Observation retro — ONeill Family (2026-04-02 → 2026-05-31)

ObservationAgent day-by-day replay · writes on, recaps simulated (never delivered)

Family
ONeill Family · 5835c49c · America/Chicago
Simulated window
2026-04-02 → 2026-05-31 (60 days)
Environment
development · writes ON, recaps simulated
Simulated run id
631ee96c-328e-450a-9ee1-83937b8387d6
Generated
2026-08-11 17:39
Notes
Full reset: 106 notes deleted, all 6 briefs (incl. both parents' outreach preferences) emptied, 414 stale simulated recaps purged. 60-day window (script caps --days at 60).
60/60
days completed
zero failed runs
120
recaps queued
83
observation notes written
4
child-brief writes
first on day 15

Activity overview

Hover a cell for detail; click to jump to that day. Cells outlined in orange-red mark failed runs. The shaded band under the axis marks the learning period (platform days 1–14) when it falls inside the window.

Table view — all days
DayDateStatusRecapsObs notesBrief writesTool calls

Child briefs

Owen

first written day 16 · 1 write · final revision 5 · 656 chars

Owen's phone use is active and tends to run later than the rest of the family, with regular evening and night activity and occasional overnight spillover. Snapchat is the clearest anchor app for discretionary use, often joined by Spotify, Photos, Apple Maps, and Instagram, which makes his day feel more social and media-heavy than purely functional. The late use matters most for reading Owen's days: it has shown up often enough to be a real tendency, even though the intensity varies from quick late checks to fuller nighttime stretches. Overall, his use looks engaged and recurring rather than chaotic, but bedtime carryover is the main thing to watch.
write history
  • day 16 (2026-04-17) — rev 4 → 5
    Owen has reached the first-brief readiness bar with 14 observed days and enough recurring evidence to summarize durable tendencies, especially regular late-night phone use led by Snapchat.

Grace

first written day 15 · 1 write · final revision 5 · 617 chars

Grace's phone use looks steady and generally contained. They use their phone throughout the day in small-to-moderate bursts, with most activity landing in the afternoon and evening and little that suggests heavy late-night use. Gmail is a frequent anchor app and seems to reflect day-to-day coordination, while apps like Giftful, Duolingo, Photos, and occasional YouTube use show a mix of planning, hobbies, and light entertainment rather than one dominant draw. Overnight activity does appear from time to time, but it has been brief and usually looks more like quick cleanup or incidental checks than sustained use.
write history
  • day 15 (2026-04-16) — rev 4 → 5
    Grace has reached the readiness bar for a first brief with 14 observed days and enough consistent activity evidence to summarize durable tendencies.

Gabrielle

first written day 15 · 1 write · final revision 5 · 716 chars

Gabrielle's phone use is active but not chaotic, with a social-leaning mix that centers on Instagram and Snapchat and is often layered with Garmin Connect and other utility apps. Their use commonly stretches from early morning through evening, and they sometimes have very early or overnight check-ins that look tied more to routines or quick returns to the phone than to all-night scrolling. Instagram and Snapchat matter most for reading Gabrielle's day because they carry much of the discretionary use, while Garmin Connect shows up often enough to suggest a real role in daily routine. Overall, Gabrielle tends to have fuller days than Grace, but the activity usually comes in bursts rather than one runaway app.
write history
  • day 15 (2026-04-16) — rev 4 → 5
    Gabrielle has reached the readiness bar for a first brief with 14 observed days and enough consistent activity evidence to summarize durable tendencies.

Lucy

first written day 30 · 1 write · final revision 5 · 732 chars

Lucy is still early in their screen-time story, but the picture so far looks active, varied, and mostly moderate rather than dominated by one app. Their use tends to spread across the day with a noticeable evening lean, and while late-night or overnight carryover has shown up at times, it has usually been brief and inconsistent rather than an every-night habit. Roblox, GroupMe, Photos, and a rotating set of utility or setup-style apps matter most for reading Lucy's days right now because the mix still looks exploratory and social rather than settled around one strong draw. Overall, Lucy's phone use looks like a child still finding a rhythm, with late hours worth keeping an eye on while the broader routine comes into focus.
write history
  • day 30 (2026-05-01) — rev 4 → 5
    Lucy reached the readiness bar for a first brief at observed day 14, and this run plus the recent baseline gives enough evidence to write an initial durable summary of their usual phone rhythm.

Day by day

Day 1 Thu 2026-04-02 queued_recap

Queued first-time recap texts to both parents about Grace's light setup-day activity, recorded all four children as not_observed, and finished the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! Looks like we officially have the kids set up with Clearspace ✅
Only one device showed real activity yesterday: Grace used YouTube (2m), ChatGPT (under 1m), and Datadog (under 1m), all in a very light evening check-in. Nothing else from Lucy, Gabrielle, or Owen yet
I'll keep an eye on things and text you each morning once there's something real to summarize. If you want, you can also tell me what you'd most like me to watch for.
→ Annie ONeill · send 07:30
Morning Annie! Looks like we officially have the kids set up with Clearspace ✅
Only one device showed real activity yesterday: Grace used YouTube (2m), ChatGPT (under 1m), and Datadog (under 1m), all in a very light evening check-in. Nothing else from Lucy, Gabrielle, or Owen yet
I'll keep an eye on things and text you each morning once there's something real to summarize. If you want, you can also tell me what you'd most like me to watch for.
tool calls (7)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! Looks like we officially have the kids set up with Clearspace ✅\n\nOnly one device sh…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! Looks like we officially have the kids set up with Clearspace ✅\n\nOnly one device …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 2 Fri 2026-04-03 queued_recap

Queued morning recaps for both parents covering Grace’s and Gabrielle’s light first full days, Owen’s tiny setup-like check-in, Lucy’s continued quiet, and then recorded all four child verdicts for the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had the first real full day yesterday, mostly spread across a bunch of light apps: Photos (12m), Block Blast! (12m), Gmail (10m), Pinterest (9m), and Duolingo (8m). Nothing ran late, just a small check-in around 10:15pm.
Gabrielle was pretty light too, mostly Snapchat (17m) and Instagram (17m) through the afternoon and evening. One thing to note, there was a quick phone check again around 5am this morning.
Owen just had a tiny first check-in last night, basically Snapchat (3m) and a couple setup-type taps, ending around 10:03pm. Lucy was still quiet.
If you'd like, you can tell me what you'd most want me to watch for as I get a feel for each kid's normal rhythm.
→ Annie ONeill · send 07:30
Grace had the first real full day yesterday, mostly spread across a bunch of light apps: Photos (12m), Block Blast! (12m), Gmail (10m), Pinterest (9m), and Duolingo (8m). Nothing ran late, just a small check-in around 10:15pm.
Gabrielle was pretty light too, mostly Snapchat (17m) and Instagram (17m) through the afternoon and evening. One thing to note, there was a quick phone check again around 5am this morning.
Owen just had a tiny first check-in last night, basically Snapchat (3m) and a couple setup-type taps, ending around 10:03pm. Lucy was still quiet.
If you'd like, you can tell me what you'd most want me to watch for as I get a feel for each kid's normal rhythm.
tool calls (18)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had the first real full day yesterday, mostly spread across a bunch of light apps: Photos (1…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had the first real full day yesterday, mostly spread across a bunch of light apps: Photos (1…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 3 Sat 2026-04-04 queued_recap

Reviewed all four kids, queued the morning recap to both parents with the day's concrete usage story, and recorded the run with Lucy as not observed and the others as normal.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace was all over light utility stuff yesterday, but Pinterest (22m) ended up topping the day. Only thing that stood out was a couple tiny phone checks last night and again early this morning, latest around 5:04am.
Gabrielle had a fuller day, mostly Garmin Connect (28m), Snapchat (20m), and Instagram (17m), with most of it concentrated in the morning and afternoon. Nothing ran especially late.
Owen looked pretty normal for a first full read too, mostly Snapchat (21m), Apple Maps (17m), and Spotify (10m), with the last phone activity around 10:57pm. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace was all over light utility stuff yesterday, but Pinterest (22m) ended up topping the day. Only thing that stood out was a couple tiny phone checks last night and again early this morning, latest around 5:04am.
Gabrielle had a fuller day, mostly Garmin Connect (28m), Snapchat (20m), and Instagram (17m), with most of it concentrated in the morning and afternoon. Nothing ran especially late.
Owen looked pretty normal for a first full read too, mostly Snapchat (21m), Apple Maps (17m), and Spotify (10m), with the last phone activity around 10:57pm. Lucy was still quiet.
tool calls (19)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was all over light utility stuff yesterday, but Pinterest (22m) ended up topping the day. On…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace was all over light utility stuff yesterday, but Pinterest (22m) ended up topping the day. On…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 4 Sun 2026-04-05 queued_recap

Reviewed all four kids, queued the morning recap to both Tim and Annie, and recorded the run with Lucy as not observed and the others as routine learning-period days.

recaps queued (2)
→ Tim ONeill · send 07:30
A lot of Grace's day was on photos and Gmail yesterday, then it trailed off into little shopping-type checks in the afternoon. The only thing that stood out was a couple tiny late phone checks, latest 10:47pm.
Gabrielle's day was mostly Snapchat (1h 5m) and Instagram (18m), with almost all of it clustered in the evening. Nothing ran late.
Owen had a fuller Saturday, mostly Snapchat (1h 1m) and Spotify (24m), with a little ESPN (9m) and YouTube (6m) mixed in. Last phone activity was around 11:03pm. Lucy was still quiet.
→ Annie ONeill · send 07:30
A lot of Grace's day was on photos and Gmail yesterday, then it trailed off into little shopping-type checks in the afternoon. The only thing that stood out was a couple tiny late phone checks, latest 10:47pm.
Gabrielle's day was mostly Snapchat (1h 5m) and Instagram (18m), with almost all of it clustered in the evening. Nothing ran late.
Owen had a fuller Saturday, mostly Snapchat (1h 1m) and Spotify (24m), with a little ESPN (9m) and YouTube (6m) mixed in. Last phone activity was around 11:03pm. Lucy was still quiet.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getRecentConversation{"sinceHours": 72, "limit": 20}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "A lot of Grace's day was on photos and Gmail yesterday, then it trailed off into little shopping-t…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "A lot of Grace's day was on photos and Gmail yesterday, then it trailed off into little shopping-t…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 5 Mon 2026-04-06 queued_recap

Reviewed all four kids' last 24 hours, queued a learning-period recap to both Tim and Annie, and recorded the run with Lucy as not observed and the others as normal.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace was a lot lighter yesterday, mostly Photos (10m), YouTube (7m), ChatGPT (7m), and Gmail (6m). Last phone activity was 9:54pm.
Gabrielle's day was concentrated in the morning, mostly Instagram (16m), Photos (13m), and Snapchat (11m), then one smaller burst at night. Nothing late.
Owen stayed pretty steady with Snapchat (19m) and Spotify (13m), with the last phone activity at 10:38pm. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace was a lot lighter yesterday, mostly Photos (10m), YouTube (7m), ChatGPT (7m), and Gmail (6m). Last phone activity was 9:54pm.
Gabrielle's day was concentrated in the morning, mostly Instagram (16m), Photos (13m), and Snapchat (11m), then one smaller burst at night. Nothing late.
Owen stayed pretty steady with Snapchat (19m) and Spotify (13m), with the last phone activity at 10:38pm. Lucy was still quiet.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was a lot lighter yesterday, mostly Photos (10m), YouTube (7m), ChatGPT (7m), and Gmail (6m)…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace was a lot lighter yesterday, mostly Photos (10m), YouTube (7m), ChatGPT (7m), and Gmail (6m)…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 6 Tue 2026-04-07 queued_recap

Reviewed all four kids, queued morning recaps for both parents highlighting Owen's late-night Snapchat use, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a fuller evening yesterday, mostly Gmail (23m), Block Blast! (15m), and Giftful (14m), then a little Duolingo before putting the phone down around 9:48pm.
Gabrielle was pretty steady through the afternoon and evening, led by Instagram (16m) and Snapchat (11m), and nothing ran especially late.
Owen's phone stayed active later than usual, mostly Snapchat (55m), and the last stretch ran until 11:11pm. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace had a fuller evening yesterday, mostly Gmail (23m), Block Blast! (15m), and Giftful (14m), then a little Duolingo before putting the phone down around 9:48pm.
Gabrielle was pretty steady through the afternoon and evening, led by Instagram (16m) and Snapchat (11m), and nothing ran especially late.
Owen's phone stayed active later than usual, mostly Snapchat (55m), and the last stretch ran until 11:11pm. Lucy was still quiet.
tool calls (18)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a fuller evening yesterday, mostly Gmail (23m), Block Blast! (15m), and Giftful (14m), t…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a fuller evening yesterday, mostly Gmail (23m), Block Blast! (15m), and Giftful (14m), t…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 7 Wed 2026-04-08 queued_recap

Reviewed all four kids, queued the morning recap to both parents, and recorded Lucy as still not observed with Grace, Gabrielle, and Owen reading as normal for yesterday.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace spread the day across a lot of light stuff again, led by Gmail (23m), Notes (18m), and Giftful (13m). It stayed pretty contained and the last phone check was 11:52pm.
Gabrielle had a busier evening than the last couple days, mostly Gmail (24m), Photos (20m), Instagram (19m), and Snapchat (14m). Last phone activity was 11:50pm.
Owen's phone was quieter overall than yesterday, but he was still on Snapchat (14m) late and the last stretch ran until 10:39pm. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace spread the day across a lot of light stuff again, led by Gmail (23m), Notes (18m), and Giftful (13m). It stayed pretty contained and the last phone check was 11:52pm.
Gabrielle had a busier evening than the last couple days, mostly Gmail (24m), Photos (20m), Instagram (19m), and Snapchat (14m). Last phone activity was 11:50pm.
Owen's phone was quieter overall than yesterday, but he was still on Snapchat (14m) late and the last stretch ran until 10:39pm. Lucy was still quiet.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace spread the day across a lot of light stuff again, led by Gmail (23m), Notes (18m), and Giftf…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace spread the day across a lot of light stuff again, led by Gmail (23m), Notes (18m), and Giftf…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 8 Thu 2026-04-09 queued_recap

Reviewed all four kids, saved a new note about Owen’s recurring late-night phone use, queued morning recaps to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! First full read for the day: Grace stayed pretty contained, mostly Disney+ (29m), Gmail (24m), and Giftful (12m), and the last phone check was 9:44pm.
Gabrielle was pretty steady through the afternoon and evening, led by Snapchat (20m), Instagram (19m), and Photos (17m). Nothing ran late.
Owen had the latest phone use again, with photos and a little Snapchat carrying to 11:35pm. Otherwise it was a mixed day, mostly Photos (23m), Apple Maps (12m), and Snapchat (9m).
Lucy was still quiet. If this looks like a useful morning summary, you can tell me anytime what you'd want more or less of.
→ Annie ONeill · send 07:30
Morning Annie! First full read for the day: Grace stayed pretty contained, mostly Disney+ (29m), Gmail (24m), and Giftful (12m), and the last phone check was 9:44pm.
Gabrielle was pretty steady through the afternoon and evening, led by Snapchat (20m), Instagram (19m), and Photos (17m). Nothing ran late.
Owen had the latest phone use again, with photos and a little Snapchat carrying to 11:35pm. Otherwise it was a mixed day, mostly Photos (23m), Apple Maps (12m), and Snapchat (9m).
Lucy was still quiet. If this looks like a useful morning summary, you can tell me anytime what you'd want more or less of.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use is regularly extending into the late evening and night; last confirmed: 2026-04-08; evidence: night activity on 6/6 eligible days in the last week, median 19m, latest end 11:39pm on Apr 8.
tool calls (21)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use is regularly extending into the late evening and night; last confirmed: 2026-04…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use is regularly extending into the late evening and night; last confirmed: 2026-04…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! First full read for the day: Grace stayed pretty contained, mostly Disney+ (29m), Gma…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! First full read for the day: Grace stayed pretty contained, mostly Disney+ (29m), G…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 9 Fri 2026-04-10 queued_recap

Reviewed all four kids, queued one morning recap to each parent, and recorded the run with Lucy as not observed and the others as routine learning-period updates.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace kept yesterday pretty contained again, mostly Gmail (23m) with smaller checks in Giftful (9m) and Notes (6m). Last phone activity was 11:00pm.
Gabrielle's day tilted more offline-looking than usual, led by Garmin Connect (35m), then Instagram (17m) and Snapchat (14m). Most of the social time was in the afternoon and the evening stayed light.
Owen was back on Snapchat (1h 19m) through the afternoon and night, with the last stretch running to midnight. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace kept yesterday pretty contained again, mostly Gmail (23m) with smaller checks in Giftful (9m) and Notes (6m). Last phone activity was 11:00pm.
Gabrielle's day tilted more offline-looking than usual, led by Garmin Connect (35m), then Instagram (17m) and Snapchat (14m). Most of the social time was in the afternoon and the evening stayed light.
Owen was back on Snapchat (1h 19m) through the afternoon and night, with the last stretch running to midnight. Lucy was still quiet.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace kept yesterday pretty contained again, mostly Gmail (23m) with smaller checks in Giftful (9m…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace kept yesterday pretty contained again, mostly Gmail (23m) with smaller checks in Giftful (9m…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 10 Sat 2026-04-11 queued_recap

Queued morning recaps for both parents highlighting Gabrielle's late-night spike, noted Grace and Owen's routine days, marked Lucy as not observed, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's top apps yesterday were Firebase (16m), Giftful (11m), and Byga (9m). Pretty contained overall, and the last phone use was 11:51pm.
Gabrielle had a much fuller night than the last few days, led by Instagram (1h 20m), Garmin Connect (37m), and Snapchat (27m). The phone was still active at 1:34am.
Owen's Friday was pretty mixed, mostly Snapchat (33m), Gmail (17m), and YouTube (15m), with the last phone activity at 11:10pm. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace's top apps yesterday were Firebase (16m), Giftful (11m), and Byga (9m). Pretty contained overall, and the last phone use was 11:51pm.
Gabrielle had a much fuller night than the last few days, led by Instagram (1h 20m), Garmin Connect (37m), and Snapchat (27m). The phone was still active at 1:34am.
Owen's Friday was pretty mixed, mostly Snapchat (33m), Gmail (17m), and YouTube (15m), with the last phone activity at 11:10pm. Lucy was still quiet.
tool calls (19)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's top apps yesterday were Firebase (16m), Giftful (11m), and Byga (9m). Pretty contained ove…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's top apps yesterday were Firebase (16m), Giftful (11m), and Byga (9m). Pretty contained ove…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 11 Sun 2026-04-12 queued_recap

Reviewed all four children, saved one recurring late-night note for Owen, queued daily recaps to both parents highlighting Gabrielle’s overnight activity and Owen’s continued late-night use, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace was lighter this time, mostly Gmail (24m), Messages (8m), and Photos (8m). Saturday stayed pretty daytime-heavy and the last phone use was 11:43pm.
Gabrielle had the fullest day, led by Garmin Connect (53m), Snapchat (27m), and Instagram (25m). One thing to flag, the phone was still active overnight with Garmin Connect at 5:01am.
Owen's biggest chunks were Spotify (49m), Snapchat (35m), and Apple Maps (34m). He was back on the phone until 11:52pm last night, which has been a pretty steady habit this week. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace was lighter this time, mostly Gmail (24m), Messages (8m), and Photos (8m). Saturday stayed pretty daytime-heavy and the last phone use was 11:43pm.
Gabrielle had the fullest day, led by Garmin Connect (53m), Snapchat (27m), and Instagram (25m). One thing to flag, the phone was still active overnight with Garmin Connect at 5:01am.
Owen's biggest chunks were Spotify (49m), Snapchat (35m), and Apple Maps (34m). He was back on the phone until 11:52pm last night, which has been a pretty steady habit this week. Lucy was still quiet.
observation notes
  • pattern:owen:late-night-phone-use
    Late-night phone use is recurring for Owen, with activity in the night daypart on 6 of the last 6 eligible days and the latest end at 11:54pm on 2026-04-11; last confirmed: 2026-04-12; evidence note: night occurrence 6/6 days, median 37m.
tool calls (18)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Late-night phone use is recurring for Owen, with activity in the night daypart on 6 of the last …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was lighter this time, mostly Gmail (24m), Messages (8m), and Photos (8m). Saturday stayed p…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace was lighter this time, mostly Gmail (24m), Messages (8m), and Photos (8m). Saturday stayed p…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 12 Mon 2026-04-13 queued_recap

Reviewed all four children, saved a late-night-use observation for Owen, queued morning recaps to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace mostly bounced between Gmail (20m), Block Blast! (15m), and Giftful (13m) yesterday. Nothing overnight, and the late checks were lighter than they've been.
Gabrielle's day ended much earlier this time. It was mostly Instagram (17m) and Snapchat (15m), all wrapped up by late afternoon after that overnight Garmin blip yesterday.
Owen still had some late phone use, but less of it - Spotify (36m), Photos (14m), and Snapchat (13m), with just a few minutes after 9pm. Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace mostly bounced between Gmail (20m), Block Blast! (15m), and Giftful (13m) yesterday. Nothing overnight, and the late checks were lighter than they've been.
Gabrielle's day ended much earlier this time. It was mostly Instagram (17m) and Snapchat (15m), all wrapped up by late afternoon after that overnight Garmin blip yesterday.
Owen still had some late phone use, but less of it - Spotify (36m), Photos (14m), and Snapchat (13m), with just a few minutes after 9pm. Lucy was still quiet.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly extends late into the night; last confirmed: 2026-04-12; evidence: night activity on 6/6 eligible days in the last week, median 29m, latest end 11:54pm on Apr 11; shared with parent: 2026-04-13.
tool calls (16)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly extends late into the night; last confirmed: 2026-04-12; evidence: ni…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace mostly bounced between Gmail (20m), Block Blast! (15m), and Giftful (13m) yesterday. Nothing…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace mostly bounced between Gmail (20m), Block Blast! (15m), and Giftful (13m) yesterday. Nothing…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 13 Tue 2026-04-14 queued_recap

Reviewed all four children, saved a new observation for Owen's recurring late-night phone use, queued morning recaps for both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a more evening-heavy Monday, mostly Photos (21m), Giftful (15m), and Notes (11m), but it still wrapped pretty normally with the last real phone stretch around 9:51pm.
Gabrielle looked pretty steady again, led by Instagram (23m), Spotify (16m), and Gmail (12m). Last phone use was 9:32pm.
Owen shifted more toward Instagram yesterday, 54m total, and the phone was still active until 10:59pm. That's a little later than Gabrielle and Grace, and it's been a pretty regular habit for him this past week.
Lucy was still quiet.
→ Annie ONeill · send 07:30
Grace had a more evening-heavy Monday, mostly Photos (21m), Giftful (15m), and Notes (11m), but it still wrapped pretty normally with the last real phone stretch around 9:51pm.
Gabrielle looked pretty steady again, led by Instagram (23m), Spotify (16m), and Gmail (12m). Last phone use was 9:32pm.
Owen shifted more toward Instagram yesterday, 54m total, and the phone was still active until 10:59pm. That's a little later than Gabrielle and Grace, and it's been a pretty regular habit for him this past week.
Lucy was still quiet.
observation notes
  • pattern:owen:late-night-phone-use
    Owen tends to have phone activity late at night, usually small social or utility checks near bedtime; last confirmed: 2026-04-13; evidence: night activity on 6/6 eligible days in the last week, median 25m, latest end 11:54pm.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen tends to have phone activity late at night, usually small social or utility checks near bed…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen tends to have phone activity late at night, usually small social or utility checks near bed…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a more evening-heavy Monday, mostly Photos (21m), Giftful (15m), and Notes (11m), but it…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a more evening-heavy Monday, mostly Photos (21m), Giftful (15m), and Notes (11m), but it…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 14 Wed 2026-04-15 queued_recap

Reviewed all four kids, saved a new late-night note for Owen, queued morning recaps to both parents with Gabrielle’s overnight concern and a first-summary intro, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! First full day with real activity from everyone except Lucy, and overall it looked pretty steady.
Grace mostly bounced between Gmail (20m), Giftful (12m), and Duolingo (9m), with a little late-night cleanup that wrapped around 10:20pm.
Gabrielle had the fullest day, mostly Instagram (54m), Gmail (34m), Snapchat (25m), and Spotify (23m). One thing to flag, the phone was still active overnight and into early this morning, with the latest check at 4:40am.
Owen was lighter overall, led by Apple Maps (18m), Photos (9m), and Snapchat (6m). He still had a few late checks, but it wrapped earlier than the midnight-ish nights from before.
Lucy was still quiet. If this looks like the right kind of morning summary, you can text anytime and I can tune what I keep an eye on.
→ Annie ONeill · send 07:30
Morning Annie! First full day with real activity from everyone except Lucy, and overall it looked pretty steady.
Grace mostly bounced between Gmail (20m), Giftful (12m), and Duolingo (9m), with a little late-night cleanup that wrapped around 10:20pm.
Gabrielle had the fullest day, mostly Instagram (54m), Gmail (34m), Snapchat (25m), and Spotify (23m). One thing to flag, the phone was still active overnight and into early this morning, with the latest check at 4:40am.
Owen was lighter overall, led by Apple Maps (18m), Photos (9m), and Snapchat (6m). He still had a few late checks, but it wrapped earlier than the midnight-ish nights from before.
Lucy was still quiet. If this looks like the right kind of morning summary, you can text anytime and I can tune what I keep an eye on.
observation notes
  • pattern:owen:late-night-phone-use
    Owen tends to have late evening and night phone activity, usually light but recurring; last confirmed: 2026-04-14; evidence: night occurrence 6/6 days in the last 7-day rhythm window, median 15m, with latest night end 11:54pm on 2026-04-11.
tool calls (19)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen tends to have late evening and night phone activity, usually light but recurring; last conf…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! First full day with real activity from everyone except Lucy, and overall it looked pr…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! First full day with real activity from everyone except Lucy, and overall it looked …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 15 Thu 2026-04-16 queued_recapchild brief written

Reviewed all four kids, saved a new late-night use observation for Owen, wrote first briefs for Grace and Gabrielle, queued morning recaps to both parents, and recorded the run.

✎ child brief written — Grace rev 4 → 5
Grace's phone use looks steady and generally contained. They use their phone throughout the day in small-to-moderate bursts, with most activity landing in the afternoon and evening and little that suggests heavy late-night use. Gmail is a frequent anchor app and seems to reflect day-to-day coordination, while apps like Giftful, Duolingo, Photos, and occasional YouTube use show a mix of planning, hobbies, and light entertainment rather than one dominant draw. Overnight activity does appear from time to time, but it has been brief and usually looks more like quick cleanup or incidental checks than sustained use.

reason — Grace has reached the readiness bar for a first brief with 14 observed days and enough consistent activity evidence to summarize durable tendencies.

✎ child brief written — Gabrielle rev 4 → 5
Gabrielle's phone use is active but not chaotic, with a social-leaning mix that centers on Instagram and Snapchat and is often layered with Garmin Connect and other utility apps. Their use commonly stretches from early morning through evening, and they sometimes have very early or overnight check-ins that look tied more to routines or quick returns to the phone than to all-night scrolling. Instagram and Snapchat matter most for reading Gabrielle's day because they carry much of the discretionary use, while Garmin Connect shows up often enough to suggest a real role in daily routine. Overall, Gabrielle tends to have fuller days than Grace, but the activity usually comes in bursts rather than one runaway app.

reason — Gabrielle has reached the readiness bar for a first brief with 14 observed days and enough consistent activity evidence to summarize durable tendencies.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace stayed pretty even yesterday, mostly Gmail (14m), Duolingo (10m), and YouTube (9m). Nothing unusual there.
Gabrielle's day was lighter than the overnight one yesterday, mostly Snapchat (19m), Garmin Connect (17m), and Instagram (17m), and it wrapped by 11:07pm.
Owen was on his phone a lot later again last night. Most of the time was Snapchat (32m), Photos (14m), and YouTube (12m), and there was still activity going into the overnight window with school and utility apps showing up as late as 4:55am.
→ Annie ONeill · send 07:30
Grace stayed pretty even yesterday, mostly Gmail (14m), Duolingo (10m), and YouTube (9m). Nothing unusual there.
Gabrielle's day was lighter than the overnight one yesterday, mostly Snapchat (19m), Garmin Connect (17m), and Instagram (17m), and it wrapped by 11:07pm.
Owen was on his phone a lot later again last night. Most of the time was Snapchat (32m), Photos (14m), and YouTube (12m), and there was still activity going into the overnight window with school and utility apps showing up as late as 4:55am.
observation notes
  • pattern:owen:late-night-phone-use
    Owen tends to have phone activity late at night, often continuing past 10pm and sometimes into overnight hours; last confirmed: 2026-04-16; evidence: night activity on 6/6 eligible days in the current week window, median 15m, with a new overnight occurrence ending at 4:55am on Apr 16.
tool calls (16)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen tends to have phone activity late at night, often continuing past 10pm and sometimes into o…
  • updateChildProfile{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childBrief": "Grace's phone use looks steady and generally contained. They use their phone throughout…
  • updateChildProfile{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "childBrief": "Gabrielle's phone use is active but not chaotic, with a social-leaning mix that centers…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace stayed pretty even yesterday, mostly Gmail (14m), Duolingo (10m), and YouTube (9m). Nothing …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace stayed pretty even yesterday, mostly Gmail (14m), Duolingo (10m), and YouTube (9m). Nothing …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 16 Fri 2026-04-17 queued_recapchild brief written

Reviewed all four kids, wrote Owen's first child brief, saved a late-night use observation for Owen, queued morning recaps to both parents about Grace's overnight blip and Owen's continued late-night activity, and recorded the run.

✎ child brief written — Owen rev 4 → 5
Owen's phone use is active and tends to run later than the rest of the family, with regular evening and night activity and occasional overnight spillover. Snapchat is the clearest anchor app for discretionary use, often joined by Spotify, Photos, Apple Maps, and Instagram, which makes his day feel more social and media-heavy than purely functional. The late use matters most for reading Owen's days: it has shown up often enough to be a real tendency, even though the intensity varies from quick late checks to fuller nighttime stretches. Overall, his use looks engaged and recurring rather than chaotic, but bedtime carryover is the main thing to watch.

reason — Owen has reached the first-brief readiness bar with 14 observed days and enough recurring evidence to summarize durable tendencies, especially regular late-night phone use led by Snapchat.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a fuller evening than usual yesterday, mostly Spotify (37m), Gmail (33m), and Photos (13m), and there was still a little phone activity around 4am.
Gabrielle looked quieter, mostly Snapchat (24m) and Instagram (18m), with nothing overnight.
Owen stayed pretty active into the night again. Snapchat (45m) led the day, and there was still overnight phone activity after that, with the latest stretch reaching 4:55am.
→ Annie ONeill · send 07:30
Grace had a fuller evening than usual yesterday, mostly Spotify (37m), Gmail (33m), and Photos (13m), and there was still a little phone activity around 4am.
Gabrielle looked quieter, mostly Snapchat (24m) and Instagram (18m), with nothing overnight.
Owen stayed pretty active into the night again. Snapchat (45m) led the day, and there was still overnight phone activity after that, with the latest stretch reaching 4:55am.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night phone use remains Owen's clearest watch item, often led by Snapchat and mixed media/utility use with occasional overnight spillover; last confirmed: 2026-04-17; evidence: night activity 6/6 eligible days in the current 7-day rhythm window, median 23m, with overnight activity 2/7 days and latest overnight end 4:55am on 2026-04-16; shared with parent: 2026-04-17.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • updateChildProfile{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "childBrief": "Owen's phone use is active and tends to run later than the rest of the family, with reg…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night phone use remains Owen's clearest watch item, often led by Snapchat and mixed…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a fuller evening than usual yesterday, mostly Spotify (37m), Gmail (33m), and Photos (13…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a fuller evening than usual yesterday, mostly Spotify (37m), Gmail (33m), and Photos (13…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 17 Sat 2026-04-18 queued_recap

Reviewed all four kids, saved Owen’s recurring late-night phone-use observation, queued morning recaps for both Tim and Annie highlighting Lucy’s first real day plus Grace and Owen’s overnight concerns, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! First real day from Lucy was pretty light, mostly MADFUT (6m), Photo Collage Maker (6m), and Photos (6m). Most of it was late afternoon and evening, and the phone was done by 11:52pm.
Owen had the standout night again. Instagram (42m), Snapchat (35m), and Google Classroom (33m) led the day, and there was still overnight activity going until 4:58am.
Grace was busier than usual too, with Gmail (43m) and Apple Music (35m) leading and a long late stretch that ran until 4:59am.
→ Annie ONeill · send 07:30
Morning Annie! First real day from Lucy was pretty light, mostly MADFUT (6m), Photo Collage Maker (6m), and Photos (6m). Most of it was late afternoon and evening, and the phone was done by 11:52pm.
Owen had the standout night again. Instagram (42m), Snapchat (35m), and Google Classroom (33m) led the day, and there was still overnight activity going until 4:58am.
Grace was busier than usual too, with Gmail (43m) and Apple Music (35m) leading and a long late stretch that ran until 4:59am.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night and overnight phone use remains the main thing to watch for Owen; last confirmed: 2026-04-18; evidence: night activity 6/6 eligible days in the last week with median 23m, plus overnight activity 3/7 days with median 18m and latest end 4:58am on Apr 18; shared with parent: 2026-04-18.
tool calls (19)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night and overnight phone use remains the main thing to watch for Owen; last confir…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! First real day from Lucy was pretty light, mostly MADFUT (6m), Photo Collage Maker (6…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! First real day from Lucy was pretty light, mostly MADFUT (6m), Photo Collage Maker …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": null, "evidence": "Lucy had 52.92 minu…
Day 18 Sun 2026-04-19 queued_recap

Queued morning recaps for both parents about Lucy, Grace, Gabrielle, and Owen's overnight-heavy use, saved new tracked observations for Grace and Owen's recurring late-night behavior, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy had a much fuller second day, mostly Kahoot! (33m), Photos (14m), and MADFUT (14m). Still early, but one thing to flag - there was phone activity after midnight and it ran until 4:31am.
Grace's overnight use jumped again last night. A single Game Center session ran 87m at 3:01am, and her phone was still active until 5:03am.
Gabrielle had the biggest day of the bunch, with GroupMe (1h 42m), Photos (1h 13m), and Instagram (52m). The phone was still active overnight and into early this morning, with GroupMe checks continuing until 5:28am.
Owen was lighter overall than the last few nights, but the late use is still there - Google Slides (27m), Safari (21m), and Snapchat (18m), with activity continuing until 5:21am.
→ Annie ONeill · send 07:30
Lucy had a much fuller second day, mostly Kahoot! (33m), Photos (14m), and MADFUT (14m). Still early, but one thing to flag - there was phone activity after midnight and it ran until 4:31am.
Grace's overnight use jumped again last night. A single Game Center session ran 87m at 3:01am, and her phone was still active until 5:03am.
Gabrielle had the biggest day of the bunch, with GroupMe (1h 42m), Photos (1h 13m), and Instagram (52m). The phone was still active overnight and into early this morning, with GroupMe checks continuing until 5:28am.
Owen was lighter overall than the last few nights, but the late use is still there - Google Slides (27m), Safari (21m), and Snapchat (18m), with activity continuing until 5:21am.
observation notes
  • pattern:grace:late-night-overnight-use
    Grace has had recurring late-night and overnight phone use, with the strongest recent spike driven by gaming and photo activity; last confirmed: 2026-04-19; evidence: overnight activity on 5/7 days in the last week, median 4.88m, with 91.68m overnight in the review window and a Game Center session running at 3:01am.
  • pattern:owen:late-night-use
    Owen has recurring late-night phone use that often extends well past bedtime into the overnight window; last confirmed: 2026-04-19; evidence: overnight activity on 4/7 days in the last week and night activity on 6/6 eligible days, with latest overnight end 4:58am across the week and activity continuing past 5am in the review window.
tool calls (19)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-overnight-use", "content": "Grace has had recurring late-night and overnight phone use, with the strongest recent spike…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen has recurring late-night phone use that often extends well past bedtime into the overnight window…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy had a much fuller second day, mostly Kahoot! (33m), Photos (14m), and MADFUT (14m). Still ear…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy had a much fuller second day, mostly Kahoot! (33m), Photos (14m), and MADFUT (14m). Still ear…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "concern", "patternKey": null, "evidence": "Lucy logged 38.74 …
Day 19 Mon 2026-04-20 queued_recap

Reviewed all four kids, saved recurring overnight-use observations for Grace, Gabrielle, and Owen, queued morning recaps to both parents highlighting Gabrielle and Owen's overnight concerns plus lighter notes on Lucy and Grace, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy had a fuller Sunday, mostly Photos (41m), Kahoot! (24m), and Hole.io (16m). Still early, but the overnight carryover from the night before didn't repeat - last night was just tiny system-looking checks after 10pm.
Grace was much calmer at night this time. After the 5am-ish overnights the last two nights, yesterday wrapped around 10:02pm.
Gabrielle had the biggest concern yesterday: Netflix (1h 42m) and Photos (1h 21m) led the day, and there was still phone activity overnight into early this morning with checks as late as 5:15am.
Owen also had a heavy day, mostly GroupMe (1h 9m), Google Classroom (42m), Gmail (35m), and Google Slides (31m). He was still on the phone through early this morning too, with activity continuing until 5:23am.
→ Annie ONeill · send 07:30
Lucy had a fuller Sunday, mostly Photos (41m), Kahoot! (24m), and Hole.io (16m). Still early, but the overnight carryover from the night before didn't repeat - last night was just tiny system-looking checks after 10pm.
Grace was much calmer at night this time. After the 5am-ish overnights the last two nights, yesterday wrapped around 10:02pm.
Gabrielle had the biggest concern yesterday: Netflix (1h 42m) and Photos (1h 21m) led the day, and there was still phone activity overnight into early this morning with checks as late as 5:15am.
Owen also had a heavy day, mostly GroupMe (1h 9m), Google Classroom (42m), Gmail (35m), and Google Slides (31m). He was still on the phone through early this morning too, with activity continuing until 5:23am.
observation notes
  • pattern:grace:overnight-phone-use
    Grace has had recurring overnight phone activity, with overnight use on 5 of the last 7 eligible days and a latest overnight end of 4:59am on 2026-04-18; last confirmed: 2026-04-20; evidence note: current 7-day rhythm shows overnight median 4.88m with spikes led by Game Center and Apple Music.
  • pattern:gabrielle:heavy-overnight-social-entertainment
    Gabrielle's fuller days are carrying into overnight hours often enough to watch, with overnight or early-morning activity on 5 of the last 7 eligible days and evening use well above the prior week; last confirmed: 2026-04-20; evidence note: current rhythm shows evening median 47.09m versus 35.35m the prior week, with latest overnight end 4:59am on 2026-04-18 and Netflix/Instagram leading discretionary use.
  • pattern:owen:late-night-phone-use
    Owen's phone use is repeatedly spilling late, with overnight activity on 5 of the last 7 eligible days and night activity on all 6 eligible nights this week; last confirmed: 2026-04-20; evidence note: current 7-day rhythm shows night median 48.54m and overnight median 18.13m, with latest night end 11:59pm on 2026-04-19 and latest overnight end 4:58am on 2026-04-18.
tool calls (22)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-phone-use", "content": "Grace has had recurring overnight phone activity, with overnight use on 5 of the last 7 eligible…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:heavy-overnight-social-entertainment", "content": "Gabrielle's fuller days are carrying into overnight hours often enough to w…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use is repeatedly spilling late, with overnight activity on 5 of the last 7 eligibl…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy had a fuller Sunday, mostly Photos (41m), Kahoot! (24m), and Hole.io (16m). Still early, but …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy had a fuller Sunday, mostly Photos (41m), Kahoot! (24m), and Hole.io (16m). Still early, but …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": null, "evidence": "Lucy used Photos 41…
Day 20 Tue 2026-04-21 queued_recap

Reviewed all four kids, saved recurring overnight-use observations for Grace, Gabrielle, and Owen, queued morning recaps to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy was pretty light yesterday, mostly FUTBIN (10m), Pinterest (4m), and Giftful (3m). Nice change from the overnight stretch the day before too, just tiny incidental checks last night.
Grace came way back down. After those 5am-ish nights over the weekend, yesterday was only 31m total and nothing overnight.
Gabrielle was still active overnight into early this morning. Instagram (42m) and MLB (21m) led the day, and there was phone use after midnight again.
Owen's late use is still hanging around too. GroupMe (36m), Google Slides (25m), and Google (21m) led the day, with activity continuing after midnight into early this morning.
→ Annie ONeill · send 07:30
Lucy was pretty light yesterday, mostly FUTBIN (10m), Pinterest (4m), and Giftful (3m). Nice change from the overnight stretch the day before too, just tiny incidental checks last night.
Grace came way back down. After those 5am-ish nights over the weekend, yesterday was only 31m total and nothing overnight.
Gabrielle was still active overnight into early this morning. Instagram (42m) and MLB (21m) led the day, and there was phone use after midnight again.
Owen's late use is still hanging around too. GroupMe (36m), Google Slides (25m), and Google (21m) led the day, with activity continuing after midnight into early this morning.
observation notes
  • pattern:grace:overnight-phone-use
    Grace has had recurring overnight and very early morning phone activity, with the strongest evidence concentrated over the prior week and a quiet review day this run; last confirmed: 2026-04-19; evidence: overnight occurrence 5/7 days and early_morning occurrence 6/7 days in the current 7-day rhythm window, with 4:59am latest overnight end.
  • pattern:gabrielle:overnight-phone-use
    Gabrielle's phone use regularly carries overnight and into early morning, usually as brief returns rather than a single all-night session; last confirmed: 2026-04-21; evidence: overnight occurrence 5/7 days and early_morning occurrence 5/7 days in the current 7-day rhythm window, with 20.99m overnight and 28.69m early_morning in the review day.
  • pattern:owen:overnight-phone-use
    Owen's phone use has a strong recurring late-night and overnight tendency that extends into early morning on most recent days; last confirmed: 2026-04-21; evidence: overnight occurrence 6/7 days and early_morning occurrence 6/7 days in the current 7-day rhythm window, with overnight/early_morning activity as late as 7:58am on 2026-04-20.
tool calls (18)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-phone-use", "content": "Grace has had recurring overnight and very early morning phone activity, with the strongest evid…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-phone-use", "content": "Gabrielle's phone use regularly carries overnight and into early morning, usually as brief r…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use has a strong recurring late-night and overnight tendency that extends into early…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy was pretty light yesterday, mostly FUTBIN (10m), Pinterest (4m), and Giftful (3m). Nice chang…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy was pretty light yesterday, mostly FUTBIN (10m), Pinterest (4m), and Giftful (3m). Nice chang…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": null, "evidence": "Lucy used 41.82 min…
Day 21 Wed 2026-04-22 queued_recap

Saved four observation notes, queued the morning recap to both parents, and recorded Lucy, Gabrielle, and Owen as concerns with Grace as a quiet normal day.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy had another overnight gaming stretch. Build Stars for Brawl Stars (33m) and Roblox (22m) led, and the phone was still popping back on until 3:58am.
Grace was barely on the phone yesterday, mostly Star Wars (6m), that telescope site (5m), and ChatGPT (4m). Nothing overnight again.
Gabrielle was active into early this morning again. Google (53m) led the day, with Instagram (15m) and Google Calendar (18m) mixed in, and there was still phone use through 5:28am.
Owen's late use is still the clearest story. Instagram (31m), GroupMe (27m), and Google (45m) led, and the phone was still active until 5:06am.
→ Annie ONeill · send 07:30
Lucy had another overnight gaming stretch. Build Stars for Brawl Stars (33m) and Roblox (22m) led, and the phone was still popping back on until 3:58am.
Grace was barely on the phone yesterday, mostly Star Wars (6m), that telescope site (5m), and ChatGPT (4m). Nothing overnight again.
Gabrielle was active into early this morning again. Google (53m) led the day, with Instagram (15m) and Google Calendar (18m) mixed in, and there was still phone use through 5:28am.
Owen's late use is still the clearest story. Instagram (31m), GroupMe (27m), and Google (45m) led, and the phone was still active until 5:06am.
observation notes
  • pattern:lucy:overnight-gaming
    Lucy has shown recurring overnight gaming and late checks during the learning period; last confirmed: 2026-04-22; evidence: overnight activity on 5 of the last 7 eligible days, median 3m, with a longer 25m overnight gaming stretch this window led by Build Stars for Brawl Stars.
  • pattern:grace:overnight-spikes
    Grace has a recent run of overnight spikes that stands out from their usual contained phone use, though this window was quiet; last confirmed: 2026-04-19; evidence: overnight activity occurred on 4 of the last 7 eligible days with median 21m, latest as late as 4:59am on 2026-04-18, but none in this review window.
  • pattern:gabrielle:overnight-checkins
    Gabrielle's phone use regularly carries past midnight into overnight and early-morning check-ins as part of otherwise active days; last confirmed: 2026-04-22; evidence: overnight activity on 5 of the last 7 eligible days, median 21m, with this window still active through 5:28am.
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly runs late with sustained night and overnight activity across the week; last confirmed: 2026-04-22; evidence: overnight activity on 7 of the last 7 eligible days and night activity on 6 of 6, with median overnight 22m and review-window activity continuing until 5:06am.
tool calls (19)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-gaming", "content": "Lucy has shown recurring overnight gaming and late checks during the learning period; last confirmed…
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-spikes", "content": "Grace has a recent run of overnight spikes that stands out from their usual contained phone use, th…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-checkins", "content": "Gabrielle's phone use regularly carries past midnight into overnight and early-morning check-…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly runs late with sustained night and overnight activity across the week…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy had another overnight gaming stretch. Build Stars for Brawl Stars (33m) and Roblox (22m) led,…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy had another overnight gaming stretch. Build Stars for Brawl Stars (33m) and Roblox (22m) led,…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "concern", "patternKey": "pattern:lucy:overnight-gaming", "evi…
Day 22 Thu 2026-04-23 queued_recap

Reviewed all four kids, saved three recurring late-night/overnight observations for Lucy, Gabrielle, and Owen, queued the morning recap to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy was lighter overall yesterday, mostly Pinterest (42m), but the phone still flickered back on overnight with little Notes and Passwords checks until 4:21am. Still early with Lucy, but that overnight carryover is starting to look real.
Gabrielle's phone was active into early this morning again, mostly GroupMe (48m), Photos (47m), and Google (39m), with check-ins continuing until 4:30am.
Owen's late-night phone use is still the clearest story. He had App Store (25m), Snapchat (20m), and GroupMe (18m), and the phone was still active until 4:43am.
→ Annie ONeill · send 07:30
Lucy was lighter overall yesterday, mostly Pinterest (42m), but the phone still flickered back on overnight with little Notes and Passwords checks until 4:21am. Still early with Lucy, but that overnight carryover is starting to look real.
Gabrielle's phone was active into early this morning again, mostly GroupMe (48m), Photos (47m), and Google (39m), with check-ins continuing until 4:30am.
Owen's late-night phone use is still the clearest story. He had App Store (25m), Snapchat (20m), and GroupMe (18m), and the phone was still active until 4:43am.
observation notes
  • pattern:lucy:overnight-checkins
    Lucy has had recurring overnight phone check-ins during the learning period, usually brief but showing up repeatedly; last confirmed: 2026-04-23; evidence: overnight activity on 6 of the last 7 eligible days, median 2m, with the review window ending in brief Notes/Passwords checks through 4:21am.
  • pattern:gabrielle:overnight-phone-use
    Gabrielle has recurring overnight and very early morning phone use that extends beyond quick incidental checks; last confirmed: 2026-04-23; evidence: overnight activity on 6 of the last 7 eligible days and early-morning activity on 5 of 7, with the review window still showing phone use through 4:30am.
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly carries late into the night and overnight; last confirmed: 2026-04-23; evidence: night activity on 6 of 6 eligible days and overnight activity on 7 of 7, median 25m overnight, with the review window active through 4:43am.
tool calls (21)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-checkins", "content": "Lucy has had recurring overnight phone check-ins during the learning period, usually brief but sho…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-phone-use", "content": "Gabrielle has recurring overnight and very early morning phone use that extends beyond quick…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly carries late into the night and overnight; last confirmed: 2026-04-23…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy was lighter overall yesterday, mostly Pinterest (42m), but the phone still flickered back on …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy was lighter overall yesterday, mostly Pinterest (42m), but the phone still flickered back on …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "concern", "patternKey": "pattern:lucy:overnight-checkins", "e…
Day 23 Fri 2026-04-24 queued_recap

Reviewed all four kids, saved three observation notes for recurring overnight use, queued the morning recap to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy was pretty light yesterday, but the overnight carryover is still there. Build Stars for Brawl Stars (10m) led, and the phone flickered back on again after midnight with little Photos and Passwords checks.
Gabrielle was almost the opposite - really quiet for them, and no overnight or early-morning phone use this time.
Owen's late-night phone use is still the main thing to watch. Snapchat (25m) led, and the phone was active after midnight again with App Store and Threads mixed in.
→ Annie ONeill · send 07:30
Lucy was pretty light yesterday, but the overnight carryover is still there. Build Stars for Brawl Stars (10m) led, and the phone flickered back on again after midnight with little Photos and Passwords checks.
Gabrielle was almost the opposite - really quiet for them, and no overnight or early-morning phone use this time.
Owen's late-night phone use is still the main thing to watch. Snapchat (25m) led, and the phone was active after midnight again with App Store and Threads mixed in.
observation notes
  • pattern:lucy:overnight-carryover
    Lucy shows recurring overnight and early-morning phone carryover during the learning period; last confirmed: 2026-04-24; evidence: overnight activity 7/7 days in the last week with median 3m, including checks as late as 4:31am on Apr 18 and overnight use again in the review window. shared with parent: 2026-04-24
  • pattern:gabrielle:overnight-carryover
    Gabrielle's overnight phone use has been a recurring tendency but was quiet in the review window; last confirmed: 2026-04-24; evidence: overnight use appeared 6/7 days in the last week with 18m median active overnight minutes, but the review window had no overnight or early-morning activity. shared with parent: 2026-04-24
  • pattern:owen:late-night-carryover
    Owen has recurring late-night and overnight phone use, anchored most often by Snapchat and utility checks; last confirmed: 2026-04-24; evidence: overnight activity 7/7 days and night activity 6/6 days in the last week, with overnight median 26m and review-window Snapchat leading night use. shared with parent: 2026-04-24
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-carryover", "content": "Lucy shows recurring overnight and early-morning phone carryover during the learning period; last…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-carryover", "content": "Gabrielle's overnight phone use has been a recurring tendency but was quiet in the review wi…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-carryover", "content": "Owen has recurring late-night and overnight phone use, anchored most often by Snapchat and utili…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy was pretty light yesterday, but the overnight carryover is still there. Build Stars for Brawl…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy was pretty light yesterday, but the overnight carryover is still there. Build Stars for Brawl…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "concern", "patternKey": "pattern:lucy:overnight-carryover", "…
Day 24 Sat 2026-04-25 queued_recap

Saved two observation notes, queued recap texts for both parents, and recorded Lucy and Grace as normal with Gabrielle and Owen flagged for overnight concerns.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy was still pretty light yesterday, but the overnight carryover keeps showing up. Passwords (33m) led, and there was still some phone activity after midnight again.
Grace had a really quiet day, mostly OpenAI (9m), Schoology (3m), and Duolingo (2m). Nothing late there.
Gabrielle flipped back into an overnight stretch. Rocket League Sideswipe (24m), TestFlight (19m), and Snapchat (18m) led, and the phone was still active until 5:10am.
Owen's late-night use stayed in the picture too, just with a different shape this time. Google Slides (20m) led and the phone was still going until 5:13am.
→ Annie ONeill · send 07:30
Lucy was still pretty light yesterday, but the overnight carryover keeps showing up. Passwords (33m) led, and there was still some phone activity after midnight again.
Grace had a really quiet day, mostly OpenAI (9m), Schoology (3m), and Duolingo (2m). Nothing late there.
Gabrielle flipped back into an overnight stretch. Rocket League Sideswipe (24m), TestFlight (19m), and Snapchat (18m) led, and the phone was still active until 5:10am.
Owen's late-night use stayed in the picture too, just with a different shape this time. Google Slides (20m) led and the phone was still going until 5:13am.
observation notes
  • pattern:lucy:overnight-carryover
    Overnight carryover is a real watch item for Lucy, showing up as brief but recurring after-midnight activity rather than one sustained app; last confirmed: 2026-04-25; evidence: overnight occurrence 7/7 days in the last week, median 0.89m, with night activity 6/6 days and 13.99m on 2026-04-24.
  • pattern:owen:late-night-use
    Late phone use remains Owen's main watch item, with recurring night and overnight activity centered on social and utility apps; last confirmed: 2026-04-25; evidence: night occurrence 6/6 days, median 35.55m, overnight occurrence 7/7 days, median 25.03m, and Google Slides ran until 5:13am on 2026-04-25.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-carryover", "content": "Overnight carryover is a real watch item for Lucy, showing up as brief but recurring after-midnig…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Late phone use remains Owen's main watch item, with recurring night and overnight activity centered on…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy was still pretty light yesterday, but the overnight carryover keeps showing up. Passwords (33…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy was still pretty light yesterday, but the overnight carryover keeps showing up. Passwords (33…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": "pattern:lucy:overnight-carryover", "e…
Day 25 Sun 2026-04-26 queued_recap

Queued daily recaps for both parents, saved recurring overnight-use observations for Lucy, Gabrielle, and Owen, and recorded the run with Owen flagged as the only concern.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! First full Saturday read on Lucy: pretty active through the day with Venmo (19m), Photos (18m), and Star Wars (14m), but almost nothing overnight beyond a tiny Contacts check. Much cleaner than the last few nights.
Grace kept it quiet again, mostly Pinterest (23m) and OpenAI (10m), with everything landing in the afternoon and no real late-night use.
Gabrielle was a lot lighter than their usual mix - Instagram (14m), Pinterest (15m), and TestFlight (10m), and just a tiny late note check before bed.
Owen was still the late one. Google Slides (48m), TestFlight (39m), and GroupMe (32m) led, with overnight activity still showing up and the phone active into early this morning.
→ Annie ONeill · send 07:30
Morning Annie! First full Saturday read on Lucy: pretty active through the day with Venmo (19m), Photos (18m), and Star Wars (14m), but almost nothing overnight beyond a tiny Contacts check. Much cleaner than the last few nights.
Grace kept it quiet again, mostly Pinterest (23m) and OpenAI (10m), with everything landing in the afternoon and no real late-night use.
Gabrielle was a lot lighter than their usual mix - Instagram (14m), Pinterest (15m), and TestFlight (10m), and just a tiny late note check before bed.
Owen was still the late one. Google Slides (48m), TestFlight (39m), and GroupMe (32m) led, with overnight activity still showing up and the phone active into early this morning.
observation notes
  • pattern:lucy:overnight-carryover
    Lucy has recurring overnight carryover that is usually brief but shows up on most nights; last confirmed: 2026-04-26; evidence: overnight activity occurred 7/7 days in the last week with median 0.81m, plus night activity 6/6 days with median 8.99m; shared with parent: 2026-04-25.
  • pattern:owen:late-night-phone-use
    Owen has recurring late-night and overnight phone use, with activity extending past midnight most nights and occasional early-morning carryover; last confirmed: 2026-04-26; evidence: overnight activity occurred 7/7 days in the last week with median 25.63m, early_morning 6/7 days with median 20.49m, and night 6/6 days with median 31.92m; shared with parent: 2026-04-25.
  • pattern:gabrielle:overnight-checkins
    Gabrielle has recurring overnight and early-morning phone check-ins, though the intensity varies from brief returns to fuller stretches; last confirmed: 2026-04-25; evidence: overnight activity occurred 5/7 days in the last week with median 15.09m and early_morning activity 5/7 days with median 19.62m; shared with parent: 2026-04-25.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-carryover", "content": "Lucy has recurring overnight carryover that is usually brief but shows up on most nights; last co…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has recurring late-night and overnight phone use, with activity extending past midnight mos…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-checkins", "content": "Gabrielle has recurring overnight and early-morning phone check-ins, though the intensity var…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! First full Saturday read on Lucy: pretty active through the day with Venmo (19m), Pho…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! First full Saturday read on Lucy: pretty active through the day with Venmo (19m), P…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": "pattern:lucy:overnight-carryover", "e…
Day 26 Mon 2026-04-27 queued_recap

Reviewed all four kids, saved two observation notes for Lucy and Owen, and queued morning recaps to both parents highlighting Lucy's steadier night, the girls' light days, and Owen's continued overnight use.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! Lucy's day stayed active, mostly Contacts (34m), Photos (25m), and MyScreen - Live Wallpapers (19m), and the overnight piece was tiny again this time.
Grace kept it pretty light too, with Safari (10m), GroupMe (5m), Giftful (4m), and no real overnight use.
Gabrielle was much quieter than their usual mix again - mostly Instagram (17m) and Snapchat (3m), all during the day.
Owen was still the late one. Instagram (51m) led, and the phone was active through overnight hours again, with activity running as late as 5:00am.
→ Annie ONeill · send 07:30
Morning Annie! Lucy's day stayed active, mostly Contacts (34m), Photos (25m), and MyScreen - Live Wallpapers (19m), and the overnight piece was tiny again this time.
Grace kept it pretty light too, with Safari (10m), GroupMe (5m), Giftful (4m), and no real overnight use.
Gabrielle was much quieter than their usual mix again - mostly Instagram (17m) and Snapchat (3m), all during the day.
Owen was still the late one. Instagram (51m) led, and the phone was active through overnight hours again, with activity running as late as 5:00am.
observation notes
  • pattern:lucy:overnight-carryover
    Lucy still shows brief overnight carryover rather than sustained late use; last confirmed: 2026-04-27; evidence: overnight occurrence 7/7 days in the last week, median 0.59m, with latest overnight end 4:21am on 2026-04-23 and only 0.59m overnight in the review window.
  • pattern:owen:late-night-use
    Owen's phone use still runs late most nights, often with activity carrying past 11pm and into overnight hours; last confirmed: 2026-04-27; evidence: overnight occurrence 7/7 days and night occurrence 6/6 days in the last week, median 25.63m overnight and 31.92m at night, with overnight activity continuing to 5:00am on 2026-04-27.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-carryover", "content": "Lucy still shows brief overnight carryover rather than sustained late use; last confirmed: 2026-0…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use still runs late most nights, often with activity carrying past 11pm and into overnigh…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! Lucy's day stayed active, mostly Contacts (34m), Photos (25m), and MyScreen - Live Wa…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! Lucy's day stayed active, mostly Contacts (34m), Photos (25m), and MyScreen - Live …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": "pattern:lucy:overnight-carryover", "e…
Day 27 Tue 2026-04-28 queued_recap

Queued recaps for both parents, saved recurring overnight-use observations for Lucy and Owen, and recorded normal reads for Grace and Gabrielle.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! Still early with Lucy, but the overnight carryover popped back up. Most of the day was light, then there was a 12m App Store stretch at 2:07am and the phone flickered on again until 4:52am.
Grace was quiet again, mostly Gmail (5m), Giftful (4m), and Safari (4m), all pretty contained.
Gabrielle was even lighter than their usual mix - just Instagram (3m), Snapchat (2m), and a little Opal, all during the day.
Owen's phone was active deep into the night again, this time until 5:17am. Google Sheets (30m) and Instagram (41m) led the day.
→ Annie ONeill · send 07:30
Morning Annie! Still early with Lucy, but the overnight carryover popped back up. Most of the day was light, then there was a 12m App Store stretch at 2:07am and the phone flickered on again until 4:52am.
Grace was quiet again, mostly Gmail (5m), Giftful (4m), and Safari (4m), all pretty contained.
Gabrielle was even lighter than their usual mix - just Instagram (3m), Snapchat (2m), and a little Opal, all during the day.
Owen's phone was active deep into the night again, this time until 5:17am. Google Sheets (30m) and Instagram (41m) led the day.
observation notes
  • pattern:lucy:overnight-carryover
    Lucy still has recurring overnight phone carryover; last confirmed: 2026-04-28; evidence: overnight activity 7/7 days in the last week, usually tiny but with a 12m App Store session ending at 4:52am on Apr 28; shared with parent: 2026-04-28.
  • pattern:owen:late-night-phone-use
    Owen's late-night phone use remains a recurring tendency; last confirmed: 2026-04-28; evidence: overnight activity 7/7 days and night activity 6/6 eligible days in the last week, with use running until 5:17am on Apr 28 and the review day showing 30m Google Sheets overnight plus 41m Instagram overall.
tool calls (16)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-carryover", "content": "Lucy still has recurring overnight phone carryover; last confirmed: 2026-04-28; evidence: overnig…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's late-night phone use remains a recurring tendency; last confirmed: 2026-04-28; evidence: …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! Still early with Lucy, but the overnight carryover popped back up. Most of the day wa…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! Still early with Lucy, but the overnight carryover popped back up. Most of the day …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "concern", "patternKey": "pattern:lucy:overnight-carryover", "…
Day 28 Wed 2026-04-29 queued_recap

Saved new observations for Lucy and Owen’s recurring late-night use, queued morning recaps to both parents covering all four kids with the overnight concerns highlighted, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy had a busier late window yesterday than the last couple nights. GroupMe (17m) showed up for the first time and most of it landed late, with the phone still active after midnight again.
Grace stayed in their usual lane - light overall, mostly GroupMe (7m), Photos (4m), and Quizlet (3m), and nothing meaningful overnight.
Gabrielle was still really light for them, mostly Photos (7m), Instagram (6m), and GroupMe (6m), all daytime and evening.
Owen's phone was active overnight again. Nothing huge app-wise, but there was still activity deep into the night and then more use early this morning, with Instagram (20m), Photos (19m), and DECA Inc. (17m) leading.
→ Annie ONeill · send 07:30
Lucy had a busier late window yesterday than the last couple nights. GroupMe (17m) showed up for the first time and most of it landed late, with the phone still active after midnight again.
Grace stayed in their usual lane - light overall, mostly GroupMe (7m), Photos (4m), and Quizlet (3m), and nothing meaningful overnight.
Gabrielle was still really light for them, mostly Photos (7m), Instagram (6m), and GroupMe (6m), all daytime and evening.
Owen's phone was active overnight again. Nothing huge app-wise, but there was still activity deep into the night and then more use early this morning, with Instagram (20m), Photos (19m), and DECA Inc. (17m) leading.
observation notes
  • pattern:lucy:late-night-phone-checks
    Lucy has recurring late-night phone checks and occasional overnight carryover rather than long single-app sessions; last confirmed: 2026-04-28; evidence: overnight activity on 7/7 days this week, latest end 4:52am on Apr 28, with night usage also active 6/6 eligible days and a larger night stretch this review day. shared with parent: 2026-04-29.
  • pattern:owen:overnight-phone-use
    Owen has recurring overnight phone use that often carries into early morning, even when daytime use stays moderate; last confirmed: 2026-04-29; evidence: overnight activity 7/7 days this week with median 29.68m, early-morning activity 6/7 days, and this review window still active through the overnight daypart with latest week end at 5:00am on Apr 27. shared with parent: 2026-04-29.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • remember_agent_observation{"memoryKey": "pattern:lucy:late-night-phone-checks", "content": "Lucy has recurring late-night phone checks and occasional overnight carryover rather than lon…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen has recurring overnight phone use that often carries into early morning, even when daytime u…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy had a busier late window yesterday than the last couple nights. GroupMe (17m) showed up for t…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy had a busier late window yesterday than the last couple nights. GroupMe (17m) showed up for t…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "concern", "patternKey": "pattern:lucy:late-night-phone-checks…
Day 29 Thu 2026-04-30 queued_recap

Saved two recurring observations, queued morning recaps for both parents covering all four kids with Lucy’s cleaner late window as the lead, and recorded all four children as normal for this run.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! Lucy's day looked more daytime-heavy this time - Roblox (15m), GroupMe (14m), and Apple Phone (16m), with just a tiny overnight/App Store blip and no after-10pm use.
Grace was still in their usual lane, just a little busier in the morning than usual with MyScreen - Live Wallpapers (11m) and OpenAI (9m), but nothing meaningful late.
Gabrielle stayed pretty contained too, mostly Instagram (13m), Snapchat (9m), and Chrome (8m). No overnight carryover, and last night only reached about 8m total.
Owen was still the late one, but lighter than his usual overnight stretch. Threads (12m), Snapchat (12m), and Photos (17m) led, and the late use stayed in the pre-midnight window rather than running deep into overnight.
→ Annie ONeill · send 07:30
Morning Annie! Lucy's day looked more daytime-heavy this time - Roblox (15m), GroupMe (14m), and Apple Phone (16m), with just a tiny overnight/App Store blip and no after-10pm use.
Grace was still in their usual lane, just a little busier in the morning than usual with MyScreen - Live Wallpapers (11m) and OpenAI (9m), but nothing meaningful late.
Gabrielle stayed pretty contained too, mostly Instagram (13m), Snapchat (9m), and Chrome (8m). No overnight carryover, and last night only reached about 8m total.
Owen was still the late one, but lighter than his usual overnight stretch. Threads (12m), Snapchat (12m), and Photos (17m) led, and the late use stayed in the pre-midnight window rather than running deep into overnight.
observation notes
  • pattern:lucy:overnight-carryover
    Lucy has recurring overnight carryover, usually brief but present across most recent nights; last confirmed: 2026-04-30; evidence: overnight occurrence 7/7 days in the last week, median 0.59m, with latest overnight end 4:52am on 2026-04-28; shared with parent: 2026-04-29.
  • pattern:owen:late-night-use
    Owen's phone use regularly carries late into the night and overnight; last confirmed: 2026-04-30; evidence: night occurrence 6/6 days and overnight occurrence 7/7 days in the last week, with median 20.74m at night and 29.68m overnight; shared with parent: 2026-04-29.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:overnight-carryover", "content": "Lucy has recurring overnight carryover, usually brief but present across most recent nights; last…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use regularly carries late into the night and overnight; last confirmed: 2026-04-30; evid…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! Lucy's day looked more daytime-heavy this time - Roblox (15m), GroupMe (14m), and App…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! Lucy's day looked more daytime-heavy this time - Roblox (15m), GroupMe (14m), and A…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": "pattern:lucy:overnight-carryover", "e…
Day 30 Fri 2026-05-01 queued_recapchild brief written

Updated Owen’s late-night observation, wrote Lucy’s first child brief, queued both parents a recap centered on Owen’s overnight use with a short Lucy update, and recorded normal/concern verdicts for all four kids.

✎ child brief written — Lucy rev 4 → 5
Lucy is still early in their screen-time story, but the picture so far looks active, varied, and mostly moderate rather than dominated by one app. Their use tends to spread across the day with a noticeable evening lean, and while late-night or overnight carryover has shown up at times, it has usually been brief and inconsistent rather than an every-night habit. Roblox, GroupMe, Photos, and a rotating set of utility or setup-style apps matter most for reading Lucy's days right now because the mix still looks exploratory and social rather than settled around one strong draw. Overall, Lucy's phone use looks like a child still finding a rhythm, with late hours worth keeping an eye on while the broader routine comes into focus.

reason — Lucy reached the readiness bar for a first brief at observed day 14, and this run plus the recent baseline gives enough evidence to write an initial durable summary of their usual phone rhythm.

recaps queued (2)
→ Tim ONeill · send 07:30
Lucy's first brief is finally in my head now, and yesterday fit it pretty well - mostly App Store (18m), GroupMe (14m), and Roblox (12m), with the late piece staying tiny again.
Owen was still the outlier last night. The phone kept flickering back on until 5:16am, even though the use itself was pretty scattered - mostly Photos (30m), GroupMe (21m), Apple Phone (13m), and Google Slides (12m).
→ Annie ONeill · send 07:30
Lucy's first brief is finally in my head now, and yesterday fit it pretty well - mostly App Store (18m), GroupMe (14m), and Roblox (12m), with the late piece staying tiny again.
Owen was still the outlier last night. The phone kept flickering back on until 5:16am, even though the use itself was pretty scattered - mostly Photos (30m), GroupMe (21m), Apple Phone (13m), and Google Slides (12m).
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly runs into late night and overnight hours; last confirmed: 2026-05-01; evidence: overnight activity occurred 7/7 days in the last week with median 24m, and the review window showed sessions continuing until 5:16am. shared with parent: 2026-05-01.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly runs into late night and overnight hours; last confirmed: 2026-05-01;…
  • updateChildProfile{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childBrief": "Lucy is still early in their screen-time story, but the picture so far looks active, va…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy's first brief is finally in my head now, and yesterday fit it pretty well - mostly App Store …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy's first brief is finally in my head now, and yesterday fit it pretty well - mostly App Store …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": null, "evidence": "Lucy used 77.82 min…
Day 31 Sat 2026-05-02 queued_recap

Queued recaps for both parents, saved Owen’s recurring late-night phone-use observation and a one-time Kalshi question for Gabrielle, then recorded verdicts for all four kids.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace stayed pretty close to their usual Friday, mostly Safari (9m) and Duolingo (3m), and the phone was done by 10:15pm.
Gabrielle's day was still pretty contained too, but Kalshi showed up for the first time in the afternoon. It's a prediction market / gambling app - how do you feel about Gabrielle using that?
Owen was back in the late-night lane. The phone was still active until 5:16am, with a long Photos stretch (43m) starting around 10:43pm and then Gmail (28m), Messages (26m), and Google Docs (18m) overnight.
→ Annie ONeill · send 07:30
Grace stayed pretty close to their usual Friday, mostly Safari (9m) and Duolingo (3m), and the phone was done by 10:15pm.
Gabrielle's day was still pretty contained too, but Kalshi showed up for the first time in the afternoon. It's a prediction market / gambling app - how do you feel about Gabrielle using that?
Owen was back in the late-night lane. The phone was still active until 5:16am, with a long Photos stretch (43m) starting around 10:43pm and then Gmail (28m), Messages (26m), and Google Docs (18m) overnight.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night and overnight phone activity remains Owen's clearest recurring watch item; last confirmed: 2026-05-02; evidence: overnight occurrence 7/7 days and night occurrence 6/6 days in the last week, with overnight median 30m and activity reaching 5:16am in the review window; shared with parent: 2026-05-02.
  • question:gabrielle:kalshi
    Asked how they feel about Gabrielle using Kalshi, a prediction market / gambling app, after it first appeared in a brief afternoon check-in during an otherwise normal day; asked: 2026-05-02; status: open.
tool calls (18)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • lookupActivity{"query": "Kalshi", "limit": 5}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night and overnight phone activity remains Owen's clearest recurring watch item; la…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night and overnight phone activity remains Owen's clearest recurring watch item; la…
  • remember_agent_observation{"memoryKey": "question:gabrielle:kalshi", "content": "Asked how they feel about Gabrielle using Kalshi, a prediction market / gambling app, after it first app…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace stayed pretty close to their usual Friday, mostly Safari (9m) and Duolingo (3m), and the pho…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace stayed pretty close to their usual Friday, mostly Safari (9m) and Duolingo (3m), and the pho…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "normal", "patternKey": null, "evidence": "Lucy had 46m in the…
Day 32 Sun 2026-05-03 queued_recap

Reviewed all four kids, saved an Owen late-night-use observation, queued the same evidence-based recap to both parents about Gabrielle's light day and Owen's continued overnight activity, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Gabrielle was really light yesterday, mostly Safari (12m), Gmail (2m), Snapchat (2m), and Instagram (2m), and the phone was basically done by 12:21am. Stocks showed up for the first time too, but it looks like just a quick check.
Owen still had the late-night carryover, but it was lighter and more fragmented than the last few nights. Snapchat (23m), Google Docs (26m), and Photos (26m) led, with the phone still flickering on until 5:28am.
→ Annie ONeill · send 07:30
Gabrielle was really light yesterday, mostly Safari (12m), Gmail (2m), Snapchat (2m), and Instagram (2m), and the phone was basically done by 12:21am. Stocks showed up for the first time too, but it looks like just a quick check.
Owen still had the late-night carryover, but it was lighter and more fragmented than the last few nights. Snapchat (23m), Google Docs (26m), and Photos (26m) led, with the phone still flickering on until 5:28am.
observation notes
  • pattern:owen:late-night-phone-use
    Owen regularly carries phone use late into the night and overnight; last confirmed: 2026-05-03; evidence: overnight occurrence 7/7 days and night occurrence 6/6 days in the last 7 days, with overnight median 24m and activity still reaching 5:28am in the review window.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getRecentConversation{"sinceHours": 48, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen regularly carries phone use late into the night and overnight; last confirmed: 2026-05-03; …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle was really light yesterday, mostly Safari (12m), Gmail (2m), Snapchat (2m), and Instagra…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Gabrielle was really light yesterday, mostly Safari (12m), Gmail (2m), Snapchat (2m), and Instagra…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 33 Mon 2026-05-04 queued_recap

Reviewed all four kids, saved Owen’s recurring late-night phone-use observation, queued the same concern recap to both Tim and Annie, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen was still up on the phone deep into last night. Snapchat (1h 6m) led, with Spotify (41m) and Safari (29m), and the phone kept flickering back on until 5:22am.
→ Annie ONeill · send 07:30
Owen was still up on the phone deep into last night. Snapchat (1h 6m) led, with Spotify (41m) and Safari (29m), and the phone kept flickering back on until 5:22am.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night and overnight phone use remains a real tendency for Owen; last confirmed: 2026-05-04; evidence: night activity 6/6 eligible days in the last week with median 21.71m, overnight activity 7/7 days with latest overnight end 4:59am on 2026-05-03; shared with parent: 2026-05-04.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night and overnight phone use remains a real tendency for Owen; last confirmed: 202…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen was still up on the phone deep into last night. Snapchat (1h 6m) led, with Spotify (41m) and …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Owen was still up on the phone deep into last night. Snapchat (1h 6m) led, with Spotify (41m) and …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 34 Tue 2026-05-05 queued_recap

Reviewed all four kids, saved Owen's ongoing late-night phone-use observation, queued concern recaps to both parents about Grace's overnight Safari use and Owen's continued overnight activity, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had an unusually Safari-heavy evening yesterday, 1h 23m total, and the phone kept popping back on until 4:59am.
Owen was up late again too. Photos (43m) led, and the phone was still active until 5:27am, with quick Snapchat and Google Docs check-ins scattered through the night.
→ Annie ONeill · send 07:30
Grace had an unusually Safari-heavy evening yesterday, 1h 23m total, and the phone kept popping back on until 4:59am.
Owen was up late again too. Photos (43m) led, and the phone was still active until 5:27am, with quick Snapchat and Google Docs check-ins scattered through the night.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night and overnight phone use remains the main watch item for Owen; last confirmed: 2026-05-05; evidence: overnight occurrence 7/7 days and night occurrence 6/6 days in the last 7 days, with latest overnight end at 4:59am and review-window activity continuing until 5:27am; shared with parent: 2026-05-05.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getRecentConversation{"sinceHours": 96, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night and overnight phone use remains the main watch item for Owen; last confirmed:…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had an unusually Safari-heavy evening yesterday, 1h 23m total, and the phone kept popping ba…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had an unusually Safari-heavy evening yesterday, 1h 23m total, and the phone kept popping ba…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 35 Wed 2026-05-06 queued_recap

Queued concern recaps for both parents about Grace and Owen's repeated overnight phone activity, saved new watch notes for each pattern, and recorded Lucy as not observed and Gabrielle as normal.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace kept the late-night flickers going again. Most of yesterday was pretty normal, but the phone kept coming back on until 5:06am, mostly Duolingo, Messages, and a little Photos.
Owen was still the clearest overnight outlier. Snapchat (1h 9m) led the day, and the phone was still active until 5:18am with the same scattered Snapchat and Google Docs check-ins through the night.
One new thing from Owen's evening, Moises is a music practice app for musicians. That one looks more like hobby use than a concern.
→ Annie ONeill · send 07:30
Grace kept the late-night flickers going again. Most of yesterday was pretty normal, but the phone kept coming back on until 5:06am, mostly Duolingo, Messages, and a little Photos.
Owen was still the clearest overnight outlier. Snapchat (1h 9m) led the day, and the phone was still active until 5:18am with the same scattered Snapchat and Google Docs check-ins through the night.
One new thing from Owen's evening, Moises is a music practice app for musicians. That one looks more like hobby use than a concern.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night phone use is still present for Owen; last confirmed: 2026-05-06; evidence: night activity 6/6 eligible days in the current 7-day rhythm window, median 37.72m, with overnight activity 7/7 days and the review window still active until 5:18am. shared with parent: 2026-05-06.
  • pattern:grace:late-night-check-ins
    Late-night phone check-ins have become a watch item for Grace; last confirmed: 2026-05-06; evidence: night activity 6/6 eligible days in the current 7-day rhythm window, median 5.85m, and the review window included repeated brief sessions through 5:06am after an already Safari-heavy evening the day before. shared with parent: 2026-05-06.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getRecentConversation{"sinceHours": 120, "limit": 20}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • lookupActivity{"query": "Moises: The Musician's App", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night phone use is still present for Owen; last confirmed: 2026-05-06; evidence: ni…
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-check-ins", "content": "Late-night phone check-ins have become a watch item for Grace; last confirmed: 2026-05-06; evid…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace kept the late-night flickers going again. Most of yesterday was pretty normal, but the phone…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace kept the late-night flickers going again. Most of yesterday was pretty normal, but the phone…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 36 Thu 2026-05-07 queued_recap

Reviewed all four kids, saved new watch notes for Grace, Gabrielle, and Owen’s overnight use, queued one recap to each parent, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Hey Tim - quick first look from me.
Grace's day was mostly practical stuff, Gmail (46m), Safari (15m), Giftful (13m), but the phone still flickered back on overnight with tiny Notes check-ins until 5:12am.
Gabrielle had a bigger evening than usual, mostly Netflix (1h 30m), then some overnight Instagram and Pinterest, with the phone active until 4:36am.
Owen was the clearest concern again. Snapchat (1h 40m) and Spotify (1h 37m) led, and the phone was still active until 5:28am with more Snapchat and Google Sheets overnight.
If this looks useful, I can keep these morning summaries tight and focused on the things you'd most want to know.
→ Annie ONeill · send 07:30
Hey Annie - quick first look from me.
Grace's day was mostly practical stuff, Gmail (46m), Safari (15m), Giftful (13m), but the phone still flickered back on overnight with tiny Notes check-ins until 5:12am.
Gabrielle had a bigger evening than usual, mostly Netflix (1h 30m), then some overnight Instagram and Pinterest, with the phone active until 4:36am.
Owen was the clearest concern again. Snapchat (1h 40m) and Spotify (1h 37m) led, and the phone was still active until 5:28am with more Snapchat and Google Sheets overnight.
If this looks useful, I can keep these morning summaries tight and focused on the things you'd most want to know.
observation notes
  • pattern:grace:late-night-flickers
    Grace continues brief overnight and early-morning phone check-ins rather than long sessions; last confirmed: 2026-05-07; evidence: overnight activity 4/7 days and early-morning activity 5/7 days in the current rhythm window, with latest overnight end at 4:59am on 2026-05-05; shared with parent: 2026-05-07.
  • pattern:owen:late-night-phone-use
    Owen has persistent night and overnight phone use with Snapchat as the main anchor; last confirmed: 2026-05-07; evidence: night and overnight activity 7/7 days in the current rhythm window, with night median 53m and overnight median 18m, and Snapchat led the review day at 1h 40m; shared with parent: 2026-05-07.
  • pattern:gabrielle:overnight-check-ins
    Gabrielle has occasional overnight carryover, usually social and brief rather than all-night use; last confirmed: 2026-05-07; evidence: overnight activity 2/7 days in the current rhythm window, including activity to 4:36am on 2026-05-07, with Instagram and Pinterest leading that overnight stretch.
tool calls (20)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-flickers", "content": "Grace continues brief overnight and early-morning phone check-ins rather than long sessions; las…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has persistent night and overnight phone use with Snapchat as the main anchor; last confirm…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-check-ins", "content": "Gabrielle has occasional overnight carryover, usually social and brief rather than all-night…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Hey Tim - quick first look from me.\n\nGrace's day was mostly practical stuff, Gmail (46m), Safari…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Hey Annie - quick first look from me.\n\nGrace's day was mostly practical stuff, Gmail (46m), Safa…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 37 Fri 2026-05-08 queued_recap

Reviewed all four kids, saved new overnight-use observations for Grace, Gabrielle, and Owen, queued concern recaps to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Gabrielle had the biggest shift yesterday. The phone was active until 4:56am, mostly scattered Snapchat and photo check-ins, and the rest of the day stayed pretty full too with Snapchat (46m), Photos (45m), and Safari (42m).
Owen was still up very late again, with the phone reaching 4:59am. Yesterday's mix was lighter than some of his recent nights, but the overnight carryover is still there with Photos (43m), Snapchat (41m), and Google Sheets (15m).
Grace's overnight flickers kept going too, but they were tiny again - mostly Photos and Messages, with a few brief checks through 5:12am.
→ Annie ONeill · send 07:30
Gabrielle had the biggest shift yesterday. The phone was active until 4:56am, mostly scattered Snapchat and photo check-ins, and the rest of the day stayed pretty full too with Snapchat (46m), Photos (45m), and Safari (42m).
Owen was still up very late again, with the phone reaching 4:59am. Yesterday's mix was lighter than some of his recent nights, but the overnight carryover is still there with Photos (43m), Snapchat (41m), and Google Sheets (15m).
Grace's overnight flickers kept going too, but they were tiny again - mostly Photos and Messages, with a few brief checks through 5:12am.
observation notes
  • pattern:grace:overnight-flickers
    Grace continues to have brief overnight phone check-ins rather than long late-night sessions; last confirmed: 2026-05-08; evidence: overnight occurrence 5/7 days and early-morning occurrence 5/7 days in the last week, with latest overnight end at 4:59am on 2026-05-05 and review-day activity made up of tiny Messages and Calendar check-ins through 5:12am; shared with parent: 2026-05-08.
  • pattern:gabrielle:overnight-social-checkins
    Gabrielle's overnight phone use has recurred this week as scattered social and utility check-ins rather than one continuous all-night session; last confirmed: 2026-05-08; evidence: overnight occurrence 3/7 days and night occurrence 6/6 days in the last week, with latest overnight end at 4:56am on 2026-05-08 and review-day overnight activity led by Snapchat with repeated brief checks after midnight; shared with parent: 2026-05-08.
  • pattern:owen:overnight-phone-use
    Owen's overnight phone use remains a durable habit with activity carrying well past midnight into early morning across the whole week; last confirmed: 2026-05-08; evidence: overnight occurrence 7/7 days and early-morning occurrence 7/7 days in the last week, with latest overnight end at 4:59am on 2026-05-08 and review-day overnight checks including Photos, Google Sheets, and Snapchat through that window; shared with parent: 2026-05-08.
tool calls (20)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-flickers", "content": "Grace continues to have brief overnight phone check-ins rather than long late-night sessions; las…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-social-checkins", "content": "Gabrielle's overnight phone use has recurred this week as scattered social and utility…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's overnight phone use remains a durable habit with activity carrying well past midnight into…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle had the biggest shift yesterday. The phone was active until 4:56am, mostly scattered Sna…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Gabrielle had the biggest shift yesterday. The phone was active until 4:56am, mostly scattered Sna…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 38 Sat 2026-05-09 queued_recap

Reviewed all four kids, saved four observation notes for recurring/no-use patterns, queued recaps to both parents about Gabrielle and Owen's overnight concern-level usage plus Grace's continued flickers, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Gabrielle was still the biggest issue last night. The phone stayed active until 5:03am, with Spotify (1h 16m) and scattered Snapchat (39m) and Instagram (25m), and that pushed the day a little over 4 hours.
Owen had another very late night too, this time with Google Docs (36m) deep overnight and the phone still active at 5:01am. Earlier in the evening it was mostly Snapchat (57m) and Instagram (44m).
Grace was lighter overall, but the overnight flickers are still there - a few tiny checks kept going until 5:29am.
→ Annie ONeill · send 07:30
Gabrielle was still the biggest issue last night. The phone stayed active until 5:03am, with Spotify (1h 16m) and scattered Snapchat (39m) and Instagram (25m), and that pushed the day a little over 4 hours.
Owen had another very late night too, this time with Google Docs (36m) deep overnight and the phone still active at 5:01am. Earlier in the evening it was mostly Snapchat (57m) and Instagram (44m).
Grace was lighter overall, but the overnight flickers are still there - a few tiny checks kept going until 5:29am.
observation notes
  • pattern:lucy:no-use-stretch
    Lucy has had a sustained no-use stretch after an earlier mixed, evening-leaning phone routine; last confirmed: 2026-05-09; evidence: no activity across the current 7-day rhythm window after prior-week activity on 6 of 7 eligible days, including evening use on 6 of 7 days and night use on 5 of 7 days.
  • pattern:grace-late-night-flickers
    Grace has recurring tiny overnight and early-morning phone flickers that are usually brief and utility-heavy rather than extended scrolling; last confirmed: 2026-05-09; evidence: overnight activity on 6 of the last 7 days and early-morning activity on 6 of 7 days, with overnight median 1.63m and early-morning median 8.16m in the rhythm output.
  • pattern:gabrielle-overnight-social
    Gabrielle has developed a recurring overnight phone pattern with social and media use carrying past 11pm and often into the early morning; last confirmed: 2026-05-09; evidence: overnight activity on 4 of the last 7 days and night activity on 6 of 6 eligible days, with overnight median 16.4m and latest overnight end 4:56am on 2026-05-08 in the rhythm output.
  • pattern:owen-late-night-carryover
    Owen has a recurring late-night and overnight phone pattern, with use regularly carrying well past 11pm into the early morning; last confirmed: 2026-05-09; evidence: night activity on 6 of 6 eligible days and overnight activity on 7 of the last 7 days in the rhythm output, with overnight median 22.31m and latest overnight end 4:59am on 2026-05-08.
tool calls (21)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:lucy:no-use-stretch", "content": "Lucy has had a sustained no-use stretch after an earlier mixed, evening-leaning phone routine; last co…
  • remember_agent_observation{"memoryKey": "pattern:grace-late-night-flickers", "content": "Grace has recurring tiny overnight and early-morning phone flickers that are usually brief and u…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle-overnight-social", "content": "Gabrielle has developed a recurring overnight phone pattern with social and media use carrying …
  • remember_agent_observation{"memoryKey": "pattern:owen-late-night-carryover", "content": "Owen has a recurring late-night and overnight phone pattern, with use regularly carrying well pa…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle was still the biggest issue last night. The phone stayed active until 5:03am, with Spoti…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Gabrielle was still the biggest issue last night. The phone stayed active until 5:03am, with Spoti…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": "pattern:lucy:no-use-stretch", "…
Day 39 Sun 2026-05-10 queued_recap

Reviewed all four kids, saved recurring overnight-use notes for Grace, Gabrielle, and Owen, queued concern-focused morning recaps to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen was still the clearest concern yesterday - Snapchat (3h 13m) drove most of the day, and the phone kept going until 5:16am with more Snapchat and Google Sheets overnight.
Grace had a strange overnight stretch too, almost all Google Calendar (1h 15m) starting just after midnight and then a couple tiny Gmail checks later on.
Gabrielle was quieter than the last few days, mostly Photos (1h 10m), Snapchat (29m), and Instagram (18m), and wrapped up much earlier at 12:25am.
→ Annie ONeill · send 07:30
Owen was still the clearest concern yesterday - Snapchat (3h 13m) drove most of the day, and the phone kept going until 5:16am with more Snapchat and Google Sheets overnight.
Grace had a strange overnight stretch too, almost all Google Calendar (1h 15m) starting just after midnight and then a couple tiny Gmail checks later on.
Gabrielle was quieter than the last few days, mostly Photos (1h 10m), Snapchat (29m), and Instagram (18m), and wrapped up much earlier at 12:25am.
observation notes
  • pattern:grace:overnight-flickers
    Grace's phone has recurring overnight flickers, usually tiny utility-style check-ins rather than sustained scrolling; last confirmed: 2026-05-10; evidence: overnight activity on 6/7 days in the current rhythm window, with one large Google Calendar block on 2026-05-10 and latest overnight end at 4:59am in the 7-day window.
  • pattern:gabrielle:overnight-social
    Gabrielle has a recurring overnight phone pattern with social and media check-ins that sometimes extend into the early morning; last confirmed: 2026-05-09; evidence: overnight activity on 4/7 days and night activity on 6/6 eligible days in the current rhythm window, with latest overnight end at 4:56am on 2026-05-08.
  • pattern:owen:late-night-phone-use
    Owen has a recurring late-night phone pattern with substantial night use and regular overnight carryover; last confirmed: 2026-05-10; evidence: overnight activity 7/7 days and night activity 6/6 eligible days in the current rhythm window, with median night use 57.79m and phone activity continuing to 5:16am in the review timeline.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-flickers", "content": "Grace's phone has recurring overnight flickers, usually tiny utility-style check-ins rather than …
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-social", "content": "Gabrielle has a recurring overnight phone pattern with social and media check-ins that sometime…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has a recurring late-night phone pattern with substantial night use and regular overnight c…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen was still the clearest concern yesterday - Snapchat (3h 13m) drove most of the day, and the p…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Owen was still the clearest concern yesterday - Snapchat (3h 13m) drove most of the day, and the p…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 40 Mon 2026-05-11 queued_recap

Reviewed all four kids, saved updated watch notes for Grace, Gabrielle, and Owen, queued the same morning recap to both parents about Owen and Grace's overnight use plus Gabrielle's earlier stop, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen was a little lighter on Snapchat yesterday at 1h 47m, but the phone still kept going until 5:03am with Google Docs and a few tiny Instagram checks overnight.
Grace had a much busier evening than usual, mostly Gmail (59m), Safari (29m), Duolingo (25m), and Spotify (23m), then the same tiny overnight flickers through 5:23am.
Gabrielle looked a lot more contained this time - mostly Pinterest (59m), Instagram (18m), and Snapchat (12m), and wrapped up by 9:29pm.
→ Annie ONeill · send 07:30
Owen was a little lighter on Snapchat yesterday at 1h 47m, but the phone still kept going until 5:03am with Google Docs and a few tiny Instagram checks overnight.
Grace had a much busier evening than usual, mostly Gmail (59m), Safari (29m), Duolingo (25m), and Spotify (23m), then the same tiny overnight flickers through 5:23am.
Gabrielle looked a lot more contained this time - mostly Pinterest (59m), Instagram (18m), and Snapchat (12m), and wrapped up by 9:29pm.
observation notes
  • pattern:grace:overnight-flickers
    Grace still shows recurring overnight flickers made up of tiny utility-style checks rather than sustained use; last confirmed: 2026-05-11; evidence: overnight activity on 7/7 days in the last week with median 1.78m, including Google Calendar and Gmail checks through 5:23am.
  • pattern:gabrielle:overnight-carryover
    Gabrielle has a recurring overnight carryover tendency, but this review day was much earlier and centered in the evening instead; last confirmed: 2026-05-10; evidence: overnight activity on 4/7 days in the last week with median 16.4m, latest 4:56am on May 8, while the review day ended at 9:29pm with Pinterest-led evening use.
  • pattern:owen:late-night-phone-use
    Owen's late-night phone use remains a recurring tendency with activity stretching well past midnight across the week; last confirmed: 2026-05-11; evidence: overnight activity on 7/7 days and early-morning activity on 7/7 days in the last week, with the review day still active through 5:03am after night Snapchat and Google Docs.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-flickers", "content": "Grace still shows recurring overnight flickers made up of tiny utility-style checks rather than s…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-carryover", "content": "Gabrielle has a recurring overnight carryover tendency, but this review day was much earlier…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's late-night phone use remains a recurring tendency with activity stretching well past midn…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen was a little lighter on Snapchat yesterday at 1h 47m, but the phone still kept going until 5:…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Owen was a little lighter on Snapchat yesterday at 1h 47m, but the phone still kept going until 5:…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 41 Tue 2026-05-12 queued_recap

Reviewed all four kids, saved recurring overnight observations for Owen and Grace, queued both parents a recap focused on Owen's 5:21am phone use plus Grace's overnight flickers, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen was still up very late again, phone activity stretched to 5:21am with scattered Snapchat and Google Slides overnight. Earlier in the day it was lighter, mostly Snapchat (54m), Photos (14m), and Spotify (12m).
Grace had a different kind of busy day - a long Notes block (1h 14m) in the evening, then the same tiny overnight flickers through 4:14am.
Gabrielle looked pretty contained this time, mostly Spotify (33m), Safari (20m), and Instagram (16m), and wrapped up by 9:59pm.
→ Annie ONeill · send 07:30
Owen was still up very late again, phone activity stretched to 5:21am with scattered Snapchat and Google Slides overnight. Earlier in the day it was lighter, mostly Snapchat (54m), Photos (14m), and Spotify (12m).
Grace had a different kind of busy day - a long Notes block (1h 14m) in the evening, then the same tiny overnight flickers through 4:14am.
Gabrielle looked pretty contained this time, mostly Spotify (33m), Safari (20m), and Instagram (16m), and wrapped up by 9:59pm.
observation notes
  • pattern:owen:late-night-phone-use
    Owen regularly carries phone use late into the night and overnight; last confirmed: 2026-05-12; evidence: night activity 6/6 eligible days in the last week with median 50.22m, plus overnight activity 7/7 days with median 18.01m.
  • pattern:grace:overnight-flickers
    Grace has recurring tiny overnight phone check-ins even when the rest of the day looks contained; last confirmed: 2026-05-12; evidence: overnight activity 7/7 eligible days in the last week with median 1.78m, while the review day reached 4:14am with only brief Photos, Calendar, and Messages sessions.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen regularly carries phone use late into the night and overnight; last confirmed: 2026-05-12; …
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen regularly carries phone use late into the night and overnight; last confirmed: 2026-05-12; …
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-flickers", "content": "Grace has recurring tiny overnight phone check-ins even when the rest of the day looks contained;…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen was still up very late again, phone activity stretched to 5:21am with scattered Snapchat and …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Owen was still up very late again, phone activity stretched to 5:21am with scattered Snapchat and …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 42 Wed 2026-05-13 queued_recap

Reviewed all four children, saved recurring overnight-use observations for Grace and Owen, queued the same short recap to both parents about Owen's much earlier stop and Grace's ongoing tiny overnight checks, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen finally shut it down much earlier last night. Phone activity only barely crossed past midnight instead of running until 5am again, and the daytime mix was more ordinary - Safari (40m), Snapchat (34m), and Spotify (16m).
Grace still had the same tiny overnight checks, this time through 4:45am, but the rest of the day looked pretty typical with Safari (41m) and Duolingo (23m).
→ Annie ONeill · send 07:30
Owen finally shut it down much earlier last night. Phone activity only barely crossed past midnight instead of running until 5am again, and the daytime mix was more ordinary - Safari (40m), Snapchat (34m), and Spotify (16m).
Grace still had the same tiny overnight checks, this time through 4:45am, but the rest of the day looked pretty typical with Safari (41m) and Duolingo (23m).
observation notes
  • pattern:grace:overnight-flickers
    Grace has recurring tiny overnight phone checks that usually look incidental rather than sustained use; last confirmed: 2026-05-13; evidence: overnight activity on 7/7 days this week with median 1.78m, mostly Google Calendar and brief utility checks; shared with parent: 2026-05-13.
  • pattern:owen:late-night-phone-use
    Owen has recurring late-night and overnight phone use with activity often continuing past midnight and into early morning; last confirmed: 2026-05-13; evidence: overnight activity 7/7 days and early-morning activity 6/7 days this week, with median 18.01m overnight and 15.36m early morning; shared with parent: 2026-05-13.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-flickers", "content": "Grace has recurring tiny overnight phone checks that usually look incidental rather than sustaine…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has recurring late-night and overnight phone use with activity often continuing past midnig…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen finally shut it down much earlier last night. Phone activity only barely crossed past midnigh…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Owen finally shut it down much earlier last night. Phone activity only barely crossed past midnigh…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 43 Thu 2026-05-14 queued_recap

Updated overnight-use observations for Grace and Owen, queued one recap to each parent about Grace's heavier late day and Owen's continued improvement, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a much heavier day than usual yesterday, mostly Safari (1h 15m), Spotify (54m), and Messages (50m). It also stretched a little later than usual for her, with activity through 11:55pm.
Owen looked more contained again. Biggest apps were Spotify (32m) and Snapchat (16m), and the late-night carryover stayed well short of the 5am nights from earlier this week.
→ Annie ONeill · send 07:30
Grace had a much heavier day than usual yesterday, mostly Safari (1h 15m), Spotify (54m), and Messages (50m). It also stretched a little later than usual for her, with activity through 11:55pm.
Owen looked more contained again. Biggest apps were Spotify (32m) and Snapchat (16m), and the late-night carryover stayed well short of the 5am nights from earlier this week.
observation notes
  • pattern:grace:overnight-flickers
    Grace continues to have recurring overnight phone checks that are usually brief and utility-heavy rather than sustained use; last confirmed: 2026-05-14; evidence: overnight activity on 7/7 days in the last week, median 2.62m, latest local end 4:45am on 2026-05-13; shared with parent: 2026-05-14.
  • pattern:owen:late-night-use
    Owen's phone use still regularly carries into late night and early morning, though the intensity has eased from the prior week; last confirmed: 2026-05-14; evidence: night activity on 6/6 eligible days and overnight on 7/7 days in the last week, with night median 35.6m and overnight median 9.38m; shared with parent: 2026-05-14.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-flickers", "content": "Grace continues to have recurring overnight phone checks that are usually brief and utility-heavy…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use still regularly carries into late night and early morning, though the intensity has e…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much heavier day than usual yesterday, mostly Safari (1h 15m), Spotify (54m), and Mess…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a much heavier day than usual yesterday, mostly Safari (1h 15m), Spotify (54m), and Mess…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 44 Fri 2026-05-15 queued_recap

Reviewed all four kids, saved recurring overnight-use notes for Grace and Owen, queued one recap to each parent about Grace's new Roblox use and Owen's continued overnight phone activity, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a new one yesterday: Roblox (22m) in the evening. Roblox is a gaming app, and the rest of the day still looked pretty in character for her - mostly Gmail (37m) and Safari (30m).
Owen's phone was still going overnight again, with Google Docs and Apple Maps carrying into early this morning. The heavier part of the day was still pretty contained though, led by Snapchat (47m) and Google Docs (26m).
→ Annie ONeill · send 07:30
Grace had a new one yesterday: Roblox (22m) in the evening. Roblox is a gaming app, and the rest of the day still looked pretty in character for her - mostly Gmail (37m) and Safari (30m).
Owen's phone was still going overnight again, with Google Docs and Apple Maps carrying into early this morning. The heavier part of the day was still pretty contained though, led by Snapchat (47m) and Google Docs (26m).
observation notes
  • pattern:grace:overnight-checks
    Grace has recurring brief overnight and early-morning phone checks, usually utility-heavy rather than extended scrolling; last confirmed: 2026-05-15; evidence: overnight activity 7/7 days and early-morning activity 7/7 days in the last week, with overnight median 3m and latest overnight end 4:45am on 2026-05-13; shared with parent: 2026-05-14.
  • pattern:owen:late-night-phone-use
    Owen has recurring late-night and overnight phone use that extends past bedtime most nights, with Snapchat often anchoring the night window; last confirmed: 2026-05-15; evidence: overnight activity 7/7 days and night activity 6/6 days in the last week, with night median 34m and overnight median 9m.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • lookupActivity{"query": "Roblox", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-checks", "content": "Grace has recurring brief overnight and early-morning phone checks, usually utility-heavy rather th…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has recurring late-night and overnight phone use that extends past bedtime most nights, wit…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a new one yesterday: Roblox (22m) in the evening. Roblox is a gaming app, and the rest o…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a new one yesterday: Roblox (22m) in the evening. Roblox is a gaming app, and the rest o…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 45 Sat 2026-05-16 queued_recap

Reviewed all four kids, queued one recap to each parent about Grace and Owen, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's night looked a lot heavier than usual, mostly GroupMe (1h 13m), and that long stretch ran until 10:10pm. No overnight carryover this time though.
Owen was still on the phone late, but it was a much more ordinary kind of late than the 5am nights from earlier this week. Instagram (1h 12m) led the day, plus Netflix (45m), and the last real activity was around 11:57pm.
→ Annie ONeill · send 07:30
Grace's night looked a lot heavier than usual, mostly GroupMe (1h 13m), and that long stretch ran until 10:10pm. No overnight carryover this time though.
Owen was still on the phone late, but it was a much more ordinary kind of late than the 5am nights from earlier this week. Instagram (1h 12m) led the day, plus Netflix (45m), and the last real activity was around 11:57pm.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-flickers", "content": "Grace still shows recurring overnight and night phone checks, usually brief and utility-led rathe…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still runs late as a recurring tendency, with activity nearly every night and o…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's night looked a lot heavier than usual, mostly GroupMe (1h 13m), and that long stretch ran …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's night looked a lot heavier than usual, mostly GroupMe (1h 13m), and that long stretch ran …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "No sessions w…
Day 46 Sun 2026-05-17 queued_recap

Reviewed all four kids, saved an Owen late-night-use observation, queued the same recap to both parents about Owen's overnight stretch plus brief normal notes for Grace and Gabrielle, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen was back into the overnight stretch again, with phone activity running to 4:59am. Snapchat (1h 16m) led the day, and there was also a long Safari block after midnight (39m total).
Grace looked much more ordinary by comparison - mostly Photos (33m), Duolingo (27m), and Giftful (25m), with the last real activity before midnight.
Gabrielle stayed pretty in character too, led by Garmin Connect (27m), Safari (18m), and Instagram (17m), and wrapped up by 11:58pm.
→ Annie ONeill · send 07:30
Owen was back into the overnight stretch again, with phone activity running to 4:59am. Snapchat (1h 16m) led the day, and there was also a long Safari block after midnight (39m total).
Grace looked much more ordinary by comparison - mostly Photos (33m), Duolingo (27m), and Giftful (25m), with the last real activity before midnight.
Gabrielle stayed pretty in character too, led by Garmin Connect (27m), Safari (18m), and Instagram (17m), and wrapped up by 11:58pm.
observation notes
  • pattern:owen:late-night-phone-use
    Late phone use remains a real tendency for Owen, with overnight activity on 7/7 days in the last week and median overnight use of 7m, including a heavier stretch this review day that ran to 4:59am; last confirmed: 2026-05-17; evidence: current rhythm shows overnight occurrence 7/7 days and the timeline shows clustered sessions from 12:29am through 5:29am. shared with parent: 2026-05-17.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Late phone use remains a real tendency for Owen, with overnight activity on 7/7 days in the last…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen was back into the overnight stretch again, with phone activity running to 4:59am. Snapchat (1…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Owen was back into the overnight stretch again, with phone activity running to 4:59am. Snapchat (1…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 47 Mon 2026-05-18 queued_recap

Queued concise daily recaps for both parents about Grace’s fuller-but-earlier day and Owen’s later-but-contained usage, then recorded normal/not_observed verdicts for all four children.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a pretty full day yesterday, led by Safari (1h 33m), Photos (33m), and Spotify (31m), but it shut down much earlier than the late-night stretch from a few days ago.
Owen still ran later than the others, but it was a more contained version of his usual late phone time - Snapchat (1h 20m) led the day, plus Spotify (33m), and there wasn't another overnight run to 5am.
→ Annie ONeill · send 07:30
Grace had a pretty full day yesterday, led by Safari (1h 33m), Photos (33m), and Spotify (31m), but it shut down much earlier than the late-night stretch from a few days ago.
Owen still ran later than the others, but it was a more contained version of his usual late phone time - Snapchat (1h 20m) led the day, plus Spotify (33m), and there wasn't another overnight run to 5am.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a pretty full day yesterday, led by Safari (1h 33m), Photos (33m), and Spotify (31m), bu…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a pretty full day yesterday, led by Safari (1h 33m), Photos (33m), and Spotify (31m), bu…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 48 Tue 2026-05-19 queued_recap

Queued recaps for both parents, saved new observations for Grace's overnight Byga check-ins and Owen's recurring late phone use, logged a question about Gabrielle's unknown Bessy app, and recorded verdicts for all four kids.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace was on Byga (29m), Safari (59m), and Duolingo (16m) yesterday, then kept checking back into Byga overnight until 4:57am. Byga is a sports team coordination app, so this looked more like repeated logistics than a late scroll.
Gabrielle stayed pretty in character through most of the day, then had Bessy (51m) late at night. I can't tell what Bessy is from the app data though - do you know what that one is?
Owen was still up late, but it was a more contained version of his usual night phone time: Spotify (45m), Snapchat (30m), and Google Slides (11m), with the after-midnight activity mostly short utility-style check-ins rather than another 5am social run.
→ Annie ONeill · send 07:30
Grace was on Byga (29m), Safari (59m), and Duolingo (16m) yesterday, then kept checking back into Byga overnight until 4:57am. Byga is a sports team coordination app, so this looked more like repeated logistics than a late scroll.
Gabrielle stayed pretty in character through most of the day, then had Bessy (51m) late at night. I can't tell what Bessy is from the app data though - do you know what that one is?
Owen was still up late, but it was a more contained version of his usual night phone time: Spotify (45m), Snapchat (30m), and Google Slides (11m), with the after-midnight activity mostly short utility-style check-ins rather than another 5am social run.
observation notes
  • pattern:grace:overnight-byga-checkins
    Grace has had recurring overnight phone check-ins centered on Byga, a sports coordination app, that look more like repeated coordination/alert returns than entertainment scrolling; last confirmed: 2026-05-19; evidence: overnight activity on 6/7 days this week with median 7m, including a 4:57am endpoint on May 19 and Byga leading overnight minutes.
  • pattern:owen:late-night-phone-use
    Owen's phone use still tends to carry late, with regular overnight and early-morning activity even when the heaviest stretch shifts around; last confirmed: 2026-05-19; evidence: overnight activity 7/7 days this week and early-morning activity 7/7 days, with the latest overnight end still at 4:59am on May 17.
  • question:gabrielle:bessy-app
    Asked the parent what Bessy is after Gabrielle spent 51m in it late at night and the app data only identified it as an unknown utility app; asked: 2026-05-19; status: open.
tool calls (19)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • lookupActivity{"query": "Byga", "limit": 5}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • lookupActivity{"query": "Bessy", "limit": 5}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-byga-checkins", "content": "Grace has had recurring overnight phone check-ins centered on Byga, a sports coordination ap…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still tends to carry late, with regular overnight and early-morning activity ev…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was on Byga (29m), Safari (59m), and Duolingo (16m) yesterday, then kept checking back into …
  • remember_agent_observation{"memoryKey": "question:gabrielle:bessy-app", "content": "Asked the parent what Bessy is after Gabrielle spent 51m in it late at night and the app data only id…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace was on Byga (29m), Safari (59m), and Duolingo (16m) yesterday, then kept checking back into …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 49 Wed 2026-05-20 queued_recap

Reviewed all four kids, queued concern recaps to both parents about Grace and Owen's overnight use, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a really full day yesterday, mostly Safari (1h 29m), YouVersion Bible (46m), and Byga (40m), and it spilled overnight again. The late part looked more like logistics and cleanup than social scrolling, but the phone was still active until 4:57am.
Owen's night ran late again too, with activity reaching 4:59am. The heavier part of the day was Netflix (57m) and Snapchat (55m), so nothing runaway on one app, but the overnight carryover is still there.
→ Annie ONeill · send 07:30
Grace had a really full day yesterday, mostly Safari (1h 29m), YouVersion Bible (46m), and Byga (40m), and it spilled overnight again. The late part looked more like logistics and cleanup than social scrolling, but the phone was still active until 4:57am.
Owen's night ran late again too, with activity reaching 4:59am. The heavier part of the day was Netflix (57m) and Snapchat (55m), so nothing runaway on one app, but the overnight carryover is still there.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a really full day yesterday, mostly Safari (1h 29m), YouVersion Bible (46m), and Byga (4…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a really full day yesterday, mostly Safari (1h 29m), YouVersion Bible (46m), and Byga (4…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 50 Thu 2026-05-21 queued_recap

Reviewed all four children, queued the same concrete recap to both parents about Grace's still-late night and Owen's shift toward GroupMe with lighter overnight carryover, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's night still ran late, but in a different shape than the last couple days. Netflix (43m) was the main thing late, and the phone wrapped closer to midnight instead of another 4:57am carryover.
Owen's day shifted hard into GroupMe (1h 29m) yesterday, with Snapchat (35m) well behind it. The overnight carryover was lighter too, even though he's still the one running latest in the family.
→ Annie ONeill · send 07:30
Grace's night still ran late, but in a different shape than the last couple days. Netflix (43m) was the main thing late, and the phone wrapped closer to midnight instead of another 4:57am carryover.
Owen's day shifted hard into GroupMe (1h 29m) yesterday, with Snapchat (35m) well behind it. The overnight carryover was lighter too, even though he's still the one running latest in the family.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's night still ran late, but in a different shape than the last couple days. Netflix (43m) wa…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's night still ran late, but in a different shape than the last couple days. Netflix (43m) wa…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 51 Fri 2026-05-22 queued_recap

Queued recaps for both parents about Owen's late-night carryover and Grace's different-shaped day, then recorded verdicts for all four kids.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a fuller shopping-and-browsing kind of day yesterday, mostly Safari (46m), Giftful (29m), and Gmail (28m), and the phone was mostly done by 10:31pm. A few new shopping sites showed up too, including SHEIN (4m) and Free People (1m).
Owen's night was later than the rest again, but a different kind of late. Most of the after-midnight time was Notes (24m), then a little Google Sheets and Photos, with the last check-in at 4:50am.
→ Annie ONeill · send 07:30
Grace had a fuller shopping-and-browsing kind of day yesterday, mostly Safari (46m), Giftful (29m), and Gmail (28m), and the phone was mostly done by 10:31pm. A few new shopping sites showed up too, including SHEIN (4m) and Free People (1m).
Owen's night was later than the rest again, but a different kind of late. Most of the after-midnight time was Notes (24m), then a little Google Sheets and Photos, with the last check-in at 4:50am.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a fuller shopping-and-browsing kind of day yesterday, mostly Safari (46m), Giftful (29m)…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a fuller shopping-and-browsing kind of day yesterday, mostly Safari (46m), Giftful (29m)…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 52 Sat 2026-05-23 queued_recap

Queued the morning recap for both parents covering Grace, Gabrielle, and Owen, marked Lucy not observed, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's day tilted more into entertainment than the shopping-and-logistics stretch from earlier this week, mostly Disney+ (49m) and Block Blast! (26m), and it still wrapped before midnight.
Gabrielle had a fuller afternoon on Netflix (1h 19m), then not much late. Amazon (13m) showed up too, but otherwise it looked pretty in character.
Owen was still the earliest-morning one, but yesterday wasn't another big late-night run. Most of it was Spotify (24m), Apple Maps (13m), and Photos (11m), with the overnight piece looking more like quick utility check-ins than another 5am scroll.
→ Annie ONeill · send 07:30
Grace's day tilted more into entertainment than the shopping-and-logistics stretch from earlier this week, mostly Disney+ (49m) and Block Blast! (26m), and it still wrapped before midnight.
Gabrielle had a fuller afternoon on Netflix (1h 19m), then not much late. Amazon (13m) showed up too, but otherwise it looked pretty in character.
Owen was still the earliest-morning one, but yesterday wasn't another big late-night run. Most of it was Spotify (24m), Apple Maps (13m), and Photos (11m), with the overnight piece looking more like quick utility check-ins than another 5am scroll.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's day tilted more into entertainment than the shopping-and-logistics stretch from earlier th…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's day tilted more into entertainment than the shopping-and-logistics stretch from earlier th…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 53 Sun 2026-05-24 queued_recap

Reviewed all four kids, queued the same concise daily recap to both parents highlighting Grace and Gabrielle's light days plus Owen's latest-night activity, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a really light Saturday, mostly Giftful (14m) and Pinterest (8m), and it was done by 9:29pm. CNN showed up for a minute in the afternoon, but otherwise nothing unusual there.
Gabrielle stayed pretty quiet too, mostly Instagram (11m), Photos (9m), and Snapchat (6m). There were a few very early-morning check-ins, with the last one at 5:18am, but it still looked more like quick returns than a long late-night stretch.
Owen was the one that ran latest again. Most of the night was Google Sheets (20m), Apple Maps (20m), Snapchat (33m), and Spotify (22m), with activity still going at 5:18am.
→ Annie ONeill · send 07:30
Grace had a really light Saturday, mostly Giftful (14m) and Pinterest (8m), and it was done by 9:29pm. CNN showed up for a minute in the afternoon, but otherwise nothing unusual there.
Gabrielle stayed pretty quiet too, mostly Instagram (11m), Photos (9m), and Snapchat (6m). There were a few very early-morning check-ins, with the last one at 5:18am, but it still looked more like quick returns than a long late-night stretch.
Owen was the one that ran latest again. Most of the night was Google Sheets (20m), Apple Maps (20m), Snapchat (33m), and Spotify (22m), with activity still going at 5:18am.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a really light Saturday, mostly Giftful (14m) and Pinterest (8m), and it was done by 9:2…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a really light Saturday, mostly Giftful (14m) and Pinterest (8m), and it was done by 9:2…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 54 Mon 2026-05-25 queued_recap

Reviewed all four kids, saved recurring overnight-use observations for Gabrielle and Owen, queued concern recaps to both parents centered on Gabrielle's 5am Snapchat run, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Hey Tim! Gabrielle had a huge Snapchat day yesterday, 7h 24m total, and a single session ran until 5:00am this morning. That's worth a check-in.
Grace was barely on the phone at all, just a few quick morning check-ins like ChatGPT (2m) and Duolingo (2m).
Owen looked more settled than usual last night. Snapchat (1h 9m) still led, but the overnight piece was light compared with the earlier 5am carryover this week.
→ Annie ONeill · send 07:30
Hey Annie! Gabrielle had a huge Snapchat day yesterday, 7h 24m total, and a single session ran until 5:00am this morning. That's worth a check-in.
Grace was barely on the phone at all, just a few quick morning check-ins like ChatGPT (2m) and Duolingo (2m).
Owen looked more settled than usual last night. Snapchat (1h 9m) still led, but the overnight piece was light compared with the earlier 5am carryover this week.
observation notes
  • pattern:gabrielle:overnight-snapchat
    Recurring late Snapchat carryover remains the main concern; last confirmed: 2026-05-25; evidence: overnight occurrence 5/7 days in the last week, with a 300m Snapchat overnight session in this review window and activity continuing to 5:00am on May 25.
  • pattern:owen:late-night-use
    Late-day phone use is still Owen's clearest recurring tendency, though this review day was lighter than usual overnight; last confirmed: 2026-05-25; evidence: overnight activity 7/7 days and night activity 6/6 days in the last week, with latest overnight end at 4:59am on May 20 and this review window easing to low overnight minutes.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-snapchat", "content": "Recurring late Snapchat carryover remains the main concern; last confirmed: 2026-05-25; evide…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Late-day phone use is still Owen's clearest recurring tendency, though this review day was lighter tha…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Hey Tim! Gabrielle had a huge Snapchat day yesterday, 7h 24m total, and a single session ran until…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Hey Annie! Gabrielle had a huge Snapchat day yesterday, 7h 24m total, and a single session ran unt…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 55 Tue 2026-05-26 queued_recap

Reviewed all four children, saved two usage observations for Gabrielle and Owen, queued morning recaps to both parents about Gabrielle's comedown and Grace's light day, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Hey Tim! Gabrielle came way back down from that 5am Snapchat blowup. Yesterday was still Snapchat-led (1h 30m), but the late piece looked more like a cluster of check-ins than another all-night run.
Grace stayed light again, mostly Pinterest (12m), Duolingo (7m), and Block Blast! (7m), and nothing really ran late.
→ Annie ONeill · send 07:30
Hey Annie! Gabrielle came way back down from that 5am Snapchat blowup. Yesterday was still Snapchat-led (1h 30m), but the late piece looked more like a cluster of check-ins than another all-night run.
Grace stayed light again, mostly Pinterest (12m), Duolingo (7m), and Block Blast! (7m), and nothing really ran late.
observation notes
  • pattern:gabrielle:overnight-snapchat
    Gabrielle has a recurring overnight Snapchat tendency with occasional very heavy spillover into early morning; last confirmed: 2026-05-26; evidence: overnight occurrence 5/7 days in the current rhythm window, with a 5:00am end on 2026-05-25 and another Snapchat-led night/early-morning stretch in the review window.
  • pattern:owen:late-night-use
    Owen's phone use regularly carries into late night, though the intensity varies and recent days have been lighter than the prior week; last confirmed: 2026-05-26; evidence: night activity occurred 6/6 eligible days in the current rhythm window with median 18.69m, down from 26.24m in the prior window.
tool calls (18)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-snapchat", "content": "Gabrielle has a recurring overnight Snapchat tendency with occasional very heavy spillover in…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-snapchat", "content": "Gabrielle has a recurring overnight Snapchat tendency with occasional very heavy spillover in…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use regularly carries into late night, though the intensity varies and recent days have b…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Hey Tim! Gabrielle came way back down from that 5am Snapchat blowup. Yesterday was still Snapchat-…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Hey Annie! Gabrielle came way back down from that 5am Snapchat blowup. Yesterday was still Snapcha…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 56 Wed 2026-05-27 queued_recap

Reviewed all four kids, saved Owen's recurring late-night use as an observation, queued the same morning recap to both parents about Gabrielle settling down and Owen still being active until 5:18am, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Hey Tim! Gabrielle was much quieter yesterday, mostly Instagram (17m), Photos (8m), and Snapchat (4m). The late piece was there, but it wrapped by 11:55pm instead of spilling into the early morning.
Owen was the one still running late. Snapchat (40m) led again, and there were scattered check-ins all the way to 5:18am this morning.
→ Annie ONeill · send 07:30
Hey Annie! Gabrielle was much quieter yesterday, mostly Instagram (17m), Photos (8m), and Snapchat (4m). The late piece was there, but it wrapped by 11:55pm instead of spilling into the early morning.
Owen was the one still running late. Snapchat (40m) led again, and there were scattered check-ins all the way to 5:18am this morning.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night phone use remains a real tendency for Owen; last confirmed: 2026-05-26; evidence: night activity occurred 6/6 eligible days in the last 7-day rhythm, median 18.69m, with review-window use continuing until 5:18am and the heaviest late pieces still centering on Snapchat.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night phone use remains a real tendency for Owen; last confirmed: 2026-05-26; evide…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night phone use remains a real tendency for Owen; last confirmed: 2026-05-26; evide…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Hey Tim! Gabrielle was much quieter yesterday, mostly Instagram (17m), Photos (8m), and Snapchat (…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Hey Annie! Gabrielle was much quieter yesterday, mostly Instagram (17m), Photos (8m), and Snapchat…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 57 Thu 2026-05-28 queued_recap

Reviewed all four children, queued a brief daily recap to both parents about Gabrielle's quiet day and Owen's still-late but lighter night, and recorded the run with no new observations or profile updates.

recaps queued (2)
→ Tim ONeill · send 07:30
Gabrielle stayed on the quiet side again yesterday, mostly Instagram (17m), Snapchat (5m), and a little Garmin Connect, with no overnight carryover this time.
Owen was still up late, but lighter than the recent 5am stretch. Snapchat (12m) led, and the phone wrapped by 11:59pm.
→ Annie ONeill · send 07:30
Gabrielle stayed on the quiet side again yesterday, mostly Instagram (17m), Snapchat (5m), and a little Garmin Connect, with no overnight carryover this time.
Owen was still up late, but lighter than the recent 5am stretch. Snapchat (12m) led, and the phone wrapped by 11:59pm.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle stayed on the quiet side again yesterday, mostly Instagram (17m), Snapchat (5m), and a l…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Gabrielle stayed on the quiet side again yesterday, mostly Instagram (17m), Snapchat (5m), and a l…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 58 Fri 2026-05-29 queued_recap

Queued concise daily recaps for both parents, saved an updated late-night watch note for Owen, and recorded verdicts for all four children.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had one of those morning-heavy phone days yesterday. Giftful (54m) led, then Block Blast! (17m), and the rest of the evening stayed pretty light.
Owen ran later again, mostly Instagram (1h 18m), Spotify (32m), and Snapchat (31m), with the last check-in at 11:22pm.
→ Annie ONeill · send 07:30
Grace had one of those morning-heavy phone days yesterday. Giftful (54m) led, then Block Blast! (17m), and the rest of the evening stayed pretty light.
Owen ran later again, mostly Instagram (1h 18m), Spotify (32m), and Snapchat (31m), with the last check-in at 11:22pm.
observation notes
  • pattern:owen:late-night-phone-use
    Regular late-night phone use remains a real tendency for Owen, centered on social and media apps rather than overnight spillover; last confirmed: 2026-05-28; evidence: night activity on 6/6 eligible days in the last week, median 30m, with this review day ending at 11:22pm across Instagram, Snapchat, and Spotify; shared with parent: 2026-05-29.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • lookupActivity{"query": "athletic.live", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Regular late-night phone use remains a real tendency for Owen, centered on social and media apps…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had one of those morning-heavy phone days yesterday. Giftful (54m) led, then Block Blast! (1…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had one of those morning-heavy phone days yesterday. Giftful (54m) led, then Block Blast! (1…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 59 Sat 2026-05-30 queued_recap

Reviewed all four kids, saved Owen’s ongoing late-night-use observation, queued the same short recap to both parents about Gabrielle’s fuller night and Owen’s lighter but still late-leaning day, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Gabrielle spent 1h 31m on Instagram yesterday, plus Netflix (15m), and the phone was still active at 11pm. Not a blowup, but a fuller night than the quieter couple of days before.
Owen was much lighter, mostly Spotify (27m), with a few Snapchat (6m) and Instagram (8m) check-ins. The late habit is still there, but last night stayed short and wrapped before midnight.
→ Annie ONeill · send 07:30
Gabrielle spent 1h 31m on Instagram yesterday, plus Netflix (15m), and the phone was still active at 11pm. Not a blowup, but a fuller night than the quieter couple of days before.
Owen was much lighter, mostly Spotify (27m), with a few Snapchat (6m) and Instagram (8m) check-ins. The late habit is still there, but last night stayed short and wrapped before midnight.
observation notes
  • pattern:owen:late-night-use
    Regular bedtime carryover remains the main thing to watch for Owen; last confirmed: 2026-05-29; evidence: night activity occurred 6/6 eligible days over the last week, median 15.92m, with overnight activity on 5/7 days even though this review day was lighter and ended before midnight.
tool calls (16)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • lookupActivity{"query": "akaquill.net", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Regular bedtime carryover remains the main thing to watch for Owen; last confirmed: 2026-05-29; eviden…
    error: [ { "origin": "string", "code": "invalid_format", "format": "datetime", "pattern": "/^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$/", "path": [ "expiresAt" ], "message": "Invalid ISO datetime" } ]
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Regular bedtime carryover remains the main thing to watch for Owen; last confirmed: 2026-05-29; eviden…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle spent 1h 31m on Instagram yesterday, plus Netflix (15m), and the phone was still active …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Gabrielle spent 1h 31m on Instagram yesterday, plus Netflix (15m), and the phone was still active …
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…
Day 60 Sun 2026-05-31 queued_recap

Reviewed all four kids, saved an updated note on Owen's lighter late-night use, queued the same three-child quiet-day recap to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace was really light yesterday, mostly Target (8m), Google (6m), and Duolingo (5m). No overnight activity, and even the usual night check-ins stayed tiny.
Gabrielle kept it pretty contained too, mostly Snapchat (20m), Instagram (16m), and some camera time. Everything stayed in the afternoon and evening this time.
Owen's day was more daytime than usual - Spotify (33m) led, and the late piece was just a couple quick check-ins that wrapped by 11:19pm.
→ Annie ONeill · send 07:30
Grace was really light yesterday, mostly Target (8m), Google (6m), and Duolingo (5m). No overnight activity, and even the usual night check-ins stayed tiny.
Gabrielle kept it pretty contained too, mostly Snapchat (20m), Instagram (16m), and some camera time. Everything stayed in the afternoon and evening this time.
Owen's day was more daytime than usual - Spotify (33m) led, and the late piece was just a couple quick check-ins that wrapped by 11:19pm.
observation notes
  • pattern:owen:late-night-use
    Owen's regular bedtime carryover has been quieter this week, with only brief night activity on 6/6 eligible days and much lighter night minutes than the prior week; last confirmed: 2026-05-30; evidence: night occurrence still 6/6 days but median 13m this week vs 17m prior week, and the review day ended with only brief check-ins before 11:19pm.
tool calls (16)
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's regular bedtime carryover has been quieter this week, with only brief night activity on 6/6 eli…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was really light yesterday, mostly Target (8m), Google (6m), and Duolingo (5m). No overnight…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace was really light yesterday, mostly Target (8m), Google (6m), and Duolingo (5m). No overnight…
  • finish_observation_run{"children": [{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childName": "Lucy", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActivi…

Source: docs/reports/observation-retro/2026-08-11-oneill-60d-clean.json · simulatedRunId 631ee96c-328e-450a-9ee1-83937b8387d6