Observation retro — ONeill Family (2026-04-01 → 2026-05-30)

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

Family
ONeill Family · 5835c49c · America/Chicago
Simulated window
2026-04-01 → 2026-05-30 (60 days)
Environment
development · writes ON, recaps simulated
Simulated run id
3b4aac26-621d-4154-b314-5282f6e205e0
Generated
2026-08-12 21:18
Notes
run 3 (post updateParentProfile tool + intro-strip + 14-observed-day floor + 'again' negative example): 80 memories backed up & wiped, child briefs emptied, first_observed_date cleared, 99 outreach messages removed, parent briefs reset to current default (Annie + weekly line), 4 pronoun memories reseeded
60/60
days completed
zero failed runs
60
recaps queued
84
observation notes written
4
child-brief writes
first on day 16

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

Lucy

first written day 30 · 1 write · final revision 8 · 761 chars

Lucy's phone use so far looks varied and still a little unsettled, with no single app dominating but communication, utilities, and casual games showing up repeatedly across the day. She often has some phone activity at night, and while it has not consistently turned into very late overnight use, the bedtime edge is the clearest thing to watch as her routine fills in. Roblox, GroupMe, Apple Phone, Venmo, Photos, and a rotating mix of entertainment and utility apps suggest a social, practical, and exploratory pattern rather than one fixed habit yet. The main read for now is that Lucy's use tends to spread across afternoon, evening, and night more than clustering into one narrow window, so understanding what drives those later check-ins will matter most.
write history
  • day 30 (2026-04-30) — rev 7 → 8
    Lucy reached 14 observed days with enough activity history to write her first durable brief.

Grace

first written day 16 · 1 write · final revision 8 · 699 chars

Grace's phone use has been consistently light to moderate and largely practical so far. She tends to use her phone across the day with a noticeable share of utility and school-adjacent activity, and while she often checks it in the evening, she has generally kept it out of true overnight use. Her top activities so far look mixed and low-stakes: Gmail, Photos, Notes, Duolingo, Giftful, and occasional entertainment apps, which together suggest a blend of communication, organization, and casual downtime rather than one app dominating her day. So far, the main thing to watch is whether bedtime use starts stretching later, since late-evening activity shows up more often than overnight carryover.
write history
  • day 16 (2026-04-16) — rev 7 → 8
    Grace has reached 14 observed days with enough consistent usage data to write her first child brief.

Gabrielle

first written day 16 · 1 write · final revision 8 · 711 chars

Gabrielle's phone use tends to be regular and socially oriented, with Instagram and Snapchat recurring alongside practical check-ins like Garmin Connect and Gmail. Her use often stretches across the full day and can spill later at night, but it has not settled into one single shape from day to day, so the timing matters as much as the totals. Social apps are the main drivers of her screen time and are the clearest place where late finishes tend to show up, while Garmin Connect and other utility activity often look like normal texture rather than the story. The main read so far is that Gabrielle's habits are generally steady, with late-night phone use being the thing most worth watching when it appears.
write history
  • day 16 (2026-04-16) — rev 7 → 8
    Gabrielle has reached 14 observed days with enough consistent usage data to write her first child brief.

Owen

first written day 17 · 1 write · final revision 8 · 815 chars

Owen's phone use tends to be active across the full day with his heaviest pull in social and media apps, especially Snapchat, Spotify, Photos, and Apple Maps. The main thing that stands out is that his use often stretches late, with night activity showing up much more reliably than true daytime-only use, so the bedtime edge matters more than any one daytime spike. His top apps so far look mixed between social connection, music, navigation, and camera use rather than one app fully dominating, but late finishes and occasional overnight carryover are the clearest habits to watch. Utility and school-type apps sometimes show up around the edges of those late stretches, which may reflect practical use rather than the main story, but the overall read is that Owen's phone is hardest for him to put away at night.
write history
  • day 17 (2026-04-17) — rev 7 → 8
    Writing Owen's first child brief now that he has reached 14 observed days and has enough repeated usage evidence to describe his durable tendencies.

Day by day

Day 1 Wed 2026-04-01 no_action

Reviewed all four children, found no real activity data yet, skipped both parents' first outreach per the no-data rule, and recorded the run with all children marked not_observed.

recaps queued (0)

no recap queued

tool calls (5)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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"}
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActiv…
Day 2 Thu 2026-04-02 queued_recap

Reviewed all four kids, queued first-intro recaps to both parents about Grace’s tiny setup-day activity, cleared the intro flag from both parent briefs, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! Looks like we officially have Grace set up with Clearspace ✅
Her first day was extremely light, just a couple quick YouTube checks (2m) late last night and almost nothing else.
I'll send a short note each morning when there's something real to summarize, and you can text anytime if you want me to look more closely at anything.
→ Annie ONeill · send 07:30
Morning Annie! Looks like we officially have Grace set up with Clearspace ✅
Her first day was extremely light, just a couple quick YouTube checks (2m) late last night and almost nothing else.
I'll send a short note each morning while I'm learning the kids' usual rhythm, and you can text anytime if you want me to look more closely at anything.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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", "humanFormat": true}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "humanFormat": true}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "humanFormat": true}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! Looks like we officially have Grace set up with Clearspace ✅\n\nHer first day was ext…
  • updateParentProfile{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "userBrief": "## Outreach Preferences\nQueue recaps to send at 7:30 am.", "reason": "Introduced in first outre…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! Looks like we officially have Grace set up with Clearspace ✅\n\nHer first day was e…
  • updateParentProfile{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "userBrief": "## Outreach Preferences\nQueue recaps to send at 7:30 am.\n\nAfter the learning period, Annie wo…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "not_observed", "patternKey": null, "evidence": "analyzeActiv…
Day 3 Fri 2026-04-03 queued_recap

Queued Tim's recap, skipped Annie per her preference, and recorded normal first real-use reads for Grace and Gabrielle with Lucy and Owen still not meaningfully observed.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had her first real day of phone use yesterday, and it was pretty balanced - a little Block Blast! (12m), Photos (12m), Gmail (10m), Pinterest (9m), and Duolingo (8m), with nothing overnight and just a couple quick checks after 10pm.
Gabrielle's first day looked pretty light too, mostly Snapchat (17m) and Instagram (17m), plus Messages (9m), and nothing late.
I also still haven't seen any real use yet from Lucy, and Owen only had a few minutes late last night that looked more like setup than a real day of phone use.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • getRecentConversation{"sinceHours": 48, "limit": 20}
  • getFamilyPolicies{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had her first real day of phone use yesterday, and it was pretty balanced - a little Block B…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 4 Sat 2026-04-04 queued_recap

Reviewed all four kids, queued Tim a morning recap about Grace, Gabrielle, Owen, and Lucy, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a fuller day yesterday, mostly Pinterest (22m), Gmail (22m), and Photos (20m), but still nothing meaningfully late. One thing I noticed though - there isn't any active rule on her phone right now even though you had asked for phones off at 10pm on school nights and midnight on weekends.
Gabrielle's phone use stayed pretty light too, led by Garmin Connect (28m), Snapchat (20m), and Instagram (17m), all wrapped up before late night.
Owen's first real day looked balanced overall, mostly Snapchat (21m), Apple Maps (17m), and Spotify (10m), with just a few minutes after 11pm.
I still haven't seen any real use from Lucy yet.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • getRecentConversation{"sinceHours": 72, "limit": 20}
  • getFamilyPolicies{}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a fuller day yesterday, mostly Pinterest (22m), Gmail (22m), and Photos (20m), but still…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 5 Sun 2026-04-05 queued_recap

Reviewed all four kids' last-24h activity, judged Grace/Gabrielle/Owen as normal and Lucy as not yet observed, queued Tim a learning-period recap, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's day got a lot busier yesterday, mostly Photos (1h 2m) and Gmail (51m), with a burst of Giftful (18m) in the afternoon. Still nothing meaningfully late though.
Gabrielle was mostly on Snapchat (1h 5m) and Instagram (18m) in the evening, and Owen's phone use stayed pretty balanced too, led by Snapchat (1h 1m) and Spotify (24m), with just a little use after 11pm.
I still haven't seen any real use from Lucy yet.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's day got a lot busier yesterday, mostly Photos (1h 2m) and Gmail (51m), with a burst of Gif…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 6 Mon 2026-04-06 queued_recap

Reviewed all four kids' last 24 hours, queued Tim a learning-period recap, skipped Annie per her weekly preference and no concerns, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's phone use settled back down yesterday - mostly Photos (10m), YouTube (7m), and ChatGPT (7m), with no overnight use.
Gabrielle was pretty light too, mostly Instagram (16m), Photos (13m), and Snapchat (11m), all wrapped up before late night.
Owen's phone stayed balanced overall, led by Snapchat (19m) and Spotify (13m), with just a few minutes after 11pm.
Still no real use from Lucy yet.
tool calls (9)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use settled back down yesterday - mostly Photos (10m), YouTube (7m), and ChatGPT (7m…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 7 Tue 2026-04-07 queued_recap

Reviewed all four kids’ last 24 hours, queued Tim a short recap on Grace, Gabrielle, and Owen, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a pretty healthy day yesterday, led by Gmail (23m), Block Blast! (15m), and Giftful (14m), and she still stayed off her phone overnight.
Gabrielle was light too, mostly Instagram (16m) and Snapchat (11m), all wrapped up before late night.
Owen's phone use picked up late last night, mostly Snapchat (55m), and he was still on it until 11:11pm.
tool calls (7)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a pretty healthy day yesterday, led by Gmail (23m), Block Blast! (15m), and Giftful (14m…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 91 minu…
Day 8 Wed 2026-04-08 queued_recap

Reviewed all four kids, saved a new observation for Owen’s recurring late-night phone use, queued Tim a 7:30am recap, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's afternoon was busier yesterday, mostly Gmail (23m), Notes (18m), and Giftful (13m), but she still kept it off overnight.
Gabrielle had more phone time than usual in the afternoon and evening, led by Gmail (24m), Photos (20m), Instagram (19m), and Snapchat (14m), all still wrapped up before late night.
Owen's phone use kept drifting toward the end of the night, mostly Snapchat (14m), and he was still on it until 11:51pm.
observation notes
  • pattern:owen:late-night-phone-use
    Owen has a recurring late-night phone habit, mostly short Snapchat-led use near the end of the night; last confirmed: 2026-04-07; evidence: night activity on 6/6 eligible days in the last week, median 10m, with 26m on the review day and use ending before midnight. shared with parent: 2026-04-08.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has a recurring late-night phone habit, mostly short Snapchat-led use near the end of the n…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace's afternoon was busier yesterday, mostly Gmail (23m), Notes (18m…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 119 m…
Day 9 Thu 2026-04-09 queued_recap

Queued Tim's recap, saved an observation about Owen's recurring late-night phone use, skipped Annie per her weekly preference, and recorded verdicts for all four kids.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a healthy day yesterday, and a new one in the mix was Disney+ (29m), but she still kept it off overnight.
Gabrielle's phone use stayed in its usual range, mostly Snapchat (20m), Instagram (19m), and Photos (17m), all wrapped up before late night.
Owen was still on his phone until 11:35pm last night. Most of the day was pretty balanced, but the late use keeps clustering around Snapchat, photos, and quick app hopping.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use tends to extend into the late night; last confirmed: 2026-04-08; evidence: night activity occurred 6/6 eligible days in the current 7-day rhythm window, with median 19m and latest observed end 11:39pm.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "Owen's phone use tends to extend into the late night; last confirmed: 2026-04-08; evidence: nigh…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace had a healthy day yesterday, and a new one in the mix was Disney…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "AnalyzeActivityPat…
Day 10 Fri 2026-04-10 queued_recap

Reviewed all four kids, saved a new late-night Snapchat observation for Owen, queued Tim a 7:30am recap about Owen's recurring late use plus brief notes on Grace and Gabrielle, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a lighter day yesterday, mostly Gmail (23m) and a little Giftful (9m), and she still kept it off overnight.
Gabrielle's phone use shifted earlier yesterday - a lot of Garmin Connect (35m), then Instagram (17m) and Snapchat (14m), with almost nothing in the evening.
Owen was still on Snapchat until 11:39pm last night. That's the fourth message this week where late use was part of the story, and Snapchat (1h 19m) drove most of it - want me to set up a nighttime block for it?
observation notes
  • pattern:owen:late-night-snapchat
    Owen's phone use keeps extending into the night, usually anchored by Snapchat; last confirmed: 2026-04-10; evidence: night activity occurred 6/6 eligible days in the last 7-day rhythm window, median 29m, with Snapchat leading that daypart and latest end 11:39pm. shared with parent: 2026-04-10.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:late-night-snapchat", "content": "Owen's phone use keeps extending into the night, usually anchored by Snapchat; last confirmed: 20…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a lighter day yesterday, mostly Gmail (23m) and a little Giftful (9m), and she still kep…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 70m in …
Day 11 Sat 2026-04-11 queued_recap

Reviewed all four kids, saved a new note about Owen's recurring late-night Snapchat use, queued Tim a recap about Gabrielle's later heavier day and Owen's ongoing late-night drift, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's phone use spread out a little more yesterday, with some evening time in Giftful (11m) and Byga (9m), but she still kept it off overnight.
Gabrielle's phone stayed much busier than usual and ran later too - Instagram (1h 20m) led the day and she was still on it until midnight.
Owen's late-night phone use eased up a bit, but Snapchat (33m) still led and he was still on his phone close to midnight. Since that's been the theme most of this week, a nighttime Snapchat block still looks like the cleanest fix if you want one.
observation notes
  • pattern:owen:late-night-snapchat
    Owen's phone use keeps extending into the late night, usually led by Snapchat; last confirmed: 2026-04-10; evidence: night activity occurred 6/6 eligible days in the last week with Snapchat leading that daypart at 88.95m, and yesterday's review ended before midnight with 17.62m at night.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:late-night-snapchat", "content": "Owen's phone use keeps extending into the late night, usually led by Snapchat; last confirmed: 20…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use spread out a little more yesterday, with some evening time in Giftful (11m) and …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 83.58m …
Day 12 Sun 2026-04-12 queued_recap

Reviewed all four kids, saved Owen's recurring late-night phone pattern plus one open question about his new finance apps, queued Tim a recap for 7:30am, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace kept things pretty light yesterday - mostly Gmail (24m), Photos (8m), and Messages (8m), with almost nothing in the evening and no real overnight use.
Gabrielle's phone use stayed busier than usual through the day, led by Garmin Connect (53m), Snapchat (27m), and Instagram (25m), and she was still on it until midnight.
Owen's late-night phone use is still the piece I'd keep an eye on. Snapchat (35m) and Apple Maps (34m) led, and he was still on his phone until 11:54pm.
One other thing from Owen's day - Robinhood showed up along with American Express and PayPal. How do you feel about him using finance apps?
observation notes
  • pattern:owen:late-night-phone-use
    Owen has a recurring late-night phone habit centered on social and utility apps, with night activity on 6/6 eligible days in the current 7-day rhythm window and a latest local end of 11:54pm; last confirmed: 2026-04-12. Evidence: night median 37m this week versus 6m the previous week, with Snapchat and Apple Maps leading.
  • question:owen:money-apps
    Asked how they feel about Owen using finance and money-transfer apps after Robinhood, American Express, and PayPal appeared during a light daytime stretch; asked: 2026-04-12; status: open.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • lookupActivity{"query": "Robinhood", "limit": 5}
  • lookupActivity{"query": "SeatYourself", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has a recurring late-night phone habit centered on social and utility apps, with night acti…
  • remember_agent_observation{"memoryKey": "question:owen:money-apps", "content": "Asked how they feel about Owen using finance and money-transfer apps after Robinhood, American Express, a…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace kept things pretty light yesterday - mostly Gmail (24m), Photos (8m), and Messages (8m), wit…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 13 Mon 2026-04-13 queued_recap

Reviewed all four kids, saved Owen's recurring late-night phone-use note plus the open finance-app question, queued Tim a morning recap, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had the busiest stretch of her day in Block Blast! (15m), Giftful (13m), and ChatGPT (10m), but she still kept the phone basically out of late night use.
Gabrielle's day wrapped much earlier than the last couple, mostly Instagram (17m) and Snapchat (15m), with nothing in the evening or late night.
Owen's phone use finally eased up at the end of the night. He still checked Snapchat (13m) and Spotify (36m) led the day, but late use was brief and wrapped much earlier than the overnight usage from before.
observation notes
  • pattern:owen:late-night-phone-use
    Owen has a recurring late-night phone-use tendency centered on social and utility app hopping, especially Snapchat; last confirmed: 2026-04-12; evidence: night activity on 6/6 eligible days in the last week, median 29m, with the latest local end at 11:54pm on 2026-04-11; shared with parent: 2026-04-12.
  • question:owen:finance-apps
    Asked how they feel about Owen using finance apps after Robinhood appeared alongside American Express and PayPal; asked: 2026-04-12; status: open.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has a recurring late-night phone-use tendency centered on social and utility app hopping, e…
  • remember_agent_observation{"memoryKey": "question:owen:finance-apps", "content": "Asked how they feel about Owen using finance apps after Robinhood appeared alongside American Express a…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had the busiest stretch of her day in Block Blast! (15m), Giftful (13m), and ChatGPT (10m), …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "AnalyzeActivityPat…
Day 14 Tue 2026-04-14 queued_recap

Reviewed all four kids, saved three usage-pattern notes for Grace, Gabrielle, and Owen, queued Tim a morning recap, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's phone use leaned more into evening stuff yesterday - mostly Photos (21m), Giftful (15m), and Notes (11m) - but she still kept it out of overnight use.
Gabrielle looked pretty steady, mostly Instagram (23m), Spotify (16m), and Gmail (12m), with a little late checking but nothing that ran past her usual range.
Nice change with Owen - the late-night phone use finally stayed brief. Most of his day was Instagram (54m), and after that it was just a quick Snapchat check before bed.
observation notes
  • pattern:grace:evening-heavy-utility-use
    Grace's use tends to cluster in the evening with mostly utility and light entertainment apps rather than late-night scrolling; last confirmed: 2026-04-13; evidence: evening activity occurred 6/6 eligible days in the last week, with median 24m and no overnight use in the review day.
  • pattern:gabrielle:night-social-checkins
    Gabrielle has a recurring pattern of light night social use without drifting into overnight sessions; last confirmed: 2026-04-13; evidence: night activity appeared on 4/6 eligible days this week with median 22m, and the review day ended in a typical short Instagram-led night window.
  • pattern:owen:late-night-phone-use
    Owen's late-night phone use has eased from earlier in the week but still recurs as near-bed social checking; last confirmed: 2026-04-13; evidence: night activity occurred 6/6 eligible days this week with median 25m, and the review day was brief at night after a heavier Instagram evening.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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}
  • remember_agent_observation{"memoryKey": "pattern:grace:evening-heavy-utility-use", "content": "Grace's use tends to cluster in the evening with mostly utility and light entertainment ap…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:night-social-checkins", "content": "Gabrielle has a recurring pattern of light night social use without drifting into overnigh…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's late-night phone use has eased from earlier in the week but still recurs as near-bed soci…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use leaned more into evening stuff yesterday - mostly Photos (21m), Giftful (15m), a…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:evening-heavy-utility-…
Day 15 Wed 2026-04-15 queued_recap

Reviewed all four kids, saved new watch notes for Grace and Owen, queued Tim a recap about Gabrielle's overnight use plus Grace/Owen context, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace stayed out of overnight use, but she did spend more time on her phone right before bed than usual last night - mostly Duolingo (9m), Photos (8m), and Google Drive (4m).
Gabrielle was on her phone until 5am this morning, with Instagram (54m), Gmail (34m), Snapchat (25m), and Spotify (23m) spread across the day. That late finish is worth a check-in.
Owen had a noticeably lighter phone day. Apple Maps (18m) led and his late use stayed brief, which is a good sign.
observation notes
  • pattern:grace:late-night-uptick
    Grace's phone use usually stays out of late night, but night activity ticked up in this review window; last confirmed: 2026-04-14; evidence: night use occurred 6/6 days in the current 7-day rhythm window with 25.57m on 2026-04-14 versus a 14-day median active night of 5.35m.
  • pattern:owen:late-night-phone-use
    Owen has a recurring late-night phone habit, but it was lighter in this review window; last confirmed: 2026-04-14; evidence: night activity still occurred 6/6 eligible days in the current 7-day rhythm window, though 2026-04-14 night use was 12.48m and ended before the 11pm teen concern threshold.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-uptick", "content": "Grace's phone use usually stays out of late night, but night activity ticked up in this review win…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has a recurring late-night phone habit, but it was lighter in this review window; last conf…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace stayed out of overnight use, but she did spend more time on her phone right before bed than …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-uptick", "e…
Day 16 Thu 2026-04-16 queued_recapchild brief written

Reviewed all four kids, wrote first briefs for Grace and Gabrielle, saved Owen’s recurring late-night phone-use note, queued Tim a recap, skipped Annie per her weekly preference, and recorded the run.

✎ child brief written — Grace rev 7 → 8
Grace's phone use has been consistently light to moderate and largely practical so far. She tends to use her phone across the day with a noticeable share of utility and school-adjacent activity, and while she often checks it in the evening, she has generally kept it out of true overnight use. Her top activities so far look mixed and low-stakes: Gmail, Photos, Notes, Duolingo, Giftful, and occasional entertainment apps, which together suggest a blend of communication, organization, and casual downtime rather than one app dominating her day. So far, the main thing to watch is whether bedtime use starts stretching later, since late-evening activity shows up more often than overnight carryover.

reason — Grace has reached 14 observed days with enough consistent usage data to write her first child brief.

✎ child brief written — Gabrielle rev 7 → 8
Gabrielle's phone use tends to be regular and socially oriented, with Instagram and Snapchat recurring alongside practical check-ins like Garmin Connect and Gmail. Her use often stretches across the full day and can spill later at night, but it has not settled into one single shape from day to day, so the timing matters as much as the totals. Social apps are the main drivers of her screen time and are the clearest place where late finishes tend to show up, while Garmin Connect and other utility activity often look like normal texture rather than the story. The main read so far is that Gabrielle's habits are generally steady, with late-night phone use being the thing most worth watching when it appears.

reason — Gabrielle has reached 14 observed days with enough consistent usage data to write her first child brief.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle looked a lot more settled yesterday. Mostly Snapchat (19m), Garmin Connect (17m), and Instagram (17m), and she wrapped well before the really late finish from the night before.
Owen's phone use picked back up late last night, mostly Snapchat (32m), Photos (14m), and YouTube (12m), with activity running to 11:54pm. One odd detail - there was also some school/work type app use overnight, including Google Sheets and Docs around 4:55am.
Grace stayed pretty steady, mostly Gmail (14m), Duolingo (10m), and YouTube (9m), and her phone still stayed out of true late-night use.
observation notes
  • pattern:owen:late-night-phone-use
    Owen still shows recurring late-night phone use centered on social and utility apps; last confirmed: 2026-04-15; evidence: night activity on 6/6 eligible days in the current 7-day rhythm window, median 15m, with the latest end at 11:54pm and one overnight spill to 4:55am on school/work apps. shared with parent: 2026-04-16.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "Aptrinsic", "limit": 5}
  • updateChildProfile{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childBrief": "Grace's phone use has been consistently light to moderate and largely practical so far.…
  • updateChildProfile{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "childBrief": "Gabrielle's phone use tends to be regular and socially oriented, with Instagram and Sna…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen still shows recurring late-night phone use centered on social and utility apps; last confir…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle looked a lot more settled yesterday. Mostly Snapchat (19m), Garmin Connect (17m), and In…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 85.86…
Day 17 Fri 2026-04-17 queued_recapchild brief written

Reviewed all four kids, wrote Owen's first child brief, saved new watch notes for Grace and Owen's later-night use, queued Tim a recap about Owen's overnight activity and the lighter context on Grace and Gabrielle, and skipped Annie per her weekly-only preference.

✎ child brief written — Owen rev 7 → 8
Owen's phone use tends to be active across the full day with his heaviest pull in social and media apps, especially Snapchat, Spotify, Photos, and Apple Maps. The main thing that stands out is that his use often stretches late, with night activity showing up much more reliably than true daytime-only use, so the bedtime edge matters more than any one daytime spike. His top apps so far look mixed between social connection, music, navigation, and camera use rather than one app fully dominating, but late finishes and occasional overnight carryover are the clearest habits to watch. Utility and school-type apps sometimes show up around the edges of those late stretches, which may reflect practical use rather than the main story, but the overall read is that Owen's phone is hardest for him to put away at night.

reason — Writing Owen's first child brief now that he has reached 14 observed days and has enough repeated usage evidence to describe his durable tendencies.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen's phone was active overnight again and there was still activity around 4:55am, mostly Snapchat (45m), Photos (38m), Spotify (31m), and Apple Maps (27m). That's worth a check-in.
Grace had a busier evening than usual too, with Spotify (37m), Gmail (33m), Giftful (11m), and Duolingo (10m), but she still stayed short of true overnight use.
Gabrielle looked pretty settled yesterday - mostly Snapchat (24m) and Instagram (18m), and nothing late at night.
observation notes
  • pattern:grace:later-night-use
    Grace's phone use has become heavier at night than earlier in her baseline, with activity still showing most nights and a stronger late-evening stretch than before; last confirmed: 2026-04-16; evidence: last 7 days show night activity on 6/6 eligible days and evening median 35m vs 27m the prior week.
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly runs late into the night, with repeated night activity and recent overnight carryover; last confirmed: 2026-04-16; evidence: last 7 days show night activity on 6/6 eligible days, overnight on 2/7 days, and the latest overnight end reached 4:55am.
tool calls (16)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "Bessy", "limit": 5}
  • lookupActivity{"query": "Flowcode", "limit": 5}
  • lookupActivity{"query": "famf.app", "limit": 5}
  • updateChildProfile{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "childBrief": "Owen's phone use tends to be active across the full day with his heaviest pull in socia…
  • remember_agent_observation{"memoryKey": "pattern:grace:later-night-use", "content": "Grace's phone use has become heavier at night than earlier in her baseline, with activity still show…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly runs late into the night, with repeated night activity and recent ove…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone was active overnight again and there was still activity around 4:55am, mostly Snapcha…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:later-night-use", "evi…
Day 18 Sat 2026-04-18 queued_recap

Reviewed all four kids, saved new watch notes for Grace and Owen plus a Lucy Venmo question, queued Tim a 7:30am recap about the overnight concerns, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace drifted later than usual last night. She was still in Gmail and Google Drive close to midnight, then had Apple Music running until 12:46am.
Gabrielle's phone was active through the night too, with TestFlight and Apple Music still going until 5:17am. That late finish is worth a check-in.
Owen's phone carried deep into overnight again, with Google Classroom and a few other checks still going until 4:58am. That's worth a look.
observation notes
  • pattern:grace:overnight-music-and-late-school-checks
    Grace's use stayed mostly practical by day but now shows a watch-worthy late-night edge, with overnight audio and near-midnight school/email check-ins; last confirmed: 2026-04-18; evidence: last_7d rhythm shows overnight activity on 5/7 days and night activity on 6/6 days, with 36m overnight on 2026-04-18 led by Apple Music and 50m in the prior night window led by Gmail and Google Drive.
  • pattern:owen:overnight-late-use
    Owen's phone remains hardest to put away at night, with repeated late-night and overnight activity spanning social, school, and utility apps; last confirmed: 2026-04-18; evidence: last_7d rhythm shows overnight activity on 3/7 days and night activity on 6/6 days, and the latest window ran to 4:58am with 52m overnight after 65m in the prior night window.
  • question:lucy:venmo-okay
    How do you feel about Lucy using Venmo, a money transfer app, after it first appeared during her first real day of activity? asked: 2026-04-18; status: open.
tool calls (17)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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"}
  • lookupActivity{"query": "Venmo", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-music-and-late-school-checks", "content": "Grace's use stayed mostly practical by day but now shows a watch-worthy late-…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-late-use", "content": "Owen's phone remains hardest to put away at night, with repeated late-night and overnight activity…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace drifted later than usual last night. She was still in Gmail and …
  • remember_agent_observation{"memoryKey": "question:lucy:venmo-okay", "content": "How do you feel about Lucy using Venmo, a money transfer app, after it first appeared during her first re…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:overnight-music-and-l…
Day 19 Sun 2026-04-19 queued_recap

Reviewed all four kids, saved three observation notes for late-night behavior, queued one recap for Tim about Grace/Lucy/Gabrielle, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a much bigger overnight stretch than usual last night - mostly Game Center (1h 27m), with activity carrying to 4:59am. That's worth a check-in.
Gabrielle's phone ran late too, with GroupMe (1h 41m) leading the day and activity still going close to midnight.
Lucy is still early in the learning window, but one thing stood out: she had Kahoot! (33m) overnight until 4:31am. Wanted that on your radar.
observation notes
  • pattern:grace:late-night-gaming
    Grace showed a new late-night gaming spike centered on Game Center overnight activity; last confirmed: 2026-04-19; evidence: overnight occurrence 5/7 days in the last week, but 87m of Game Center overnight this run versus a 5m median active overnight period, shared with parent: 2026-04-19.
  • pattern:gabrielle:late-night-phone-use
    Gabrielle's phone use has been consistently running late across the week with social and utility activity carrying toward midnight and beyond; last confirmed: 2026-04-19; evidence: night activity 5/6 days in the last week with a 26m median active night period, and this run also included overnight activity plus 73m at night.
  • pattern:owen:late-night-phone-use
    Owen's phone use is still hardest for him to put away at night, with activity recurring through late evening and frequent overnight carryover; last confirmed: 2026-04-19; evidence: overnight activity 4/7 days and night activity 6/6 days in the last week, with this run ending around midnight after 21m at night.
tool calls (14)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-gaming", "content": "Grace showed a new late-night gaming spike centered on Game Center overnight activity; last confir…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-phone-use", "content": "Gabrielle's phone use has been consistently running late across the week with social and ut…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use is still hardest for him to put away at night, with activity recurring through …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much bigger overnight stretch than usual last night - mostly Game Center (1h 27m), wit…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:late-night-gaming", "…
Day 20 Mon 2026-04-20 queued_recap

Reviewed all four kids, saved an overnight-use observation for Owen, queued Tim a concern recap about Gabrielle and Owen, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle had a really heavy Sunday, especially in the evening - Netflix (1h 42m) led and Instagram added another 1h, putting her well over 4 hours for the day.
Owen's phone also ran late, with overnight activity around 12:25am to 5am and a lot of school/communication use mixed in, especially GroupMe (1h 9m), Google Classroom (42m), Gmail (35m), and Google Slides (31m).
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use regularly carries into overnight hours and was last confirmed on 2026-04-20; rhythm shows overnight activity on 5/7 days and night activity on 6/6 days in the current week, with overnight median 18m and night median 49m.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • compareActivityUsage{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePresets": ["yesterday", "last_30d"], "interval": "day"}
  • compareActivityUsage{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePresets": ["yesterday", "last_30d"], "interval": "day"}
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use regularly carries into overnight hours and was last confirmed on 2026-04-20; rhy…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle had a really heavy Sunday, especially in the evening - Netflix (1h 42m) led and Instagra…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace had 149 minu…
Day 21 Tue 2026-04-21 queued_recap

Reviewed all four kids, saved new observations for Grace, Gabrielle, and Owen plus a learning-period question for Lucy, queued Tim a 7:30am recap, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a really light day yesterday, just a few quick checks and no overnight carryover.
Lucy is still early in the learning window, but yesterday looked pretty settled too - mostly FUTBIN (10m), Pinterest (4m), and Giftful (3m), with nothing late. I did notice her weekends have looked a lot busier than weekdays so far. Is there something regular in her schedule on weekdays?
Gabrielle's phone was active overnight, with MLB running until 1:55am. That wasn't a huge day overall, but the late finish is worth a check-in.
Owen's phone ran overnight too, with activity carrying into the early morning and GroupMe (36m) plus Google Slides (25m) leading the day.
observation notes
  • pattern:grace:quiet-daytime-lighter-use
    Grace's use is usually spread across the day but was notably lighter than her recent norm on 2026-04-20; last confirmed: 2026-04-20; evidence: review day totaled 33m with no overnight use, versus baseline medians lower by about 10m to 20m across morning, afternoon, and evening.
  • question:lucy:weekend-heavier-than-weekdays
    Asked whether Lucy's much heavier weekend use than weekday use reflects something regular in her schedule, prompted by no activity on 2026-04-15 and 2026-04-16, then active use on 5 of the next 5 windows with weekend totals far above weekdays; asked: 2026-04-21; status: open.
  • pattern:gabrielle:late-night-use
    Gabrielle's phone use regularly carries late, with overnight activity on most recent weeks and a stronger-than-usual overnight stretch on 2026-04-21; last confirmed: 2026-04-21; evidence: overnight occurrence 5/7 days in the current rhythm window, median 21m, with MLB carrying to 1:55am on the review day.
  • pattern:owen:late-night-use
    Owen's phone use regularly runs late into the night and overnight; last confirmed: 2026-04-21; evidence: overnight activity occurred 6/7 days in the current rhythm window and the review day again included overnight use plus 21m in the night window.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "TextNow", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:grace:quiet-daytime-lighter-use", "content": "Grace's use is usually spread across the day but was notably lighter than her recent norm …
  • remember_agent_observation{"memoryKey": "question:lucy:weekend-heavier-than-weekdays", "content": "Asked whether Lucy's much heavier weekend use than weekday use reflects something regu…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-use", "content": "Gabrielle's phone use regularly carries late, with overnight activity on most recent weeks and a …
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use regularly runs late into the night and overnight; last confirmed: 2026-04-21; evidenc…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a really light day yesterday, just a few quick checks and no overnight carryover.\n\nLuc…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:quiet-daytime-lighter-…
Day 22 Wed 2026-04-22 queued_recap

Reviewed all four kids, saved new watch notes for Lucy and Owen, queued Tim a recap focused on Lucy's overnight gaming and the day's notable context, and skipped Annie per her weekly-only preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Lucy was up on Build Stars for Brawl Stars until 4:31am last night, about 25m, and Roblox (22m) was the other thing that stood out. Wanted that on your radar.
Grace was almost completely off her phone yesterday - just a few short checks and no overnight carryover.
Gabrielle and Owen both looked more like their usual late-running selves than a spike day, but Owen's phone did stay active overnight again with Instagram (31m), GroupMe (27m), and Snapchat (15m) leading.
observation notes
  • pattern:lucy:overnight-gaming
    Lucy has started showing overnight gaming use worth watching; last confirmed: 2026-04-22; evidence: overnight activity on 5/7 eligible days in the current rhythm window, with a 24m Build Stars for Brawl Stars session overnight in the review day and an overnight median of 3m across active nights.
  • pattern:owen:late-night-phone-use
    Owen's phone use is consistently hardest for him to put away at night; last confirmed: 2026-04-22; evidence: night activity on 6/6 eligible days and overnight activity on 7/7 days in the current rhythm window, with current-window medians of 49m at night and 22m overnight.
  • question:lucy:weekday-weekend-structure
    Asked whether Lucy has something regular in her weekday schedule because her weekends have looked much busier than weekdays so far; asked: 2026-04-21; status: open.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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-gaming", "content": "Lucy has started showing overnight gaming use worth watching; last confirmed: 2026-04-22; evidence: …
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use is consistently hardest for him to put away at night; last confirmed: 2026-04-2…
  • remember_agent_observation{"memoryKey": "question:lucy:weekday-weekend-structure", "content": "Asked whether Lucy has something regular in her weekday schedule because her weekends have…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy was up on Build Stars for Brawl Stars until 4:31am last night, about 25m, and Roblox (22m) wa…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 23 Thu 2026-04-23 queued_recap

Reviewed all four kids, saved new notes for Grace and Owen plus Lucy's Venmo question, queued Tim a 7:30 recap, and skipped Annie per her weekly-after-learning preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Lucy looked a lot more settled last night, mostly Pinterest (42m) with no overnight carry past 5am. One new thing though, Venmo showed up in a few short checks through the day - how do you feel about Lucy using money transfer apps?
Grace stayed light again, mostly Photos (10m) and Giftful (8m), and nothing overnight.
Owen's phone was still active through the night, with App Store (25m), Snapchat (20m), and GroupMe (18m) leading. Wanted that on your radar.
observation notes
  • pattern:grace:late-night-use
    Grace's late-night phone use spiked over the weekend but has gone quiet in the last three observed days; last confirmed: 2026-04-19; evidence: overnight activity showed on 3/7 days in the current rhythm window, concentrated on 2026-04-17 to 2026-04-19, with 0 overnight minutes on 2026-04-20, 2026-04-21, and 2026-04-22.
  • pattern:owen:overnight-phone-use
    Owen's phone use regularly carries overnight and into early morning; last confirmed: 2026-04-23; evidence: overnight activity appeared on 7/7 days and early-morning activity on 6/7 days in the current rhythm window, with latest overnight end at 4:58am.
  • question:lucy:weekday-schedule
    Asked whether Lucy has something regular in her weekday schedule because her weekends looked much busier than weekdays early in the learning period; asked: 2026-04-21; status: dropped.
  • question:lucy:venmo-use
    Asked how the family feels about Lucy using Venmo after it appeared during a learning-period day with Pinterest (42m) leading and Venmo (8m) showing across morning, afternoon, and night; asked: 2026-04-23; status: open.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-use", "content": "Grace's late-night phone use spiked over the weekend but has gone quiet in the last three observed da…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use regularly carries overnight and into early morning; last confirmed: 2026-04-23; …
  • remember_agent_observation{"memoryKey": "question:lucy:weekday-schedule", "content": "Asked whether Lucy has something regular in her weekday schedule because her weekends looked much b…
  • remember_agent_observation{"memoryKey": "question:lucy:venmo-use", "content": "Asked how the family feels about Lucy using Venmo after it appeared during a learning-period day with Pint…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy looked a lot more settled last night, mostly Pinterest (42m) with no overnight carry past 5am…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-use", "evid…
Day 24 Fri 2026-04-24 queued_recap

Reviewed all four kids, saved an overnight-use observation for Owen and Lucy's open Venmo question, queued Tim a recap for 7:30am, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle had a really light day yesterday, just some iMovie (5m), Threads (4m), and Instagram (3m), and no late finish.
Owen's phone was still active overnight, with App Store (14m), Threads (9m), and Snapchat (25m) carrying into the early morning. Wanted that on your radar.
Lucy stayed pretty moderate yesterday, but Build Stars for Brawl Stars (10m) showed up late at night and Venmo (9m) popped up again through the day.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use regularly carries overnight into the 12am to 5am window; last confirmed: 2026-04-24; evidence: overnight activity appeared 7/7 days in the last week, median 25.63m, with the latest end at 4:58am.
  • question:lucy:venmo
    How do you feel about Lucy using Venmo, a money transfer app? It showed up in a few short checks through the day; asked: 2026-04-23; status: open.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 96, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use regularly carries overnight into the 12am to 5am window; last confirmed: 2026-04…
  • remember_agent_observation{"memoryKey": "question:lucy:venmo", "content": "How do you feel about Lucy using Venmo, a money transfer app? It showed up in a few short checks through the d…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle had a really light day yesterday, just some iMovie (5m), Threads (4m), and Instagram (3m…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 55.54 m…
Day 25 Sat 2026-04-25 queued_recap

Reviewed all four kids, saved two observation notes for Grace and Owen, queued Tim a recap for the late-night story, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a nice quiet day, mostly OpenAI (9m) and Schoology (3m), and she kept the late-night edge really clean.
Lucy was busier in the evening, mostly Roblox (13m), Star Wars (8m), and Venmo (7m), but nothing pushed into a real overnight session.
Owen's phone was still active late, with Snapchat (18m), GroupMe (10m), and Google Slides (20m) carrying through the night. Wanted that on your radar.
observation notes
  • pattern:grace:late-night-quiet
    Grace's bedtime edge has stayed quiet after earlier late-evening drift; last confirmed: 2026-04-24; evidence: night activity stayed minimal across the current week with median 1.79m over 6/6 eligible nights, down from 25.57m the prior week.
  • pattern:owen:late-night-phone-use
    Owen's phone use continues to run late as a recurring habit; last confirmed: 2026-04-24; evidence: night activity appeared on 6/6 eligible nights this week with median 35.55m, and overnight activity appeared on 7/7 days with median 25.03m.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-quiet", "content": "Grace's bedtime edge has stayed quiet after earlier late-evening drift; last confirmed: 2026-04-24;…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use continues to run late as a recurring habit; last confirmed: 2026-04-24; evidenc…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a nice quiet day, mostly OpenAI (9m) and Schoology (3m), and she kept the late-night edg…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-quiet", "ev…
Day 26 Sun 2026-04-26 queued_recap

Reviewed all four kids, saved an overnight-use observation for Owen, queued Tim a recap focused on Owen with brief notes on Grace and Lucy, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a nice low-key day, mostly Pinterest (23m) and OpenAI (10m), and she kept the bedtime edge clean.
Lucy was busier through the day, with Venmo (19m), Photos (18m), and Star Wars (14m) leading, but the late-night piece stayed pretty contained.
Owen's phone was active overnight again, this time with Google Slides (48m) and GroupMe (32m) leading. He was still on it into the early morning, so I wanted that on your radar.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use regularly carries overnight into the early morning, with overnight activity on 7/7 days in the current rhythm window and a median 25.63m overnight; last confirmed: 2026-04-26. Evidence: overnight latest end reached 4:52am this week, and the review day still included overnight Google Slides use plus early-morning carry. shared with parent: 2026-04-26.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use regularly carries overnight into the early morning, with overnight activity on 7…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a nice low-key day, mostly Pinterest (23m) and OpenAI (10m), and she kept the bedtime ed…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 62.01…
Day 27 Mon 2026-04-27 queued_recap

Reviewed all four kids, saved Owen's ongoing overnight-use observation, queued Tim a recap about Owen plus brief notes on Lucy and Gabrielle, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle had a really light Sunday, just Instagram (17m) and Snapchat (3m), and nothing late.
Lucy had more phone activity yesterday, but it stayed in daytime and evening use - Contacts (34m), Photos (25m), MyScreen - Live Wallpapers (19m), and Venmo (12m) led.
Owen's phone was active right through the night and into early this morning, with overnight use still running until 5:00am. Giftful (18m) and Goosechase (8m) led that stretch, and Instagram (51m) was his biggest app overall.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use is still regularly carrying past midnight into overnight hours; last confirmed: 2026-04-27; evidence: overnight activity appeared 7/7 days in the last week with median 25.63m, latest local end 5:00am on 2026-04-27.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:overnight-phone-use", "content": "Owen's phone use is still regularly carrying past midnight into overnight hours; last confirmed: …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle had a really light Sunday, just Instagram (17m) and Snapchat (3m), and nothing late.\n\n…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 64m i…
Day 28 Tue 2026-04-28 queued_recap

Reviewed all four kids, queued Tim a recap focused on Lucy's late-night use and Owen's continued overnight activity, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a really light Monday, mostly Gmail (5m), Giftful (4m), and Safari (4m), and she kept it clear of any real late-night carry.
Lucy stayed pretty light too, though App Store (14m) was the main overnight piece and her phone was still active until 4:52am.
Owen's overnight use is still the main thing on my radar. His phone was active through the night until 5:00am, with Google Sheets (30m), Instagram (41m), and Photos (22m) leading.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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 had a really light Monday, mostly Gmail (5m), Giftful (4m), and Safari (4m), and she kept it…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 32.5 mi…
Day 29 Wed 2026-04-29 queued_recap

Reviewed all four kids, saved Owen's ongoing overnight-use observation plus one open question about Lucy's later GroupMe night, queued Tim a 7:30am recap, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Good reset for Owen, his phone was still active overnight but it wrapped earlier than the last few nights. Last night was mostly Google (9m) and Photos (12m), and he was off before the very late 5am carry we were seeing before.
Lucy had more late-night phone time than usual, mostly GroupMe (17m) and Apple Phone (34m), and that stretch pushed close to midnight. Does that line up with something regular for her, or was it just a one-off?
Gabrielle was pretty light yesterday, mostly Photos (7m), Instagram (6m), and GroupMe (6m), with nothing after 11pm.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use still regularly carries overnight into the early morning; last confirmed: 2026-04-29; evidence: overnight activity appeared 7/7 days in the last week with median 29.68m, and the latest overnight end in the current week reached 5:00am on 2026-04-27; shared with parent: 2026-04-29.
  • question:lucy:late-groupme
    Asked whether Lucy's later-night GroupMe use lines up with something regular, since GroupMe led 17.23m of her night usage and her night minutes ran well above her recent baseline on 2026-04-28; asked: 2026-04-29; status: open.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:overnight-phone-use", "content": "Owen's phone use still regularly carries overnight into the early morning; last confirmed: 2026-0…
  • remember_agent_observation{"memoryKey": "question:lucy:late-groupme", "content": "Asked whether Lucy's later-night GroupMe use lines up with something regular, since GroupMe led 17.23m …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Good reset for Owen, his phone was still active overnight but it wrapped earlier than the last few…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 34.05…
Day 30 Thu 2026-04-30 queued_recapchild brief written

Reviewed all four kids, wrote Lucy’s first child brief, saved an overnight-use observation for Owen, queued Tim a recap about Owen’s still-late phone use, and skipped Annie per her weekly-only preference.

✎ child brief written — Lucy rev 7 → 8
Lucy's phone use so far looks varied and still a little unsettled, with no single app dominating but communication, utilities, and casual games showing up repeatedly across the day. She often has some phone activity at night, and while it has not consistently turned into very late overnight use, the bedtime edge is the clearest thing to watch as her routine fills in. Roblox, GroupMe, Apple Phone, Venmo, Photos, and a rotating mix of entertainment and utility apps suggest a social, practical, and exploratory pattern rather than one fixed habit yet. The main read for now is that Lucy's use tends to spread across afternoon, evening, and night more than clustering into one narrow window, so understanding what drives those later check-ins will matter most.

reason — Lucy reached 14 observed days with enough activity history to write her first durable brief.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen still had some phone use late last night, but it was a shorter carry than the 5am nights from earlier this week. Most of yesterday was pretty spread out - Apple Phone (21m), Photos (17m), Threads (12m), and Snapchat (12m), with the late stretch mostly Snapchat (10m).
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use still extends overnight on most nights, though the latest review day ended earlier than the prior week; last confirmed: 2026-04-30; evidence: overnight activity occurred 7/7 days in the last week with median 29.68m, and the latest overnight end in that window was 5:00am.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use still extends overnight on most nights, though the latest review day ended earli…
  • updateChildProfile{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childBrief": "Lucy's phone use so far looks varied and still a little unsettled, with no single app d…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen still had some phone use late last night, but it was a shorter carry than the 5am nights from…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 65m in …
Day 31 Fri 2026-05-01 queued_recap

Reviewed all four kids, saved an overnight-use observation for Owen, queued Tim a recap about Owen’s continued overnight phone activity, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen's phone was still going overnight and into early this morning. A lot of that stretch was Photos (30m), GroupMe (21m), Apple Phone (13m), Google Slides (12m), and Instagram (12m), and the weekly picture still has overnight use showing up every night.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use still regularly carries overnight into early morning; last confirmed: 2026-05-01; evidence: overnight activity occurred 7/7 eligible days in the last week, median 24m overnight and 23m early morning, with the latest overnight end at 5:00am on 2026-04-27 and review-window use continuing into overnight and early morning.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:overnight-phone-use", "content": "Owen's phone use still regularly carries overnight into early morning; last confirmed: 2026-05-01…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone was still going overnight and into early this morning. A lot of that stretch was Phot…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 53.8m i…
Day 32 Sat 2026-05-02 queued_recap

Reviewed all four kids, saved new notes for Owen's ongoing overnight use and Gabrielle's evening Instagram tendency, asked one parent-take question about Gabrielle's first-seen Kalshi app, queued Tim a recap for 7:30am, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen's phone was active through the night until 5:30am. Most of that late stretch was Photos (42m), Gmail (28m), Messages (20m), and Google Docs (16m), and the overnight use is still showing up every night this week.
Gabrielle mostly stayed in daytime and evening use yesterday, but Instagram (54m) clearly drove the day.
One other thing from Gabrielle's phone - Kalshi showed up for the first time. It's a prediction market trading app. How do you feel about her using that?
observation notes
  • pattern:owen:overnight-use
    Owen's phone use is consistently extending overnight into early morning; last confirmed: 2026-05-02; evidence: overnight activity occurred 7/7 days in the last-week rhythm view, with median 30m overnight and this review window carrying 70.68m overnight plus 54.15m at night.
  • pattern:gabrielle:evening-instagram
    Gabrielle's heavier phone use tends to center on evening Instagram rather than true overnight carry; last confirmed: 2026-05-02; evidence: in the last-week rhythm view evening activity showed 6/6 days with Instagram leading, and this review window had 55.51 evening minutes with Instagram at 45.98m before only a brief 0.48m night check.
  • question:gabrielle:kalshi
    How do you feel about Gabrielle using Kalshi, a prediction market trading app? asked: 2026-05-02; status: open; evidence: Kalshi first appeared on her phone during a day otherwise led by Instagram and Photos.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getRecentConversation{"sinceHours": 120, "limit": 20}
  • lookupActivity{"query": "Kalshi", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-use", "content": "Owen's phone use is consistently extending overnight into early morning; last confirmed: 2026-05-02; ev…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:evening-instagram", "content": "Gabrielle's heavier phone use tends to center on evening Instagram rather than true overnight …
  • remember_agent_observation{"memoryKey": "question:gabrielle:kalshi", "content": "How do you feel about Gabrielle using Kalshi, a prediction market trading app? asked: 2026-05-02; status…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Owen's phone was active through the night until 5:30am. Most of that l…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace had a light …
Day 33 Sun 2026-05-03 queued_recap

Reviewed all four kids, saved Owen’s ongoing overnight-use observation plus Gabrielle’s open Kalshi question, queued Tim a recap for 7:30am, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Lucy was completely off her phone yesterday, which stands out for her.
Gabrielle also had a really light Saturday and stayed out of late-night social use. Safari (12m) was the main thing, and Stocks popped up briefly overnight.
Owen's phone was still active overnight and into early this morning, but this time it was a shorter carry than the 5am nights. Most of yesterday was Google Docs (26m), Photos (26m), Snapchat (23m), and Safari (20m).
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use is still regularly carrying overnight into the early morning; last confirmed: 2026-05-03; evidence: overnight occurrence 7/7 days this week with latest end at 5:00am, and this review window still showed overnight and early-morning activity despite being lighter than his baseline.
  • question:gabrielle:kalshi
    Asked how they feel about Gabrielle using Kalshi, a prediction market trading app, after it first appeared on her phone; asked: 2026-05-02; status: open.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use is still regularly carrying overnight into the early morning; last confirmed: 20…
  • remember_agent_observation{"memoryKey": "question:gabrielle:kalshi", "content": "Asked how they feel about Gabrielle using Kalshi, a prediction market trading app, after it first appear…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy was completely off her phone yesterday, which stands out for her.\n\nGabrielle also had a rea…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace had 57.52 mi…
Day 34 Mon 2026-05-04 queued_recap

Reviewed all four kids, saved Owen's overnight-use pattern, queued Tim a recap about Owen and Lucy, and skipped Annie because her preference is weekly updates after the learning period.

recaps queued (1)
→ Tim ONeill · send 07:30
Lucy was completely off her phone for a second straight day, which really stands out for her.
Owen stayed on his phone late last night, with Snapchat (1h 7m) leading and the latest stretch still running into early morning. That overnight piece is still showing up every night this week.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use is consistently spilling overnight into early morning, with overnight activity on 7/7 days in the last week and latest end at 4:59am; last confirmed: 2026-05-04; evidence: rhythm shows overnight occurrence 7/7 days and early-morning occurrence 7/7 days this week, with the review window still active overnight and night Snapchat leading.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:overnight-phone-use", "content": "Owen's phone use is consistently spilling overnight into early morning, with overnight activity o…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy was completely off her phone for a second straight day, which really stands out for her.\n\nO…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 46m i…
Day 35 Tue 2026-05-05 queued_recap

Reviewed all four kids, saved two observation notes for Grace and Owen, queued Tim a recap about Grace's Safari-heavy evening and Owen's continuing overnight use, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a much more Safari-heavy evening than usual yesterday - 1h 23m total in Safari, with about an hour of that in the evening and another 10m before bed.
Owen's overnight phone use is still the main thing to watch. He was active into early this morning again, with Photos (43m) and Snapchat (13m) leading the day.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use is consistently carrying overnight into early morning; last confirmed: 2026-05-05; evidence: overnight activity occurred 7/7 days in the last week with median 18m overnight and latest observed end at 4:59am, alongside night activity 6/6 days.
  • pattern:grace:late-evening-safari
    Grace's use has a recurring late-evening edge and was unusually heavy in Safari this review day; last confirmed: 2026-05-05; evidence: night activity appeared 6/6 eligible days this week, and this review day's evening use reached 67m versus a 15m baseline evening median, mostly Safari.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:overnight-phone-use", "content": "Owen's phone use is consistently carrying overnight into early morning; last confirmed: 2026-05-0…
  • remember_agent_observation{"memoryKey": "pattern:grace:late-evening-safari", "content": "Grace's use has a recurring late-evening edge and was unusually heavy in Safari this review day;…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much more Safari-heavy evening than usual yesterday - 1h 23m total in Safari, with abo…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-evening-safari", …
Day 36 Wed 2026-05-06 queued_recap

Reviewed all four kids, saved new watch notes for Grace's late-night phone use and Owen's ongoing overnight use, queued Tim one recap for those concerns, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace was up on her phone later than usual last night. It wasn't social stuff - more Gmail (25m), Safari (48m), Photos (16m), and Duolingo (9m) - but a lot of it piled into the end of the day.
Owen's overnight phone use is still hanging on. Snapchat (1h 9m) led yesterday, and he was still active overnight and early this morning with Snapchat, Photos, and Google Docs in the mix.
observation notes
  • pattern:grace:late-night-phone-use
    Grace's phone use now has a recurring late-night edge worth watching, with night activity on 6/6 eligible days in the last week and a heavier spike last confirmed: 2026-05-05; evidence note: night median 5.85m across the week, then 47.99m on 2026-05-05 with Gmail, Photos, Messages, and Duolingo leading.
  • pattern:owen:overnight-phone-use
    Owen's phone use is persistently running overnight, last confirmed: 2026-05-06; evidence note: overnight and early-morning activity appeared on 7/7 eligible days in the last week, with overnight median 10.79m and early-morning median 12.28m, and latest overnight end reached 4:59am in the current week.
tool calls (16)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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}
  • lookupActivity{"query": "Bessy", "limit": 5}
  • getRecentConversation{"sinceHours": 120, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-phone-use", "content": "Grace's phone use now has a recurring late-night edge worth watching, with night activity on 6/…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use is persistently running overnight, last confirmed: 2026-05-06; evidence note: ov…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was up on her phone later than usual last night. It wasn't social stuff - more Gmail (25m), …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:late-night-phone-use"…
Day 37 Thu 2026-05-07 queued_recap

Reviewed all four kids, saved an overnight-use observation for Owen, queued Tim a recap about Gabrielle and Owen’s late-night activity, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle spent 1h 30m on Netflix yesterday, mostly in one long evening stretch, and also had social activity overnight until 4:36am with Instagram (39m) and Pinterest (21m) in the mix.
Owen was still on his phone late last night and early this morning, this time with Snapchat (1h 40m) and Spotify (1h 37m) leading. The overnight piece is still very much there.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use is reliably extending overnight, usually led by Snapchat with other utility and media activity mixed in; last confirmed: 2026-05-07; evidence: overnight activity occurred 7/7 days in the last week with median 18m overnight and 53m at night, including activity through 4:59am this week; shared with parent: 2026-05-06.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:overnight-phone-use", "content": "Owen's phone use is reliably extending overnight, usually led by Snapchat with other utility and …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle spent 1h 30m on Netflix yesterday, mostly in one long evening stretch, and also had soci…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 131m …
Day 38 Fri 2026-05-08 queued_recap

Reviewed all four kids, saved three pattern notes, queued one concern recap for Tim, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle crossed the line into a 4h 17m day yesterday, and a lot of the extra time came late. She also had social activity overnight until 4:56am, with Snapchat (46m), Instagram (23m), and Pinterest (17m) in the mix.
Owen was still on his phone deep into the night too, active until 4:59am. This time it was Photos (43m) and Snapchat (41m) leading, with some Google Sheets (15m) in the overnight stretch.
observation notes
  • pattern:grace:later-bedtime-use
    Grace's phone use has been running later than her earlier baseline, with bedtime activity now showing up every day this past week and a heavier late-evening/night mix than the week before; last confirmed: 2026-05-08; evidence note: night use occurred 6/6 eligible days in the current 7-day rhythm window with median 13.5m, up from 2.3m the prior week.
  • pattern:gabrielle:late-night-social
    Gabrielle's phone use has shifted into a clearer late-night social pattern this week, with overnight activity on 3/7 days and much heavier night use than the prior week; last confirmed: 2026-05-08; evidence note: overnight was active 3/7 days and night median was 8.1m versus 0.5m the week before, with Instagram, Pinterest, and Snapchat leading the overnight mix.
  • pattern:owen:overnight-phone-use
    Owen's phone use is continuing to spill overnight as a steady habit rather than an occasional late finish; last confirmed: 2026-05-08; evidence note: overnight and early-morning activity appeared on all 7/7 eligible days in the current rhythm window, with overnight median 22.3m and latest observed end 4:59am.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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", "humanFormat": true, "timezone": "America/Chicago"}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • remember_agent_observation{"memoryKey": "pattern:grace:later-bedtime-use", "content": "Grace's phone use has been running later than her earlier baseline, with bedtime activity now show…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-social", "content": "Gabrielle's phone use has shifted into a clearer late-night social pattern this week, with ove…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use is continuing to spill overnight as a steady habit rather than an occasional lat…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle crossed the line into a 4h 17m day yesterday, and a lot of the extra time came late. She…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:later-bedtime-use", "e…
Day 39 Sat 2026-05-09 queued_recap

Reviewed all four kids, saved three observation notes for Grace, Gabrielle, and Owen, queued Tim a recap about Gabrielle and Owen’s overnight use, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle was up on her phone until 4:56am again last night. This time Spotify (1h 16m) led, with Snapchat (39m), Instagram (25m), and Photos (24m) also in the mix.
Owen's overnight phone use kept going too, active until 4:59am. A lot of that stretch was Google Docs (36m), plus Instagram (44m) and Snapchat (57m) through the late night.
observation notes
  • pattern:grace:heavier-evening-practical-use
    Grace has shifted into a heavier evening phone rhythm, still mostly practical rather than entertainment-heavy; last confirmed: 2026-05-08; evidence: evening activity showed up 6/6 eligible days in the last week with a 35m median, and yesterday's evening reached 75m led by Spotify, Gmail, and Google Calendar.
  • pattern:gabrielle:late-night-phone-use
    Gabrielle's phone use is repeatedly spilling well past bedtime and into overnight hours; last confirmed: 2026-05-08; evidence: overnight activity appeared 4/7 days this week with the latest end at 4:56am, and yesterday included 55m overnight plus 65m at night led by Spotify, Snapchat, and Instagram; shared with parent: 2026-05-08.
  • pattern:owen:overnight-phone-use
    Owen's phone is repeatedly staying active deep into the night and overnight; last confirmed: 2026-05-08; evidence: overnight activity appeared 7/7 days this week with the latest end at 4:59am, and yesterday included 53m overnight plus 79m at night led by Google Docs, Instagram, and Snapchat; shared with parent: 2026-05-08.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:heavier-evening-practical-use", "content": "Grace has shifted into a heavier evening phone rhythm, still mostly practical rather t…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-phone-use", "content": "Gabrielle's phone use is repeatedly spilling well past bedtime and into overnight hours; la…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone is repeatedly staying active deep into the night and overnight; last confirmed: 2026…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle was up on her phone until 4:56am again last night. This time Spotify (1h 16m) led, with …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:heavier-evening-practi…
Day 40 Sun 2026-05-10 queued_recap

Reviewed all four kids, saved new observations for Grace's unusual overnight Calendar spike and Owen's ongoing overnight phone use, queued Tim a concern recap for Owen and Grace, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen was still on his phone deep into the night, active until 5:16am. Snapchat (3h 13m) led the day, and a lot of the late stretch was Snapchat, Photos, and Spotify.
Grace also had a very unusual overnight run, mostly Google Calendar (1h 15m), which is a pretty different look from her usual evenings.
observation notes
  • pattern:grace:overnight-calendar-spike
    Grace had an unusual overnight device stretch driven almost entirely by Google Calendar rather than her usual practical daytime mix; last confirmed: 2026-05-10; evidence: overnight occurrence 1/1 day in review at 75m versus 7/14 baseline overnight days with median 2m.
  • pattern:owen:overnight-phone-use
    Owen's phone use continues to spill deep into the night and early morning, with social activity and short check-ins carrying well past bedtime; last confirmed: 2026-05-10; evidence: night activity 13/13 baseline days and timeline sessions continuing until 5:16am, with Snapchat 3h 13m in the review window.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "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:grace:overnight-calendar-spike", "content": "Grace had an unusual overnight device stretch driven almost entirely by Google Calendar rat…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use continues to spill deep into the night and early morning, with social activity a…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen was still on his phone deep into the night, active until 5:16am. Snapchat (3h 13m) led the da…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:overnight-calendar-sp…
Day 41 Mon 2026-05-11 queued_recap

Reviewed all four kids, saved late-night watch notes for Owen and Gabrielle, queued Tim a recap about Owen’s heavy day and Gabrielle’s evening-heavy use, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen cleared the 4 hour line yesterday, mostly Snapchat (1h 47m) and Spotify (1h 20m), and he was still active right up to midnight.
Gabrielle was much lighter overall, but a lot of it bunched into the evening with Pinterest (59m), Instagram (18m), and Snapchat (12m).
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use is still regularly stretching late, with overnight activity on 7/7 days and night activity on 6/6 eligible days in the last week; last confirmed: 2026-05-11; evidence: rhythm shows overnight median 22m and night median 58m, with latest overnight end at 4:59am.
  • pattern:gabrielle:late-night-phone-use
    Gabrielle's phone use has been repeatedly spilling late, with overnight activity on 4/7 days and night activity on 6/6 eligible days in the last week; last confirmed: 2026-05-10; evidence: rhythm shows overnight median 16m and night median 11m, with latest overnight end at 4:56am.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:owen:late-night-phone-use", "content": "Owen's phone use is still regularly stretching late, with overnight activity on 7/7 days and nig…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-phone-use", "content": "Gabrielle's phone use has been repeatedly spilling late, with overnight activity on 4/7 day…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen cleared the 4 hour line yesterday, mostly Snapchat (1h 47m) and Spotify (1h 20m), and he was …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace had 192 minu…
Day 42 Tue 2026-05-12 queued_recap

Reviewed all four kids, queued a brief daily recap to Tim about Owen and Gabrielle, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen finally came back down from those overnight spikes. He was still on Snapchat (54m) the most, but his phone use stayed much closer to his usual late-night edge instead of running deep into the night.
Gabrielle was lighter too, mostly Spotify (33m), Safari (20m), and Instagram (16m), with evening use but no overnight blowup.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "Owen finally came back down from those overnight spikes. He was still on Snapchat (54m) the most, …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace had 189.31 m…
Day 43 Wed 2026-05-13 queued_recap

Reviewed all four kids, queued one recap for Tim about Owen and Gabrielle’s calmer night, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Good sign with Owen, nothing after 11pm last night and the deep overnight carryover from the weekend stayed gone. Most of his day was Safari (40m), Snapchat (34m), and Spotify (16m).
Gabrielle was pretty steady too - Instagram (32m) led, but her phone use stayed mostly daytime and evening instead of drifting late.
tool calls (6)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "Good sign with Owen, nothing after 11pm last night and the deep overnight carryover from the weeke…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 142 m…
Day 44 Thu 2026-05-14 queued_recap

Reviewed all four kids, saved a new observation for Grace’s heavier evening trend, queued one recap for Tim, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a much fuller evening than usual yesterday, mostly Safari (1h 15m), Spotify (54m), and Messages (50m). It still wrapped before true overnight carryover, but the later part of her day has been running heavier this week.
observation notes
  • pattern:grace:elevated-evening-use
    Grace's phone use has run noticeably heavier in the afternoon and evening than her prior two-week baseline while still stopping before true overnight carryover; last confirmed: 2026-05-14; evidence: afternoon and evening activity rose above baseline medians in the last 24h, and the current 7-day rhythm shows evening use on 6/6 eligible days with a median 77.76m, up from 27.6m the prior week.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": 168, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:grace:elevated-evening-use", "content": "Grace's phone use has run noticeably heavier in the afternoon and evening than her prior two-we…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much fuller evening than usual yesterday, mostly Safari (1h 15m), Spotify (54m), and M…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:elevated-evening-use"…
Day 45 Fri 2026-05-15 queued_recap

Reviewed all four kids, saved a new note to watch Grace’s later-night shift, queued Tim one recap about Grace, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's phone use stretched later than her usual yesterday, mostly Gmail (37m), Safari (30m), and Roblox (22m). She wasn't up past the 10pm line, but a lot more of her day landed late than it usually does.
Roblox showed up for the first time too, which looks like a gaming app rather than anything concerning.
observation notes
  • pattern:grace:late-night-phone-use
    Grace's phone use has been landing later than her earlier baseline this week, with night activity now recurring and heavier than before; last confirmed: 2026-05-14; evidence: night activity appeared on 6/6 eligible days in the last week with a 24.9m median, up from 7/7 days with a 15.2m median the week before, and the review window ran 45.8m at night led by Gmail and Safari.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:late-night-phone-use", "content": "Grace's phone use has been landing later than her earlier baseline this week, with night activi…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use stretched later than her usual yesterday, mostly Gmail (37m), Safari (30m), and …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-phone-use",…
Day 46 Sat 2026-05-16 queued_recap

Reviewed all four kids, queued Tim a brief daily recap about Grace's later-than-usual evening and Owen staying short of another overnight spike, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's night ran later than usual yesterday, mostly GroupMe (1h 13m) with a little Safari and Spotify around it. She wasn't up past the 10pm line, but the late-evening drift that's been showing up this week was still there.
Owen's phone use stayed on the later side too, with Instagram (1h 12m), Netflix (45m), and Snapchat (34m), but it stopped short of the overnight spikes from last weekend.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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 ran later than usual yesterday, mostly GroupMe (1h 13m) with a little Safari and Spo…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 209.4…
Day 47 Sun 2026-05-17 queued_recap

Reviewed all four kids, saved two tracked notes for Grace and Owen’s bedtime trends, queued Tim a short daily recap, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's day was a lot lighter by bedtime. Duolingo (27m), Giftful (25m), and Photos (33m) led, and the late stretch that had been showing up this week didn't spill any later than it had been.
Owen still had his phone going into the night, but yesterday was more moderate than the weekend spikes from before - mostly Snapchat (1h 16m), Safari (39m), Photos (26m), and Spotify (25m).
observation notes
  • pattern:grace:late-evening-drift
    Grace's later-day phone use has been running heavier than her usual bedtime edge without turning into true overnight use; last confirmed: 2026-05-16; evidence: evening and night activity showed on 6/6 eligible days this week, with night median 34m versus 15m the prior week; shared with parent: 2026-05-17.
  • pattern:owen:late-night-phone-use
    Owen's phone use still regularly stretches late, but this week has been lighter than the prior week overall; last confirmed: 2026-05-16; evidence: night activity occurred on 6/6 eligible days this week with median 30m versus 52m the prior week, though overnight remained present 7/7 days and ran to 4:59am on 2026-05-17; shared with parent: 2026-05-17.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:late-evening-drift", "content": "Grace's later-day phone use has been running heavier than her usual bedtime edge without turning …
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still regularly stretches late, but this week has been lighter than the prior w…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's day was a lot lighter by bedtime. Duolingo (27m), Giftful (25m), and Photos (33m) led, and…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-evening-drift", "…
Day 48 Mon 2026-05-18 queued_recap

Reviewed all four kids, saved a new note on Grace's recurring later-evening drift, queued Tim a 7:30 recap with the day's concrete highlights, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's phone use ran late-ish for a fifth straight day, but yesterday itself was more mixed than the heavier nights before - Safari (1h 33m), Photos (33m), Spotify (31m), and Duolingo (28m), with the late stretch stopping short of overnight carryover.
Gabrielle had a pretty light Sunday and wrapped earlier than her usual, mostly Instagram (18m), Snapchat (17m), Garmin Connect (12m), and Strava (8m).
Owen still had a lot of Snapchat in the mix yesterday, 1h 20m total, but the better sign is that the overnight spill stayed much lighter than the week before. GET Mobile showed up too, which looks like a campus utility app rather than anything concerning.
observation notes
  • pattern:grace:late-evening-drift
    Grace's phone use has been running later than her usual without crossing into true overnight carryover; last confirmed: 2026-05-17; evidence: night activity showed on 6/6 eligible days this week with a 34m median, up from 17m the prior week, while latest local end stayed before midnight. shared with parent: 2026-05-18.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:late-evening-drift", "content": "Grace's phone use has been running later than her usual without crossing into true overnight carr…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use ran late-ish for a fifth straight day, but yesterday itself was more mixed than …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-evening-drift", "…
Day 49 Tue 2026-05-19 queued_recap

Reviewed all four kids, saved three late-night usage observations for Grace, Gabrielle, and Owen, queued Tim a short recap for 7:30am, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace stayed on the later side yesterday, but the new wrinkle was Byga (29m) showing up overnight. That's a team sports scheduling app, so this reads more practical than concerning.
Gabrielle's night ran later than her usual, mostly Bessy (51m) plus Instagram (19m) and Snapchat (13m). Bessy looks like an unidentified utility app, so wanted that on your radar.
Owen was still using his phone late, but it was a lighter version of his usual bedtime edge - mostly Spotify (45m) and Snapchat (30m), with much less of the late-night spill than earlier in the week.
observation notes
  • pattern:grace:late-night-phone-use
    Grace's phone use has been landing late most nights without spilling past midnight; last confirmed: 2026-05-18; evidence: night activity occurred 6/6 eligible days in the last week with median 38m, and overnight activity showed on 6/7 days, including 28m overnight in the review window.
  • pattern:gabrielle:late-night-phone-use
    Gabrielle's phone use still tends to run into the late evening and up to bedtime rather than overnight; last confirmed: 2026-05-18; evidence: night activity occurred 6/6 eligible days in the last week with median 11m, and the review window reached 61m at night, mostly the unidentified utility app Bessy.
  • pattern:owen:late-night-phone-use
    Owen's phone use continues to run late most nights, with activity reaching both night and overnight windows as a regular habit; last confirmed: 2026-05-18; evidence: night activity occurred 6/6 eligible days in the last week with median 26m and overnight activity 7/7 days, though the review window's night minutes were lighter than his recent baseline.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "Byga", "limit": 5}
  • lookupActivity{"query": "Bessy", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-phone-use", "content": "Grace's phone use has been landing late most nights without spilling past midnight; last confir…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-phone-use", "content": "Gabrielle's phone use still tends to run into the late evening and up to bedtime rather tha…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use continues to run late most nights, with activity reaching both night and overni…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace stayed on the later side yesterday, but the new wrinkle was Byga (29m) showing up overnight.…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-phone-use",…
Day 50 Wed 2026-05-20 queued_recap

Reviewed all four kids, saved a new Grace late-evening watch note, queued Tim a 7:30am recap covering Grace, Gabrielle, and Owen, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a different kind of day yesterday - more daytime than bedtime, led by Safari (1h 29m), YouVersion Bible (46m), and Byga (40m). The later use that had been showing up this week stayed short of true overnight spill.
Gabrielle looked pretty steady, mostly Spotify (39m), Safari (19m), Instagram (17m), and Snapchat (13m), with the late stretch staying in line with her usual.
Owen's night was still on the later side, but it wasn't a spike - mostly Netflix (57m) and Snapchat (55m), with the phone activity stopping short of anything later than his usual bedtime edge.
observation notes
  • pattern:grace:late-evening-drift
    Grace has had a recent run of later-than-usual evening and night phone use without crossing into true overnight sessions; last confirmed: 2026-05-19; evidence: evening activity on 6/6 eligible days this week with median 48m, night activity on 6/6 eligible days with median 35m, while overnight remained lighter at 6/7 days and median 10m; shared with parent: 2026-05-20.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:late-evening-drift", "content": "Grace has had a recent run of later-than-usual evening and night phone use without crossing into …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a different kind of day yesterday - more daytime than bedtime, led by Safari (1h 29m), Y…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-evening-drift", "…
Day 51 Thu 2026-05-21 queued_recap

Reviewed all four kids, queued Tim a brief daily recap, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's night was a little different yesterday, more Netflix (43m) than her usual mix, but she still stopped short of true overnight spill.
Gabrielle looked steady, mostly Spotify (19m), Instagram (15m), Apple News (15m), and Snapchat (13m), with the late edge staying in line with her usual.
Owen's phone was much more daytime than bedtime yesterday - GroupMe (1h 29m) led, and his evening/night use was lighter than the later finishes that have been more typical for him.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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 was a little different yesterday, more Netflix (43m) than her usual mix, but she sti…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "AnalyzeActivityPat…
Day 52 Fri 2026-05-22 queued_recap

Reviewed all four kids, saved a Grace bedtime-improvement observation, queued Tim a short recap for the lighter night across Grace, Gabrielle, and Owen, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace kept the bedtime edge much lighter yesterday - mostly Safari (46m), Giftful (29m), and Gmail (28m), with the night use staying well short of the later stretch that had been showing up earlier this week.
Gabrielle was pretty light overall, mostly Snapchat (21m) and Instagram (13m), and she wrapped earlier than her usual late-night social drift.
Owen's phone was still active into the night, but it was a lighter version of his usual bedtime pull - Notes (24m), Spotify (18m), Apple Maps (15m), and a little New York Times reading (7m).
observation notes
  • pattern:grace:late-night-use
    Grace's phone use has been consistently lighter at bedtime this week after several later evenings before; last confirmed: 2026-05-22; evidence: night minutes were below her 14-day median on 4 of the last 5 nights, including 8.9m last night versus a 27.2m baseline median.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:late-night-use", "content": "Grace's phone use has been consistently lighter at bedtime this week after several later evenings bef…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace kept the bedtime edge much lighter yesterday - mostly Safari (46m), Giftful (29m), and Gmail…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-use", "evid…
Day 53 Sat 2026-05-23 queued_recap

Reviewed all four kids, queued Tim a brief daily recap, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a lighter Friday, mostly Disney+ (49m) and Block Blast! (26m), with her bedtime use staying in line with what’s been typical lately.
Gabrielle’s afternoon skewed more Netflix-heavy than usual yesterday, 1h 19m there, but she wrapped earlier than her usual late-night social drift.
Owen’s phone use was pretty light for him and much less bedtime-heavy than his usual, mostly Spotify (24m), Apple Maps (13m), and Photos (11m).
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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 had a lighter Friday, mostly Disney+ (49m) and Block Blast! (26m), with her bedtime use stay…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 98 minu…
Day 54 Sun 2026-05-24 queued_recap

Reviewed all four kids, queued Tim one light-day recap for Grace, Gabrielle, and Owen, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had almost ZERO phone time yesterday, mostly Giftful (14m) and Pinterest (8m), and none of the later bedtime spill that had been showing up earlier this week.
Gabrielle was really light too, mostly Instagram (11m), Photos (9m), and Snapchat (6m), with her phone activity tapering off well before her usual later finish.
Owen's day leaned earlier than usual - Snapchat (33m), Spotify (22m), Apple Maps (20m), and Google Sheets (20m) through the day, then just a brief late check instead of the heavier bedtime pull that's been more typical for him.
tool calls (10)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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 had almost ZERO phone time yesterday, mostly Giftful (14m) and Pinterest (8m), and none of t…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 55 Mon 2026-05-25 queued_recap

Reviewed all four kids, saved two observation notes for Grace and Gabrielle, queued one 7:30am recap for Tim about Gabrielle’s overnight Snapchat use plus brief Grace/Owen context, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle was on Snapchat through the night until 5am. It was 7h 24m on Snapchat yesterday, with 5 hours of that overnight, so I wanted that on your radar.
Grace was almost completely off her phone yesterday, just ChatGPT (2m) and Duolingo (2m).
Owen looked pretty in line for him, mostly Snapchat (1h 9m), Photos (18m), and Spotify (14m). Common App showed up too, which looks like college application time.
observation notes
  • pattern:grace:very-light-daytime-use
    Grace's phone use has been running markedly lighter than her usual, with especially quiet evening and night use; last confirmed: 2026-05-24; evidence: current week evening active 5/6 days and night minutes well below the prior week, capped at a 21:00 evening end and 23:35 latest night end, with just 5.47 total minutes in the last 24h; shared with parent: 2026-05-25.
  • pattern:gabrielle:late-night-snapchat
    Gabrielle's late-night phone use is being driven by Snapchat and has intensified into true overnight carryover; last confirmed: 2026-05-25; evidence: current week overnight social minutes were heavily concentrated on 2026-05-25 with Snapchat running to 05:00 and adding 300 overnight minutes plus 110 night minutes in the review window; shared with parent: 2026-05-25.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:very-light-daytime-use", "content": "Grace's phone use has been running markedly lighter than her usual, with especially quiet eve…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-snapchat", "content": "Gabrielle's late-night phone use is being driven by Snapchat and has intensified into true o…
  • lookupActivity{"query": "Common App", "limit": 5}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle was on Snapchat through the night until 5am. It was 7h 24m on Snapchat yesterday, with 5…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:very-light-daytime-use…
Day 56 Tue 2026-05-26 queued_recap

Reviewed all four kids, saved three observation notes, queued one recap to Tim about Gabrielle’s renewed late-night Snapchat use, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle was back on Snapchat late last night, and it stretched to 12:08am with another burst early this morning. Snapchat was 1h 30m in the last day, and most of it clustered late.
observation notes
  • pattern:grace:lighter-bedtime-use
    Grace's bedtime use has been running lighter than her earlier mid-May baseline, with no true overnight carryover on the last four nights; last confirmed: 2026-05-26; evidence: current 7-day rhythm shows night activity on 5/6 eligible days with median 8.9m versus 7/7 days and median 34.8m the prior week; shared with parent: 2026-05-26.
  • pattern:gabrielle:overnight-snapchat
    Gabrielle's late phone use is being driven by Snapchat, with overnight and early-morning activity still recurring and one very heavy overnight stretch this week; last confirmed: 2026-05-26; evidence: current 7-day rhythm shows overnight Snapchat-heavy use on 5/7 days and early-morning activity on 3/7 days, including a 300m overnight cell on 2026-05-25; shared with parent: 2026-05-26.
  • pattern:owen:late-bedtime-use
    Owen's phone continues to be hardest for him to put away at night, though this week is lighter than the week before; last confirmed: 2026-05-26; evidence: current 7-day rhythm still shows night activity on 6/6 eligible days with median 18.7m, down from 7/7 days and 26.2m the prior week.
tool calls (15)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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"}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "humanFormat": true, "timezone": "America/Chicago"}
  • remember_agent_observation{"memoryKey": "pattern:grace:lighter-bedtime-use", "content": "Grace's bedtime use has been running lighter than her earlier mid-May baseline, with no true ove…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-snapchat", "content": "Gabrielle's late phone use is being driven by Snapchat, with overnight and early-morning acti…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-bedtime-use", "content": "Owen's phone continues to be hardest for him to put away at night, though this week is lighter than …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle was back on Snapchat late last night, and it stretched to 12:08am with another burst ear…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "win", "patternKey": "pattern:grace:lighter-bedtime-use", "ev…
Day 57 Wed 2026-05-27 queued_recap

Queued Tim’s daily recap, skipped Annie per her weekly-only preference, and recorded normal/not-observed verdicts without adding any new durable notes or profile updates.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a more app-y afternoon than usual yesterday, mostly Block Blast! (1h 43m), but she still kept it out of true late-night use and was done before midnight.
Gabrielle was much lighter after the rough Snapchat nights earlier this week. Yesterday was mostly Instagram (17m) and Photos (8m), with just a short Snapchat check (4m).
Owen looked pretty in line for him, but Apple Maps (38m) was unusually prominent in the evening and Snapchat (40m) stayed the main late-night pull.
tool calls (11)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "Starbucks", "limit": 5}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a more app-y afternoon than usual yesterday, mostly Block Blast! (1h 43m), but she still…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "AnalyzeActivityPat…
Day 58 Thu 2026-05-28 queued_recap

Reviewed all four kids, saved three observation notes for week-over-week shifts, queued one 7:30am recap for Tim, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace was pretty light yesterday and especially easy to put away at night. After the later bedtime drift from the week before, she only had a few quick checks and was done well before midnight.
Gabrielle stayed much calmer after the rough Snapchat night earlier this week. Yesterday was mostly Instagram (17m), with no evening activity and just a tiny late check.
Owen also had a lighter day than usual, mostly Snapchat (12m), Bessy (10m), and Instagram (6m), and his bedtime use stayed short instead of stretching late.
observation notes
  • pattern:grace:lighter-evenings
    Grace's later-day phone use has eased off this week compared with the week before; last confirmed: 2026-05-28; evidence: evening occurrence 5/6 days and night occurrence 5/6 days still show up, but median evening minutes fell from 43.84m to 19.97m and median night minutes fell from 34.23m to 8.33m in the last 7 days; shared with parent: 2026-05-28.
  • pattern:gabrielle:late-night-snapchat
    Gabrielle's late-night social use spiked over the weekend and has since gone quiet; last confirmed: 2026-05-28; evidence: overnight occurrence was 4/7 days this week, driven mostly by Snapchat, but the review day had no overnight use, no evening use, and just 2.69m at night; shared with parent: 2026-05-28.
  • pattern:owen:lighter-overall-week
    Owen's phone use has been meaningfully lighter across the last week than the week before while still keeping his usual late finish tendency; last confirmed: 2026-05-28; evidence: every daypart was down week over week, including afternoon median 25.68m vs 51.56m, evening 10.16m vs 19.23m, and night 18.69m vs 23.99m in the last 7 days; shared with parent: 2026-05-28.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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:lighter-evenings", "content": "Grace's later-day phone use has eased off this week compared with the week before; last confirmed: …
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-snapchat", "content": "Gabrielle's late-night social use spiked over the weekend and has since gone quiet; last con…
  • remember_agent_observation{"memoryKey": "pattern:owen:lighter-overall-week", "content": "Owen's phone use has been meaningfully lighter across the last week than the week before while s…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was pretty light yesterday and especially easy to put away at night. After the later bedtime…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:lighter-evenings", "ev…
Day 59 Fri 2026-05-29 queued_recap

Reviewed all four kids, saved one Grace observation about lighter bedtime use, queued Tim a recap for 7:30am, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen's phone stretched late again last night, mostly Instagram (1h 18m), Spotify (32m), and Snapchat (31m). Nothing extreme, but bedtime is still the stickiest part of his day.
Gabrielle looked much steadier yesterday - mostly Snapchat (25m), Instagram (17m), and Strava (10m), with no overnight spill after the earlier Snapchat blowup.
Grace stayed in the lighter lane too, led by Giftful (54m) in the morning and just short check-ins later on.
observation notes
  • pattern:grace:lighter-bedtime-use
    Grace's bedtime phone use has been notably lighter than the prior week, with no true overnight carryover and much quieter evening/night use; last confirmed: 2026-05-28; evidence: last 7 days show evening active 5/6 days with median 10.52m and night active 5/6 days with median 8.33m, down from 7/7 and 7/7 with medians 43.84m and 27.61m in the previous week; shared with parent: 2026-05-28.
tool calls (13)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "athletic.live", "limit": 5}
  • lookupActivity{"query": "wayzata-xc.com", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:grace:lighter-bedtime-use", "content": "Grace's bedtime phone use has been notably lighter than the prior week, with no true overnight c…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone stretched late again last night, mostly Instagram (1h 18m), Spotify (32m), and Snapch…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:lighter-bedtime-use", …
Day 60 Sat 2026-05-30 queued_recap

Reviewed all four kids, queued Tim a 7:30am recap about Gabrielle’s late Instagram finish plus Owen and Grace’s steadier days, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Good reset day for Owen yesterday, mostly Spotify (27m) with lighter Instagram and Snapchat, and nothing overnight.
Gabrielle's day was mostly Instagram (1h 31m), and it did stretch a little past 11pm. Not a huge blowup, just worth having on your radar since late-night social use is what tends to be the sticky part for her.
Grace stayed pretty reasonable too, with one longer Disney+ block (31m) in the evening but no overnight carryover.
tool calls (12)
  • analyzeActivityPatterns{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "reviewPreset": "last_24h", "baselinePreset": "last_14d"}
  • analyzeActivityPatterns{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "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": "akaquill.net", "limit": 5}
  • lookupActivity{"query": "ClassLink", "limit": 5}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Good reset day for Owen yesterday, mostly Spotify (27m) with lighter Instagram and Snapchat, and n…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 98.59 m…

Source: docs/reports/observation-retro/2026-08-12-oneill-60d-run3.json · simulatedRunId 3b4aac26-621d-4154-b314-5282f6e205e0