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
785341a1-d5f1-4a47-90b6-5c26ee9e0877
Generated
2026-08-12 23:05
Notes
run 4 (post weekly-cadence/emoji/radar prompt fixes, commit 06d95de3): full reset, parent briefs reseeded (Annie: weekly updates on Sundays after learning period), 4 pronoun memories reseeded
60/60
days completed
zero failed runs
83
recaps queued
99
observation notes written
4
child-brief writes
first on day 17

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 31 · 1 write · final revision 9 · 746 chars

Lucy's screen time is still varied, but it already has a clear rhythm: regular phone use through the day, frequent evening activity, and a recurring late finish that runs later than is ideal for her age. Her top apps shift around more than her siblings', with mixes of App Store, GroupMe, Roblox, MyScreen - Live Wallpapers, Photos, and other utility or light entertainment apps rather than one dominant draw. The late-night piece matters most for her right now, because even on otherwise ordinary days her phone often stays active close to midnight and sometimes spills into the overnight window. Overall, she looks like a child whose phone habits are still taking shape, with the main watchout being bedtime drift rather than heavy daytime use.
write history
  • day 31 (2026-05-01) — rev 8 → 9
    Lucy has reached 14 observed days and now has enough consistent evidence to write her first durable brief, including a recurring later-night usage tendency across the past two weeks.

Grace

first written day 17 · 1 write · final revision 9 · 599 chars

Grace's screen time is generally light and practical, with most days spread across utility and school-adjacent apps rather than any one absorbing activity. She uses her phone throughout the day and most evenings, and brief late checks are common, but her usage has stayed well before the later tween cutoff. Gmail is a consistent anchor in her routine, with smaller supporting use across apps like Photos, Duolingo, Spotify, Giftful, and occasional light games or social apps. Overall, she looks like a child whose phone is part of the flow of the day more than a source of heavy or late-night pull.
write history
  • day 17 (2026-04-17) — rev 8 → 9
    First child brief written after 15 observed days with full baseline coverage showing consistent light, practical, non-late usage.

Gabrielle

first written day 17 · 1 write · final revision 9 · 652 chars

Gabrielle's screen time tends to center on social connection and everyday utility, with Snapchat and Instagram leading many days and Garmin Connect showing up as a regular part of her routine. Her usage is usually daytime and evening weighted, with some nights extending later, but the late-night piece is intermittent rather than all-consuming. Instagram and Snapchat matter most for her because they are the main places where her attention concentrates, while photos and utility apps often fill in around them. Overall, she looks fairly steady so far, with the main thing to watch being whether the later-night social use grows into a stronger habit.
write history
  • day 17 (2026-04-17) — rev 8 → 9
    First child brief written after 15 observed days with enough observed activity to establish stable social-first tendencies and intermittent later-night use.

Owen

first written day 17 · 1 write · final revision 9 · 762 chars

Owen's phone use tends to run later than his siblings', with activity commonly stretching into the night and occasional overnight carry into the early morning. His usage is varied rather than dominated by one app, with Snapchat, Spotify, Photos, Apple Maps, and other utility or school-related apps all showing up, which suggests the late use is not just entertainment scrolling. Snapchat is still the clearest late-night draw for him, while maps, notes, and Google workspace apps often make his phone feel tied to logistics, plans, or schoolwork as well. Overall, the main watchout is the late-night rhythm itself: his phone often stays active well after the evening, and some of the latest nights have mixed social and practical use rather than a clean cutoff.
write history
  • day 17 (2026-04-17) — rev 8 → 9
    First child brief written after 14 observed days with enough evidence to establish a durable late-night tendency and varied app mix, including school and utility use.

Day by day

Day 1 Wed 2026-04-01 no_action

Reviewed all four children, found no real activity yet, queued no recaps, and recorded a not_observed run for everyone.

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

Queued first-intro recap texts to both parents, removed the intro instruction from each parent brief, and recorded all four children as not observed since only Grace showed a brief setup-level blip.

recaps queued (2)
→ Tim ONeill · send 07:30
Morning Tim! Grace's first day with Clearspace was basically just a tiny setup test - a couple minutes total across YouTube, ChatGPT, and Datadog, with nothing else from the other phones yet.
I'll keep an eye on how things settle in and text you a short note each morning once there's more of a real day to read. If you ever want me watching for something specific, just text me.
→ Annie ONeill · send 07:30
Morning Annie! Grace's first day with Clearspace was basically just a tiny setup test - a couple minutes total across YouTube, ChatGPT, and Datadog, with nothing else from the other phones yet.
I'll keep an eye on how things settle in and text you a short note each morning during this early stretch, then switch to Sundays after that. If you ever want me watching for something specific, just text me.
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"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Morning Tim! Grace's first day with Clearspace was basically just a tiny setup test - a couple min…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Morning Annie! Grace's first day with Clearspace was basically just a tiny setup test - a couple m…
  • updateParentProfile{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "userBrief": "## Outreach Preferences\nQueue recaps to send at 7:30 am.", "reason": "Introduced in first outre…
  • 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

Reviewed all four kids, queued a 7:30am recap to both parents highlighting Grace’s first real day, Gabrielle’s overnight Snapchat use, and that Lucy and Owen still don’t have a full day of meaningful activity yet.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had her first real day of phone activity yesterday, and it was pretty balanced - a mix of Block Blast! (12m), Photos (12m), Gmail (10m), Pinterest (9m), and Duolingo (8m), with nothing late.
Gabrielle's first full read looked pretty light too, mostly Snapchat (17m) and Instagram (17m), though she was on Snapchat briefly overnight until 5:04am.
Lucy still didn't show any activity, and Owen's phone looked like a quick setup check more than real use - about 5 minutes total, mostly Snapchat (3m).
→ Annie ONeill · send 07:30
Grace had her first real day of phone activity yesterday, and it was pretty balanced - a mix of Block Blast! (12m), Photos (12m), Gmail (10m), Pinterest (9m), and Duolingo (8m), with nothing late.
Gabrielle's first full read looked pretty light too, mostly Snapchat (17m) and Instagram (17m), though she was on Snapchat briefly overnight until 5:04am.
Lucy still didn't show any activity, and Owen's phone looked like a quick setup check more than real use - about 5 minutes total, mostly Snapchat (3m).
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": "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 had her first real day of phone activity yesterday, and it was pretty balanced - a mix of Bl…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had her first real day of phone activity yesterday, and it was pretty balanced - a mix of Bl…
  • 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’ last 24 hours, judged Grace, Gabrielle, and Owen as normal with Lucy still not observed, queued the required 7:30am learning-period recap to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace used her phone a bit more yesterday, but it still looked pretty balanced - Pinterest (22m), Gmail (22m), and Photos (20m), with just a brief overnight check ending by 4:42am.
Gabrielle's day was fuller than her first one, led by Garmin Connect (28m), Snapchat (20m), and Instagram (17m). Most of it was daytime use, and nothing ran late.
Lucy still didn't show any activity, and Owen had his first real day of use - mostly Snapchat (21m), Apple Maps (17m), Spotify (10m), and YouTube (7m), with the last phone activity ending by 10:58pm.
→ Annie ONeill · send 07:30
Grace used her phone a bit more yesterday, but it still looked pretty balanced - Pinterest (22m), Gmail (22m), and Photos (20m), with just a brief overnight check ending by 4:42am.
Gabrielle's day was fuller than her first one, led by Garmin Connect (28m), Snapchat (20m), and Instagram (17m). Most of it was daytime use, and nothing ran late.
Lucy still didn't show any activity, and Owen had his first real day of use - mostly Snapchat (21m), Apple Maps (17m), Spotify (10m), and YouTube (7m), with the last phone activity ending by 10:58pm.
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"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace used her phone a bit more yesterday, but it still looked pretty …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "sendAtLocalTime": "07:30", "message": "Grace used her phone a bit more yesterday, but it still looked pretty …
  • 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, saved two new observations plus one open question for Grace, queued the morning recap to both Tim and Annie, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a much busier phone day yesterday, mostly Photos (1h 2m) and Gmail (51m), then a late afternoon cluster around Giftful (18m) and a handful of shopping sites.
Does she have something like an event or shopping project going on? It looked pretty focused rather than random scrolling.
Gabrielle's phone time mostly landed in one long evening social stretch, led by Snapchat (1h 5m) and Instagram (18m), but nothing ran late.
Lucy still hasn't shown any real phone activity, and Owen's day looked pretty ordinary - mostly Snapchat (1h 1m) and Spotify (24m), with the last bit of phone use staying before the overnight range.
→ Annie ONeill · send 07:30
Grace had a much busier phone day yesterday, mostly Photos (1h 2m) and Gmail (51m), then a late afternoon cluster around Giftful (18m) and a handful of shopping sites.
Does she have something like an event or shopping project going on? It looked pretty focused rather than random scrolling.
Gabrielle's phone time mostly landed in one long evening social stretch, led by Snapchat (1h 5m) and Instagram (18m), but nothing ran late.
Lucy still hasn't shown any real phone activity, and Owen's day looked pretty ordinary - mostly Snapchat (1h 1m) and Spotify (24m), with the last bit of phone use staying before the overnight range.
observation notes
  • pattern:grace:heavy-morning-organization-shopping
    Grace's recent phone use skews toward heavier morning organization and shopping-related browsing than her first two active days; last confirmed: 2026-04-05; evidence: morning use rose to about 99m in the last 24h with Photos and Gmail leading, plus a concentrated afternoon Giftful/shopping cluster.
  • pattern:gabrielle:evening-social-use
    Gabrielle's use is settling into an evening social pattern led by Snapchat and Instagram; last confirmed: 2026-04-05; evidence: evening activity appeared on 3 of 3 observed days, and this review window had about 96m in the evening with Snapchat around 65m.
  • question:grace:saturday-shopping
    Grace's phone had a concentrated Saturday afternoon cluster across Giftful and several shopping sites after a much heavier morning than her earlier days; asked: 2026-04-05; status: open.
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"}
  • 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}
  • remember_agent_observation{"memoryKey": "pattern:grace:heavy-morning-organization-shopping", "content": "Grace's recent phone use skews toward heavier morning organization and shopping-…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:evening-social-use", "content": "Gabrielle's use is settling into an evening social pattern led by Snapchat and Instagram; las…
  • remember_agent_observation{"memoryKey": "question:grace:saturday-shopping", "content": "Grace's phone had a concentrated Saturday afternoon cluster across Giftful and several shopping s…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace had a much busier phone day yesterday, mostly Photos (1h 2m) and…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "sendAtLocalTime": "07:30", "message": "Grace had a much busier phone day yesterday, mostly Photos (1h 2m) and…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:heavy-morning-organiza…
Day 6 Mon 2026-04-06 queued_recap

Reviewed all four kids' last 24 hours, queued the morning learning-period recap to both Tim and Annie, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's phone use backed off quite a bit yesterday - mostly Photos (10m), YouTube (7m), ChatGPT (7m), and Gmail (6m), with nothing overnight and the last bit of use staying before 11pm.
Gabrielle's day was pretty light too, mostly Instagram (16m), Photos (13m), and Snapchat (11m). Most of it landed in the morning and early evening, with nothing late.
Lucy still hasn't shown any real phone activity, and Owen's phone use looked fairly ordinary - led by Snapchat (19m) and Spotify (13m), with the last bit of use ending before the overnight range.
→ Annie ONeill · send 07:30
Grace's phone use backed off quite a bit yesterday - mostly Photos (10m), YouTube (7m), ChatGPT (7m), and Gmail (6m), with nothing overnight and the last bit of use staying before 11pm.
Gabrielle's day was pretty light too, mostly Instagram (16m), Photos (13m), and Snapchat (11m). Most of it landed in the morning and early evening, with nothing late.
Lucy still hasn't shown any real phone activity, and Owen's phone use looked fairly ordinary - led by Snapchat (19m) and Spotify (13m), with the last bit of use ending before the overnight range.
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"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace's phone use backed off quite a bit yesterday - mostly Photos (10…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "sendAtLocalTime": "07:30", "message": "Grace's phone use backed off quite a bit yesterday - mostly Photos (10…
  • 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, recorded Grace's unanswered shopping question as dropped, queued the morning recap for both Tim and Annie, and logged the run results.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's phone use spread out more yesterday - Gmail (23m), Block Blast! (15m), and Giftful (14m), with most of it landing in the evening and nothing overnight.
Gabrielle's day tilted social in the evening, mostly Instagram (16m) and Snapchat (11m), but it still stayed before the late-night range.
Lucy still hasn't shown any real phone activity, and Owen's phone use ran later than his other days so far - Snapchat (55m) did most of the lifting, with the last stretch reaching 11:12pm.
→ Annie ONeill · send 07:30
Grace's phone use spread out more yesterday - Gmail (23m), Block Blast! (15m), and Giftful (14m), with most of it landing in the evening and nothing overnight.
Gabrielle's day tilted social in the evening, mostly Instagram (16m) and Snapchat (11m), but it still stayed before the late-night range.
Lucy still hasn't shown any real phone activity, and Owen's phone use ran later than his other days so far - Snapchat (55m) did most of the lifting, with the last stretch reaching 11:12pm.
observation notes
  • question:grace:shopping-project
    Asked whether Grace had an event or shopping project because her usage was focused on Photos, Gmail, Giftful, and shopping sites; asked: 2026-04-05; status: dropped.
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": "question:grace:shopping-project", "content": "Asked whether Grace had an event or shopping project because her usage was focused on Photos, Gmai…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use spread out more yesterday - Gmail (23m), Block Blast! (15m), and Giftful (14m), …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's phone use spread out more yesterday - 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 logged 91 mi…
Day 8 Wed 2026-04-08 queued_recap

Reviewed all four kids, saved a new note about Owen’s recurring late-night phone use, queued recaps for both Tim and Annie for 7:30am, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's phone use looked focused yesterday, mostly Gmail (23m), Notes (18m), and Giftful (13m), with the heaviest stretch in the afternoon and nothing overnight.
Gabrielle's phone was busier in the evening, led by Instagram (19m), Gmail (24m), and Snapchat (14m), but it still wrapped before the late-night range.
Lucy still hasn't shown any real phone activity, and Owen's use ran late enough to keep an eye on - Snapchat (14m) led the night stretch, and his phone was still active until 11:51pm.
→ Annie ONeill · send 07:30
Grace's phone use looked focused yesterday, mostly Gmail (23m), Notes (18m), and Giftful (13m), with the heaviest stretch in the afternoon and nothing overnight.
Gabrielle's phone was busier in the evening, led by Instagram (19m), Gmail (24m), and Snapchat (14m), but it still wrapped before the late-night range.
Lucy still hasn't shown any real phone activity, and Owen's use ran late enough to keep an eye on - Snapchat (14m) led the night stretch, and his phone was still active until 11:51pm.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use has been reaching into the night as a recurring tendency; last confirmed: 2026-04-07; evidence: night activity occurred 6/6 eligible days in the last 7-day rhythm view, with a 10.39m median active night and the latest end at 11:12pm on 2026-04-06.
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:late-night-phone-use", "content": "Owen's phone use has been reaching into the night as a recurring tendency; last confirmed: 2026-…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use looked focused yesterday, mostly Gmail (23m), Notes (18m), and Giftful (13m), wi…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's phone use looked focused yesterday, mostly Gmail (23m), Notes (18m), and Giftful (13m), wi…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 118.6…
Day 9 Thu 2026-04-09 queued_recap

Reviewed all four kids, saved a new late-night watch note for Owen plus Grace's open question, queued 7:30am recaps to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's phone use turned more entertainment-heavy yesterday, with Disney+ (29m) leading a mostly afternoon stretch, but it still wrapped before the late-night window.
Gabrielle's day stayed in her usual range, mostly Snapchat (20m), Instagram (19m), and Photos (17m), all before bed.
Lucy still hasn't shown any real phone activity, and Owen's phone kept drifting late - there was another stretch after 11pm, ending around 11:35pm, with Photos (23m), Apple Maps (12m), and Snapchat (9m) doing most of the lifting.
→ Annie ONeill · send 07:30
Grace's phone use turned more entertainment-heavy yesterday, with Disney+ (29m) leading a mostly afternoon stretch, but it still wrapped before the late-night window.
Gabrielle's day stayed in her usual range, mostly Snapchat (20m), Instagram (19m), and Photos (17m), all before bed.
Lucy still hasn't shown any real phone activity, and Owen's phone kept drifting late - there was another stretch after 11pm, ending around 11:35pm, with Photos (23m), Apple Maps (12m), and Snapchat (9m) doing most of the lifting.
observation notes
  • question:grace:shopping-project
    Asked whether Grace has something like an event or shopping project going on because her recent focused Photos, Gmail, Giftful, shopping-site, and planning-related use looked organized rather than random scrolling; asked: 2026-04-05; status: open.
  • pattern:owen:late-night-phone-use
    Owen's phone use is regularly running into the late-night window; last confirmed: 2026-04-08; evidence note: night activity on 7/13 eligible baseline days with 41m in the night daypart this review day versus a 13m median active night, ending at 11:35pm.
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"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getRecentConversation{"sinceHours": 120, "limit": 20}
  • remember_agent_observation{"memoryKey": "question:grace:shopping-project", "content": "Asked whether Grace has something like an event or shopping project going on because her recent fo…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use is regularly running into the late-night window; last confirmed: 2026-04-08; ev…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use turned more entertainment-heavy yesterday, with Disney+ (29m) leading a mostly a…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's phone use turned more entertainment-heavy yesterday, with Disney+ (29m) leading a mostly a…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 116m …
Day 10 Fri 2026-04-10 queued_recap

Reviewed all four kids, saved a new late-night Snapchat observation for Owen, queued a 7:30am recap to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's phone use looked pretty ordinary yesterday - mostly Gmail (23m), Giftful (9m), and Notes (6m), with nothing overnight and just a few minutes at the end of the night.
Gabrielle's evening really backed off yesterday. Most of her phone time shifted earlier in the day, led by Garmin Connect (35m), Instagram (17m), and Snapchat (14m), and the last bit of use was just a quick phone check before midnight.
Lucy still hasn't shown any real phone activity, and Owen's late Snapchat drift is still there - he spent 32m on it after 9pm last night and was still on his phone until 11:19pm.
→ Annie ONeill · send 07:30
Grace's phone use looked pretty ordinary yesterday - mostly Gmail (23m), Giftful (9m), and Notes (6m), with nothing overnight and just a few minutes at the end of the night.
Gabrielle's evening really backed off yesterday. Most of her phone time shifted earlier in the day, led by Garmin Connect (35m), Instagram (17m), and Snapchat (14m), and the last bit of use was just a quick phone check before midnight.
Lucy still hasn't shown any real phone activity, and Owen's late Snapchat drift is still there - he spent 32m on it after 9pm last night and was still on his phone until 11:19pm.
observation notes
  • pattern:owen:late-night-snapchat
    Owen's phone use has been running late, usually led by Snapchat in the night window; last confirmed: 2026-04-09; evidence: night occurrence 6/6 days in the last 7-day rhythm, median 29m, with Snapchat leading and yesterday's use reaching 11:19pm. shared with parent: 2026-04-10.
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"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-snapchat", "content": "Owen's phone use has been running late, usually led by Snapchat in the night window; last confirm…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use looked pretty ordinary yesterday - mostly Gmail (23m), Giftful (9m), and Notes (…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's phone use looked pretty ordinary yesterday - mostly Gmail (23m), Giftful (9m), and Notes (…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 11 Sat 2026-04-11 queued_recap

Reviewed all four kids, saved a new late-night pattern note for Owen, queued 7:30am recaps to both Tim and Annie highlighting Gabrielle's heavier Instagram-to-midnight day and Owen's continued late-night phone use, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace stayed pretty moderate yesterday, but the evening picked up a bit with Giftful (11m), Firebase (16m), and Byga (9m), and she still wrapped before the late-night line.
Gabrielle had a much bigger phone day than usual, mostly Instagram (1h 20m) with a long stretch that carried to midnight.
Lucy still hasn't shown any real phone activity, and Owen's phone was active late again - Snapchat (33m) led the night stretch and he was still on it until 11:39pm.
→ Annie ONeill · send 07:30
Grace stayed pretty moderate yesterday, but the evening picked up a bit with Giftful (11m), Firebase (16m), and Byga (9m), and she still wrapped before the late-night line.
Gabrielle had a much bigger phone day than usual, mostly Instagram (1h 20m) with a long stretch that carried to midnight.
Lucy still hasn't shown any real phone activity, and Owen's phone was active late again - Snapchat (33m) led the night stretch and he was still on it until 11:39pm.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly runs into the late-night window, most often led by Snapchat; last confirmed: 2026-04-10; evidence: night usage occurred on 6/6 eligible days in the current 7-day rhythm window, median 29m, with latest local end 11:39pm.
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"}
  • getActivitySummary{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • getActivitySummary{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h", "timezone": "America/Chicago", "humanFormat": true}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly runs into the late-night window, most often led by Snapchat; last con…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace stayed pretty moderate yesterday, but the evening picked up a bit with Giftful (11m), Fireba…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace stayed pretty moderate yesterday, but the evening picked up a bit with Giftful (11m), Fireba…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 83.58 m…
Day 12 Sun 2026-04-12 queued_recap

Reviewed all four kids, saved a new late-night watch note for Owen plus one open Robinhood question, queued 7:30am recaps to both Tim and Annie, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a pretty light Saturday, mostly Gmail (24m), Photos (8m), and Messages (8m), and almost none of it landed late.
Gabrielle's phone time stretched later last night than the day before, with Garmin Connect (53m), Snapchat (27m), and Instagram (25m) carrying to midnight.
Lucy still hasn't shown any real phone activity.
Owen's phone stayed busy right up to midnight last night, led by Spotify (49m), Snapchat (35m), and Apple Maps (34m). Robinhood showed up too, the investing app - how do you feel about Owen using trading apps?
→ Annie ONeill · send 07:30
Grace had a pretty light Saturday, mostly Gmail (24m), Photos (8m), and Messages (8m), and almost none of it landed late.
Gabrielle's phone time stretched later last night than the day before, with Garmin Connect (53m), Snapchat (27m), and Instagram (25m) carrying to midnight.
Lucy still hasn't shown any real phone activity.
Owen's phone stayed busy right up to midnight last night, led by Spotify (49m), Snapchat (35m), and Apple Maps (34m). Robinhood showed up too, the investing app - how do you feel about Owen using trading apps?
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly runs late into the night; last confirmed: 2026-04-11; evidence: night activity occurred 6/6 eligible days in the last week, median 37m, with the latest end at 11:54pm.
  • question:owen:robinhood
    Asked how they feel about Owen using Robinhood, an investing app, after it first appeared during a day with otherwise typical late-night phone use; asked: 2026-04-12; status: open.
tool calls (18)
  • 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", "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"}
  • lookupActivity{"query": "Robinhood", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly runs late into the night; last confirmed: 2026-04-11; evidence: night…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace had a pretty light Saturday, mostly Gmail (24m), Photos (8m), an…
  • remember_agent_observation{"memoryKey": "question:owen:robinhood", "content": "Asked how they feel about Owen using Robinhood, an investing app, after it first appeared during a day wit…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "sendAtLocalTime": "07:30", "message": "Grace had a pretty light Saturday, mostly Gmail (24m), Photos (8m), an…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 1h 2m i…
Day 13 Mon 2026-04-13 queued_recap

Reviewed all four kids, saved a new late-night observation for Owen, queued morning recaps to both Tim and Annie, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a busier Sunday afternoon than Saturday, mostly Block Blast! (15m), Giftful (13m), and Gmail (20m), but it still stayed comfortably before the late-night window.
Gabrielle's phone use backed off quite a bit last night. Instagram (17m) and Snapchat (15m) led, and she was done before the later stretch from the last couple nights.
Lucy still hasn't shown any real phone activity.
Owen's phone stayed active late enough to keep the night drift on your radar - Snapchat (13m) led that stretch, and there were still a few checks after 11pm.
→ Annie ONeill · send 07:30
Grace had a busier Sunday afternoon than Saturday, mostly Block Blast! (15m), Giftful (13m), and Gmail (20m), but it still stayed comfortably before the late-night window.
Gabrielle's phone use backed off quite a bit last night. Instagram (17m) and Snapchat (15m) led, and she was done before the later stretch from the last couple nights.
Lucy still hasn't shown any real phone activity.
Owen's phone stayed active late enough to keep the night drift on your radar - Snapchat (13m) led that stretch, and there were still a few checks after 11pm.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use still tends to run late into the night, usually led by social and utility apps; last confirmed: 2026-04-12; evidence note: night activity on 6/6 eligible days in the last week, median 29m, with latest end 11:54pm and Snapchat leading night use.
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 still tends to run late into the night, usually led by social and utility apps;…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a busier Sunday afternoon than Saturday, mostly Block Blast! (15m), Giftful (13m), and G…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a busier Sunday afternoon than Saturday, mostly Block Blast! (15m), Giftful (13m), and G…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 98m i…
Day 14 Tue 2026-04-14 queued_recap

Reviewed all four kids, saved Owen’s recurring late-night phone-use note plus the open trading-app question, queued the morning recap to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's phone use leaned more creative yesterday - Photos (21m), Giftful (15m), Notes (11m), and a little Spotify, all still before the later tween window.
Gabrielle's day stayed pretty steady, mostly Instagram (23m) and Spotify (16m), and the late piece didn't stretch past her usual edge.
Lucy still hasn't shown any real phone activity.
Owen's phone finally wrapped earlier last night. Instagram (54m) led, but there was only a quick check after 9pm and he was done well before midnight.
→ Annie ONeill · send 07:30
Grace's phone use leaned more creative yesterday - Photos (21m), Giftful (15m), Notes (11m), and a little Spotify, all still before the later tween window.
Gabrielle's day stayed pretty steady, mostly Instagram (23m) and Spotify (16m), and the late piece didn't stretch past her usual edge.
Lucy still hasn't shown any real phone activity.
Owen's phone finally wrapped earlier last night. Instagram (54m) led, but there was only a quick check after 9pm and he was done well before midnight.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use has been consistently extending into the late night; last confirmed: 2026-04-13; evidence: night usage appeared 6/6 eligible days in the last 7-day rhythm window, with a median 25m and latest end at 11:54pm.
  • question:owen:trading-apps
    Asked how they feel about Owen using trading apps after Robinhood appeared on his phone during a light-use day; asked: 2026-04-12; status: open.
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:owen:late-night-phone-use", "content": "Owen's phone use has been consistently extending into the late night; last confirmed: 2026-04-13…
  • remember_agent_observation{"memoryKey": "question:owen:trading-apps", "content": "Asked how they feel about Owen using trading apps after Robinhood appeared on his phone during a light-…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use leaned more creative yesterday - Photos (21m), Giftful (15m), Notes (11m), and a…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's phone use leaned more creative yesterday - Photos (21m), Giftful (15m), Notes (11m), and a…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 98m i…
Day 15 Wed 2026-04-15 queued_recap

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

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a fuller night than usual yesterday, mostly Duolingo (9m) and Photos (8m), but she still stayed well before the late tween cutoff.
Gabrielle's phone picked up across the day, especially Instagram (54m), and there was still some use after 11pm last night.
Lucy still hasn't shown any real phone activity.
Owen kept it pretty moderate overall yesterday. Most of his phone time was Apple Maps (18m), and the late piece was shorter than what's been showing up lately.
→ Annie ONeill · send 07:30
Grace had a fuller night than usual yesterday, mostly Duolingo (9m) and Photos (8m), but she still stayed well before the late tween cutoff.
Gabrielle's phone picked up across the day, especially Instagram (54m), and there was still some use after 11pm last night.
Lucy still hasn't shown any real phone activity.
Owen kept it pretty moderate overall yesterday. Most of his phone time was Apple Maps (18m), and the late piece was shorter than what's been showing up lately.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use tends to carry into the late night; last confirmed: 2026-04-14; evidence: night activity occurred 6/6 eligible days in the last 7 days, median 15m, with latest local end 11:54pm and recent recaps noting repeated late use shared with parent: 2026-04-14.
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:owen:late-night-phone-use", "content": "Owen's phone use tends to carry into the late night; last confirmed: 2026-04-14; evidence: night…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a fuller night than usual yesterday, mostly Duolingo (9m) and Photos (8m), but she still…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a fuller night than usual yesterday, mostly Duolingo (9m) and Photos (8m), but she still…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "analyzeActivityPat…
Day 16 Thu 2026-04-16 queued_recap

Reviewed all four kids, saved late-night notes for Gabrielle and Owen plus one open question about Owen's 4:55am school-app stretch, queued 7:30am recaps to both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a pretty typical day for her, mostly Gmail (14m), Duolingo (10m), and YouTube (9m), and even the late piece stayed well before the tween cutoff.
Gabrielle's phone use stayed lighter than the last few nights. Snapchat (19m), Garmin Connect (17m), and Instagram (17m) led, and she only had a quick check after 11pm.
Lucy still hasn't shown any real phone activity.
Owen's phone went much later than his usual night stretch, still active until 4:55am early this morning. Most of that overnight piece looked like Google Docs, Sheets, Slides, and Calendar rather than social apps - was he up late finishing schoolwork?
→ Annie ONeill · send 07:30
Grace had a pretty typical day for her, mostly Gmail (14m), Duolingo (10m), and YouTube (9m), and even the late piece stayed well before the tween cutoff.
Gabrielle's phone use stayed lighter than the last few nights. Snapchat (19m), Garmin Connect (17m), and Instagram (17m) led, and she only had a quick check after 11pm.
Lucy still hasn't shown any real phone activity.
Owen's phone went much later than his usual night stretch, still active until 4:55am early this morning. Most of that overnight piece looked like Google Docs, Sheets, Slides, and Calendar rather than social apps - was he up late finishing schoolwork?
observation notes
  • pattern:gabrielle:late-night-phone-use
    Gabrielle has a recurring late-night phone habit that usually reaches into the 11pm hour and occasionally brushes past it; last confirmed: 2026-04-16; evidence: night activity on 5/6 eligible days this week, with current night median 28.96m and only 2.27m in the latest review window.
  • pattern:owen:late-night-phone-use
    Owen has a recurring late-night phone habit, often staying active through the 11pm hour and at times into overnight; last confirmed: 2026-04-16; evidence: night activity on 6/6 eligible days this week with current night median 15.05m, plus a one-off overnight stretch to 4:55am led by Google Docs, Sheets, Slides, and Calendar.
  • question:owen:overnight-schoolwork
    Asked whether Owen's overnight stretch looked like schoolwork since usage ran until 4:55am and was led by Google Docs, Sheets, Slides, and Calendar; asked: 2026-04-16; 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"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-phone-use", "content": "Gabrielle has a recurring late-night phone habit that usually reaches into the 11pm hour an…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen has a recurring late-night phone habit, often staying active through the 11pm hour and at t…
  • remember_agent_observation{"memoryKey": "question:owen:overnight-schoolwork", "content": "Asked whether Owen's overnight stretch looked like schoolwork since usage ran until 4:55am and …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace had a pretty typical day for her, mostly Gmail (14m), Duolingo (…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "sendAtLocalTime": "07:30", "message": "Grace had a pretty typical day for her, mostly Gmail (14m), Duolingo (…
  • 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 first briefs for Grace, Gabrielle, and Owen, saved a late-night watch note for Owen, queued recaps to both parents for 7:30am, and recorded the run.

✎ child brief written — Grace rev 8 → 9
Grace's screen time is generally light and practical, with most days spread across utility and school-adjacent apps rather than any one absorbing activity. She uses her phone throughout the day and most evenings, and brief late checks are common, but her usage has stayed well before the later tween cutoff. Gmail is a consistent anchor in her routine, with smaller supporting use across apps like Photos, Duolingo, Spotify, Giftful, and occasional light games or social apps. Overall, she looks like a child whose phone is part of the flow of the day more than a source of heavy or late-night pull.

reason — First child brief written after 15 observed days with full baseline coverage showing consistent light, practical, non-late usage.

✎ child brief written — Gabrielle rev 8 → 9
Gabrielle's screen time tends to center on social connection and everyday utility, with Snapchat and Instagram leading many days and Garmin Connect showing up as a regular part of her routine. Her usage is usually daytime and evening weighted, with some nights extending later, but the late-night piece is intermittent rather than all-consuming. Instagram and Snapchat matter most for her because they are the main places where her attention concentrates, while photos and utility apps often fill in around them. Overall, she looks fairly steady so far, with the main thing to watch being whether the later-night social use grows into a stronger habit.

reason — First child brief written after 15 observed days with enough observed activity to establish stable social-first tendencies and intermittent later-night use.

✎ child brief written — Owen rev 8 → 9
Owen's phone use tends to run later than his siblings', with activity commonly stretching into the night and occasional overnight carry into the early morning. His usage is varied rather than dominated by one app, with Snapchat, Spotify, Photos, Apple Maps, and other utility or school-related apps all showing up, which suggests the late use is not just entertainment scrolling. Snapchat is still the clearest late-night draw for him, while maps, notes, and Google workspace apps often make his phone feel tied to logistics, plans, or schoolwork as well. Overall, the main watchout is the late-night rhythm itself: his phone often stays active well after the evening, and some of the latest nights have mixed social and practical use rather than a clean cutoff.

reason — First child brief written after 14 observed days with enough evidence to establish a durable late-night tendency and varied app mix, including school and utility use.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a busier evening than usual yesterday, but it still stayed well before the later tween cutoff - mostly Spotify (37m), Gmail (33m), Photos (13m), Giftful (11m), and Duolingo (10m).
Gabrielle kept things pretty daytime yesterday, mostly Snapchat (24m) and Instagram (18m), with nothing late.
Lucy still hasn't shown any real phone activity.
Owen's phone ran late again last night, with Snapchat (45m), Photos (38m), Spotify (31m), and Apple Maps (27m) carrying into the overnight hours. Since this has been showing up a lot, a bedtime block could help create a cleaner stop - want me to set one up?
→ Annie ONeill · send 07:30
Grace had a busier evening than usual yesterday, but it still stayed well before the later tween cutoff - mostly Spotify (37m), Gmail (33m), Photos (13m), Giftful (11m), and Duolingo (10m).
Gabrielle kept things pretty daytime yesterday, mostly Snapchat (24m) and Instagram (18m), with nothing late.
Lucy still hasn't shown any real phone activity.
Owen's phone ran late again last night, with Snapchat (45m), Photos (38m), Spotify (31m), and Apple Maps (27m) carrying into the overnight hours. Since this has been showing up a lot, a bedtime block could help create a cleaner stop - want me to set one up?
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly runs late into the night, sometimes carrying into overnight hours; last confirmed: 2026-04-17; evidence: night activity 6/6 days in the current 7-day rhythm window with overnight activity on 2/7 days, latest overnight end 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"}
  • getRecentConversation{"sinceHours": 168, "limit": 20}
  • updateChildProfile{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childBrief": "Grace's screen time is generally light and practical, with most days spread across util…
  • updateChildProfile{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "childBrief": "Gabrielle's screen time tends to center on social connection and everyday utility, with…
  • updateChildProfile{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "childBrief": "Owen's phone use tends to run later than his siblings', with activity commonly stretchi…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly runs late into the night, sometimes carrying into overnight hours; la…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a busier evening than usual yesterday, but it still stayed well before the later tween c…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a busier evening than usual yesterday, but it still stayed well before the later tween c…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "AnalyzeActivityPat…
Day 18 Sat 2026-04-18 queued_recap

Reviewed all four kids, saved new late-night watch notes for Grace and Owen, queued concern recaps to both parents for the overnight usage, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace ran later than her usual tween edge last night, still active into the overnight hours with Apple Music (35m), then a bigger late stretch on Gmail (26m) and Google Drive (11m).
Gabrielle also had a later night than usual, with Apple Music (17m) and TestFlight (17m) carrying to about 5am.
Owen's phone was still going until 4:58am, this time with Google Classroom (29m) overnight and then Snapchat (35m), Instagram (42m), and GroupMe (12m) later in the night. Since this keeps repeating, a bedtime block still looks like the clearest way to help - want me to set one up?
→ Annie ONeill · send 07:30
Grace ran later than her usual tween edge last night, still active into the overnight hours with Apple Music (35m), then a bigger late stretch on Gmail (26m) and Google Drive (11m).
Gabrielle also had a later night than usual, with Apple Music (17m) and TestFlight (17m) carrying to about 5am.
Owen's phone was still going until 4:58am, this time with Google Classroom (29m) overnight and then Snapchat (35m), Instagram (42m), and GroupMe (12m) later in the night. Since this keeps repeating, a bedtime block still looks like the clearest way to help - want me to set one up?
observation notes
  • pattern:grace:late-night-music-schoolwork
    Grace's phone use occasionally runs later at night, usually tied to music or school-adjacent apps rather than social scrolling; last confirmed: 2026-04-18; evidence: night activity appeared 6/6 eligible days this week, with a stronger late stretch on 2026-04-17 led by Gmail and Google Drive plus overnight Apple Music.
  • pattern:owen:late-night-phone-use
    Owen's phone use runs late most nights and regularly carries through the night or into early morning, with mixed school, social, and utility use rather than a clean cutoff; last confirmed: 2026-04-18; evidence: night activity appeared 6/6 eligible days this week and overnight activity 3/7 days, latest overnight end 4:58am, with 2026-04-17 led overnight by Google Classroom and later night by Snapchat and GroupMe.
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:late-night-music-schoolwork", "content": "Grace's phone use occasionally runs later at night, usually tied to music or school-adja…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use runs late most nights and regularly carries through the night or into early mor…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace ran later than her usual tween edge last night, still active into the overnight hours with A…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace ran later than her usual tween edge last night, still active into the overnight hours with A…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:late-night-music-scho…
Day 19 Sun 2026-04-19 queued_recap

Reviewed all four kids, saved three late-night watch notes for Grace, Gabrielle, and Owen, queued recaps for both parents, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace was on her phone well past her usual cutoff last night, and this time it was mostly Game Center (1h 27m) overnight. That's the second really late night in a row for her.
Gabrielle also ran late, with GroupMe (1h 42m) and Instagram (52m) leading a heavier social night.
Good news on Owen though, he stayed well short of the overnight stretch that had been showing up earlier this week. Most of his day was Google Slides (27m), Safari (21m), GroupMe (20m), and Snapchat (18m), and he was done before 1am.
→ Annie ONeill · send 07:30
Grace was on her phone well past her usual cutoff last night, and this time it was mostly Game Center (1h 27m) overnight. That's the second really late night in a row for her.
Gabrielle also ran late, with GroupMe (1h 42m) and Instagram (52m) leading a heavier social night.
Lucy had another real day of phone activity, this time with Kahoot! (33m) overnight and then lighter use through the day. Still early, but at least we have a little more to learn from now.
Good news on Owen though, he stayed well short of the overnight stretch that had been showing up earlier this week. Most of his day was Google Slides (27m), Safari (21m), GroupMe (20m), and Snapchat (18m), and he was done before 1am.
observation notes
  • pattern:grace:late-night-use
    Grace has shifted from usually finishing before the tween late cutoff to several recent overnight or very late nights; last confirmed: 2026-04-19; evidence: overnight use appeared on 5/7 eligible days this week, including 91.68m overnight on 2026-04-19 led by Game Center (87.35m), with night median also up to 32.2m this week.
  • pattern:gabrielle:late-night-social
    Gabrielle's later-night phone use is becoming more frequent and heavier, often mixing social and utility activity into the late evening and overnight; last confirmed: 2026-04-19; evidence: overnight use occurred 3/7 days and night use 5/6 days this week, with review-day night at 72.53m and GroupMe (47.86m) leading.
  • pattern:owen:late-night-use
    Owen's phone use consistently runs late, with frequent overnight carry and regular night activity across the week; last confirmed: 2026-04-19; evidence: overnight use appeared 4/7 days this week and night use 6/6 days, with latest overnight end 4:58am on 2026-04-18 and current-week overnight minutes far above 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"}
  • getRecentConversation{"sinceHours": 120, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-use", "content": "Grace has shifted from usually finishing before the tween late cutoff to several recent overnight or …
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-social", "content": "Gabrielle's later-night phone use is becoming more frequent and heavier, often mixing social a…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use consistently runs late, with frequent overnight carry and regular night activity acro…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was on her phone well past her usual cutoff last night, and this time it was mostly Game Cen…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace was on her phone well past her usual cutoff last night, and this time it was mostly Game Cen…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:late-night-use", "evi…
Day 20 Mon 2026-04-20 queued_recap

Reviewed all four kids, saved new watch notes for Grace and Owen's late-night use, queued recaps for both parents based on their preferences, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen's phone was still active until 5:30am this morning. Most of it looked school and coordination heavy this time - GroupMe (1h 9m), Google Classroom (42m), Gmail (35m), and Google Slides (31m).
Gabrielle also had a really full day yesterday, led by Netflix (1h 42m) and Instagram (1h), plus some phone use after 11pm.
Grace cooled off after the overnight stretch from the last two nights. She still used her phone plenty through the day, but nothing overnight this time.
→ Annie ONeill · send 07:30
Lucy had her busiest real day so far, mostly Photos (41m), Kahoot! (24m), and Hole.io (16m), with almost nothing late. Still early, but at least it's starting to show what a normal Sunday might look like for her.
Owen's phone was still active until 5:30am this morning. Most of it looked school and coordination heavy this time - GroupMe (1h 9m), Google Classroom (42m), Gmail (35m), and Google Slides (31m).
Gabrielle also had a really full day yesterday, led by Netflix (1h 42m) and Instagram (1h), plus some phone use after 11pm.
Grace cooled off after the overnight stretch from the last two nights. She still used her phone plenty through the day, but nothing overnight this time.
observation notes
  • pattern:grace:overnight-phone-use
    Grace's phone use has shifted later than her usual tween cutoff, including overnight activity on 3 of the last 7 days; last confirmed: 2026-04-19; evidence: overnight occurrence 5/7 days this week with a 4.88m median active overnight, including one 91.68m overnight spike on 2026-04-19 and two consecutive nights recently shared with parent: 2026-04-19.
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly runs deep into the night and early morning, with social and school/utility activity both showing up in the late window; last confirmed: 2026-04-20; evidence: overnight activity 5/7 days and night activity 6/6 days this week, with median active minutes 18.13 overnight and 48.54 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": 120, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-phone-use", "content": "Grace's phone use has shifted later than her usual tween cutoff, including overnight activity on…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly runs deep into the night and early morning, with social and school/ut…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone was still active until 5:30am this morning. Most of it looked school and coordination…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy had her busiest real day so far, mostly Photos (41m), Kahoot! (24m), and Hole.io (16m), with …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:overnight-phone-use", …
Day 21 Tue 2026-04-21 queued_recap

Reviewed all four children, saved new watch notes for Grace and Owen's late-night patterns, queued Tim a morning recap, and skipped Annie today per her weekly-after-learning preference since there were no concerns.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace stayed way lighter yesterday after that rough weekend. Just 33m total, no overnight use, and nothing close to the later stretch from before.
Lucy had a quieter follow-up day, mostly FUTBIN (10m), Pinterest (4m), and Giftful (3m), with almost nothing late.
Owen was still on his phone overnight, though not in that 4 or 5am range this time. Last night was more GroupMe (36m), Google Slides (25m), and Google (21m) than Snapchat.
Gabrielle's day was steadier too - Instagram (42m), MLB (21m), and Garmin Connect (19m), with a little use after 11pm but nothing like the 5am night from earlier.
observation notes
  • pattern:grace:late-night-surge
    Grace has had a recent cluster of much later-than-usual overnight phone use for a tween, followed by a sharp cool-down; last confirmed: 2026-04-20; evidence: overnight activity appeared 5/7 days in the last week with a 4:59am latest end, but dropped to 0m overnight and 3m at night in the review window; shared with parent: 2026-04-20.
  • pattern:owen:overnight-phone-rhythm
    Owen's phone use consistently stretches into overnight and early-morning hours, often mixing social, school, and utility apps rather than one single entertainment pull; last confirmed: 2026-04-21; evidence: overnight activity occurred 6/7 days and early-morning activity 6/7 days in the last week, with a 4:58am latest overnight end and 48.54m median night use; shared with parent: 2026-04-20.
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-night-surge", "content": "Grace has had a recent cluster of much later-than-usual overnight phone use for a tween, followed b…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-rhythm", "content": "Owen's phone use consistently stretches into overnight and early-morning hours, often mixing s…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace stayed way lighter yesterday after that rough weekend. Just 33m total, no overnight use, and…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-surge", "ev…
Day 22 Wed 2026-04-22 queued_recap

Reviewed all four kids, saved three pattern notes, queued Tim a recap, and skipped Annie per her weekly-after-learning preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace stayed really light yesterday, just a few small checks and nothing overnight for the second straight day.
Lucy had her first Roblox session (22m) and also spent about 25m on Build Stars for Brawl Stars overnight, which is a little unusual for a 13-year-old. Might be a good time for a bedtime block on games if you want a cleaner stop.
Owen's phone was still active overnight and into early this morning, with Instagram (31m), GroupMe (27m), Snapchat (15m), and Google Slides (14m) in the mix.
Gabrielle had a fuller day but nothing extreme, mostly Google (53m), Google Calendar (18m), and Instagram (15m), with some phone use late last night too.
observation notes
  • pattern:grace:late-night-use
    Grace had a brief run of later-night phone use that spiked over the weekend and then went quiet; last confirmed: 2026-04-19; evidence: overnight activity on 4/7 recent days with a 20.59m median active overnight session, but none on 2026-04-20, 2026-04-21, or 2026-04-22.
  • pattern:owen:late-night-use
    Owen's phone use regularly stretches into the late night and overnight; last confirmed: 2026-04-22; evidence: overnight activity on 7/7 days and night activity on 6/6 eligible days in the last week, with median active minutes of 21.92 overnight and 49.44 at night.
  • pattern:gabrielle:late-night-use
    Gabrielle has intermittent but recurring later-night phone use, though less extreme than the weekend spike; last confirmed: 2026-04-22; evidence: overnight activity on 5/7 days and night activity on 5/6 eligible days in the last week, with median active minutes of 20.99 overnight and 25.51 at night.
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:late-night-use", "content": "Grace had a brief run of later-night phone use that spiked over the weekend and then went quiet; last…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use regularly stretches into the late night and overnight; last confirmed: 2026-04-22; ev…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-use", "content": "Gabrielle has intermittent but recurring later-night phone use, though less extreme than the week…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace stayed really light yesterday, just a few small checks and nothing overnight for the second …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-use", "evid…
Day 23 Thu 2026-04-23 queued_recap

Reviewed all four kids, saved an overnight-use observation for Owen, queued Tim a recap for 7:30am, and skipped Annie today based on her weekly-after-learning preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen's phone stayed active overnight and into early this morning again, with App Store (25m), Snapchat (20m), GroupMe (18m), and Notes (18m) leading the day.
Grace was nicely light, mostly Photos (10m) and Giftful (8m), with nothing overnight.
Lucy had a fuller learning-period day, led by Pinterest (42m) and a little Venmo (8m), but nothing that really looked out of bounds.
Gabrielle's day was pretty steady, mostly GroupMe (49m), Photos (47m), and Google (39m), with some later-night phone use but nothing extreme.
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use is consistently extending overnight into the early morning; last confirmed: 2026-04-23; evidence: overnight activity on 7/7 days and early-morning activity on 6/7 days in the last-week rhythm, with latest overnight end 4:58am.
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 extending overnight into the early morning; last confirmed: 2026…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone stayed active overnight and into early this morning again, with App Store (25m), Snap…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 44m i…
Day 24 Fri 2026-04-24 queued_recap

Reviewed all four kids, saved a new late-night watch note for Owen, queued Tim a full morning recap and Annie a Lucy learning-period note, then recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Owen's phone was still active overnight and into the late evening last night, with Snapchat (25m) leading and another 14m on the App Store.
Grace stayed pretty light, mostly Pinterest (22m), with nothing overnight and still well before the later tween cutoff.
Lucy had another learning-period day right around her recent range, mostly Build Stars for Brawl Stars (10m), Venmo (9m), and a little night use before midnight.
Gabrielle had a really light reset, mostly iMovie (5m), Threads (4m), and Instagram (3m), with no late-night spillover.
→ Annie ONeill · send 07:30
Lucy had another learning-period day right around her recent range, mostly Build Stars for Brawl Stars (10m), Venmo (9m), and a little night use before midnight.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly stretches into the late night and overnight, with Snapchat still the clearest social draw alongside a mix of practical apps; last confirmed: 2026-04-24; evidence: night activity 6/6 eligible days in the current 7-day rhythm window and overnight activity 7/7 days, with Snapchat leading night minutes.
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 regularly stretches into the late night and overnight, with Snapchat still the …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone was still active overnight and into the late evening last night, with Snapchat (25m) …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy had another learning-period day right around her recent range, mostly Build Stars for Brawl S…
  • 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 an Owen late-night observation, queued Tim one recap for the overnight concerns and daily learning-period coverage, and skipped Annie per her weekly-after-learning-period preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a really light day, mostly OpenAI (9m) and Schoology (3m), and she was off well before the later tween cutoff.
Lucy had a fuller learning-period Friday, mostly Roblox (13m), MyScreen - Live Wallpapers (8m), Star Wars (8m), and Venmo (7m), with some phone use right up to midnight but nothing that looked alarming.
Gabrielle's phone picked up after 11pm and carried into the overnight hours, with Rocket League Sideswipe (24m), TestFlight (19m), and Snapchat (18m) leading.
Owen's phone was still active overnight, but it was a lot lighter than the really late stretch from earlier this week - mostly Google Slides (20m), Snapchat (18m), and GroupMe (10m).
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use continues to run late, with activity reaching the night or overnight window on 6 of the last 7 nights and overnight on all 7 eligible days this week; last confirmed: 2026-04-25; evidence note: current rhythm shows night median 35.55m and overnight median 25.03m, with latest overnight end 4:52am.
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-phone-use", "content": "Owen's phone use continues to run late, with activity reaching the night or overnight window on …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace had a really light day, mostly OpenAI (9m) and Schoology (3m), a…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 26.82…
Day 26 Sun 2026-04-26 queued_recap

Reviewed all four kids, queued Tim a 7:30am recap with the day’s concrete highlights, skipped Annie per her preferences for now, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a nice reset after last weekend's late stretch - mostly Pinterest (23m) and OpenAI (10m), with nothing overnight and just a couple of tiny checks before bed.
Lucy had a fuller Saturday in her usual learning-period range, led by Venmo (19m), Photos (18m), and Star Wars (14m), with some phone use right up to midnight but nothing that stood out as alarming.
Gabrielle was much lighter than her usual social-heavy days yesterday - mostly Pinterest (15m), Instagram (14m), and TestFlight (10m), and she stayed off her phone overnight.
Owen's phone was active overnight again, this time mostly Google Slides (48m), TestFlight (39m), and GroupMe (32m). It wasn't one of his latest nights, but the late rhythm is still there.
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 nice reset after last weekend's late stretch - mostly Pinterest (23m) and OpenAI (10m)…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 62m in …
Day 27 Mon 2026-04-27 queued_recap

Reviewed all four kids, saved Owen’s recurring overnight-use observation, queued Tim a recap for 7:30am, skipped Annie per her weekly-after-learning preference while Lucy is still in the learning period, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had another healthy day yesterday, mostly Safari (10m) and a handful of short practical apps, and she stayed well before the later tween cutoff.
Lucy had her fullest learning-period Sunday so far, with more phone time starting early and carrying through the evening, but nothing that crossed into a real concern. The biggest pieces were Contacts (34m), Photos (25m), and MyScreen - Live Wallpapers (19m).
Gabrielle had a very light reset, mostly Instagram (17m) and Snapchat (3m), with no late-night spillover.
Owen's phone was active all the way through overnight and into early this morning, ending around 5am. This time it wasn't one app taking over - the biggest pieces were Instagram (51m), Contacts (20m), Giftful (18m), and Photos (14m).
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use continues to stretch well into the overnight hours as a recurring late-night rhythm; last confirmed: 2026-04-27; evidence: overnight activity on 7/7 days in the current rhythm window, median 25.63m, with the latest overnight end at 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:late-night-phone-use", "content": "Owen's phone use continues to stretch well into the overnight hours as a recurring late-night rh…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had another healthy day yesterday, mostly Safari (10m) and a handful of short practical apps…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 64m in …
Day 28 Tue 2026-04-28 queued_recap

Reviewed all four kids, saved an overnight-use observation for Owen, queued 7:30am recaps for both parents with Lucy and Owen's late-night concerns plus brief notes on Grace and Gabrielle, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had one of her lightest days lately, mostly Gmail (5m), Giftful (4m), and Safari (4m), with nothing overnight.
Lucy stayed in her recent learning-period range overall, but she was still on the App Store until 4:52am last night. Most of the day was App Store (14m), Apple Phone (8m), and Referee Simulator 3D (8m).
Gabrielle had a really light reset, mostly Instagram (3m), Opal (3m), and Snapchat (2m), with nothing late.
Owen's phone kept going through the night and into early this morning, with overnight use showing up every night this past week. Yesterday's biggest pieces were Instagram (41m), Google Sheets (30m), and Photos (22m).
→ Annie ONeill · send 07:30
Grace had one of her lightest days lately, mostly Gmail (5m), Giftful (4m), and Safari (4m), with nothing overnight.
Lucy stayed in her recent learning-period range overall, but she was still on the App Store until 4:52am last night. Most of the day was App Store (14m), Apple Phone (8m), and Referee Simulator 3D (8m).
Gabrielle had a really light reset, mostly Instagram (3m), Opal (3m), and Snapchat (2m), with nothing late.
Owen's phone kept going through the night and into early this morning, with overnight use showing up every night this past week. Yesterday's biggest pieces were Instagram (41m), Google Sheets (30m), and Photos (22m).
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use is still regularly carrying into the overnight hours; last confirmed: 2026-04-28; evidence: overnight activity on 7/7 days in the last week, median 29.68m, with the latest overnight end at 5:00am on 2026-04-27.
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 still regularly carrying into the overnight hours; last confirmed: 2026-04-28…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had one of her lightest days lately, mostly Gmail (5m), Giftful (4m), and Safari (4m), with …
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had one of her lightest days lately, mostly Gmail (5m), Giftful (4m), and Safari (4m), with …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 32.51…
Day 29 Wed 2026-04-29 queued_recap

Reviewed all four kids, saved a new note tracking Lucy’s recurring late-night phone use, queued Tim a 7:30am recap focused on Lucy’s concern plus brief context on the others, and skipped Annie’s recap for this run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace kept it pretty practical yesterday - mostly GroupMe (7m), Photos (4m), and Quizlet (3m), with nothing overnight.
Lucy had a much later finish than usual for her age, with Apple Phone and GroupMe carrying to about midnight. That late-night piece has shown up most nights this past week.
Gabrielle had another really light day, mostly Photos (7m), Instagram (6m), and GroupMe (6m), with nothing overnight.
Owen was still on his phone through the overnight window and into early this morning, but it was a lighter mix than some of his recent nights - mostly Instagram (20m), Photos (19m), DECA Inc. (17m), and Apple Phone (17m).
observation notes
  • pattern:lucy:late-night-phone-use
    Lucy has a recurring late-night phone habit, with activity reaching the night or overnight windows on 6/6 current-week nights and 7/7 current-week overnights; last confirmed: 2026-04-29; evidence: last 24h included 42.01m in the night window, led by Apple Phone and GroupMe.
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:lucy:late-night-phone-use", "content": "Lucy has a recurring late-night phone habit, with activity reaching the night or overnight windo…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "sendAtLocalTime": "07:30", "message": "Grace kept it pretty practical yesterday - mostly GroupMe (7m), Photos…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 34.05 m…
Day 30 Thu 2026-04-30 queued_recap

Reviewed all four kids, saved a new late-night note for Lucy, queued Tim a full 7:30am recap and Annie a Lucy-focused 7:30am recap, then recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had another pretty practical day, a little MyScreen - Live Wallpapers (11m), OpenAI (9m), and Apple Phone (8m), with nothing overnight.
Lucy stayed in her recent range overall, but the later finish is still there for her age - Apple Phone (16m), Roblox (15m), and GroupMe (14m), with another stretch close to midnight.
Gabrielle stayed on the lighter side yesterday, mostly Instagram (13m), Snapchat (9m), Apple Phone (8m), and Chrome (8m), and she was off overnight.
Owen's phone still ran late, but not into the overnight window this time. Most of it was Apple Phone (21m), Photos (17m), Threads (12m), and Snapchat (12m).
→ Annie ONeill · send 07:30
Lucy stayed in her recent range overall, but the later finish is still there for her age - Apple Phone (16m), Roblox (15m), and GroupMe (14m), with another stretch close to midnight.
observation notes
  • pattern:lucy:late-night-phone-use
    Lucy has had phone activity late in the evening and night on most recent days, usually ending around midnight rather than crossing deep overnight; last confirmed: 2026-04-29; evidence: night activity on 6/6 eligible days in the current 7-day rhythm window, median 13.93m, with 13.87m on the review day.
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:lucy:late-night-phone-use", "content": "Lucy has had phone activity late in the evening and night on most recent days, usually ending ar…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had another pretty practical day, a little MyScreen - Live Wallpapers (11m), OpenAI (9m), an…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Lucy stayed in her recent range overall, but the later finish is still there for her age - Apple P…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "AnalyzeActivityPat…
Day 31 Fri 2026-05-01 queued_recapchild brief written

Reviewed the family’s last day, wrote Lucy’s first child brief, saved a recurring late-night note for her, queued Tim a recap, and skipped Annie per her weekly preference.

✎ child brief written — Lucy rev 8 → 9
Lucy's screen time is still varied, but it already has a clear rhythm: regular phone use through the day, frequent evening activity, and a recurring late finish that runs later than is ideal for her age. Her top apps shift around more than her siblings', with mixes of App Store, GroupMe, Roblox, MyScreen - Live Wallpapers, Photos, and other utility or light entertainment apps rather than one dominant draw. The late-night piece matters most for her right now, because even on otherwise ordinary days her phone often stays active close to midnight and sometimes spills into the overnight window. Overall, she looks like a child whose phone habits are still taking shape, with the main watchout being bedtime drift rather than heavy daytime use.

reason — Lucy has reached 14 observed days and now has enough consistent evidence to write her first durable brief, including a recurring later-night usage tendency across the past two weeks.

recaps queued (1)
→ Tim ONeill · send 07:30
Lucy stayed in her usual range overall yesterday, but the late finish is still hanging around for her age. Most of it was App Store (18m), GroupMe (14m), and Roblox (12m), with a little phone activity after 10pm.
Gabrielle had another pretty light day, mostly Photos (13m), Opal (7m), GroupMe (7m), and Instagram (6m), and she stayed off her phone overnight.
Owen's phone was active into the overnight window and early this morning, with a pretty mixed late-night spread - Photos (30m), GroupMe (21m), Apple Phone (13m), and Google Slides (12m).
observation notes
  • pattern:lucy:late-night-phone-use
    Lucy has a recurring late-night phone habit for her age, usually small but present near the end of the day; last confirmed: 2026-05-01; evidence: night activity on 6/6 eligible days in the current week with median 10.94m, plus overnight activity on 7/7 days mostly App Store use, including a 4:52am finish earlier this week; shared with parent: 2026-05-01.
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:lucy:late-night-phone-use", "content": "Lucy has a recurring late-night phone habit for her age, usually small but present near the end …
  • updateChildProfile{"targetUserId": "331fcdba-f258-491c-90fb-51db4b1632d6", "childBrief": "Lucy's screen time is still varied, but it already has a clear rhythm: regular phone us…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Lucy stayed in her usual range overall yesterday, but the late finish is still hanging around for …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 53.8 …
Day 32 Sat 2026-05-02 queued_recap

Reviewed all four kids, saved Lucy and Owen observations plus a Gabrielle app question, queued Tim a 7:30 recap, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Good reset for Grace yesterday, just light practical use with Safari (9m) leading and nothing overnight.
Lucy stayed off her phone overnight for once, which is a good sign. Most of the day was Photos (11m), App Store (7m), Kahoot! (6m), and Roblox (6m).
Gabrielle's evening was mostly Instagram (54m), and Kalshi showed up for the first time - it's a prediction market trading app. How do you feel about Gabrielle using that?
Owen's phone was still going through the overnight window and into early this morning, this time with Gmail (28m), Messages (26m), Google Docs (18m), and Photos (43m).
observation notes
  • pattern:lucy:late-night-bedtime-drift
    Lucy's phone use still tends to run later than ideal for her age, but this week the latest finish eased slightly; last confirmed: 2026-05-01; evidence: night occurrence 5/6 days in the current 7-day rhythm window, latest night end 11:41pm, with no overnight use in the review day; shared with parent: 2026-05-01.
  • pattern:owen:overnight-phone-use
    Owen's phone use continues to spill well past midnight with mixed social, utility, and school/logistics apps rather than one dominant activity; last confirmed: 2026-05-02; evidence: overnight occurrence 7/7 days and night occurrence 6/6 days in the current 7-day rhythm window, with 70.68 overnight minutes in the review window led by Gmail, Messages, and Google Docs.
  • question:gabrielle:kalshi
    Asked how they feel about Gabrielle using Kalshi, a prediction market trading app, after it first appeared in the review window; asked: 2026-05-02; 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": "Kalshi", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:lucy:late-night-bedtime-drift", "content": "Lucy's phone use still tends to run later than ideal for her age, but this week the latest f…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use continues to spill well past midnight with mixed social, utility, and school/log…
  • 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", "sendAtLocalTime": "07:30", "message": "Good reset for Grace yesterday, just light practical use with Safari (…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 37.59 m…
Day 33 Sun 2026-05-03 queued_recap

Reviewed all four kids, saved three observation notes, queued Tim a recap for Lucy's quiet day, Gabrielle's light reset, and Owen's continued overnight use, and skipped Annie for today based on her weekly preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Really nice reset for Lucy yesterday, totally off her phone through the whole window.
Gabrielle was pretty light too, mostly Safari (12m) and a little Snapchat (2m), with social stuff fading out by evening.
Owen's phone was still active past 11pm and into early this morning, mostly Google Docs (26m), Photos (26m), and Snapchat (23m).
observation notes
  • pattern:lucy:quiet-weekend
    Lucy had a fully quiet weekend window despite a baseline with regular weekday and frequent weekend evening/night use; last confirmed: 2026-05-03; evidence: no activity at all in the last 24h and 0 active weekend days in the current 7-day rhythm window versus 2 active weekend days in the prior week.
  • pattern:gabrielle:lighter-weekend-reset
    Gabrielle's weekends can drop into very light, daytime-only use with social activity fading out by evening; last confirmed: 2026-05-03; evidence: 21m total in the last 24h with no evening use and only a 1m overnight Stocks check, while the current 7-day rhythm shows weekend time far below weekday use.
  • pattern:owen:overnight-phone-use
    Owen's phone use is repeatedly extending through the overnight window and into early morning; last confirmed: 2026-05-03; evidence: overnight activity on 7 of 7 days in the current rhythm window with a median 24m overnight and usage reaching the early-morning window every day this 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"}
  • getRecentConversation{"sinceHours": 336, "limit": 50}
  • lookupActivity{"query": "Stocks", "limit": 5}
  • remember_agent_observation{"memoryKey": "pattern:lucy:quiet-weekend", "content": "Lucy had a fully quiet weekend window despite a baseline with regular weekday and frequent weekend even…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:lighter-weekend-reset", "content": "Gabrielle's weekends can drop into very light, daytime-only use with social activity fadin…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use is repeatedly extending through the overnight window and into early morning; las…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Really nice reset for Lucy yesterday, totally off her phone through the whole window.\n\nGabrielle…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 58m in …
Day 34 Mon 2026-05-04 queued_recap

Reviewed all four kids, saved late-night watch notes for Lucy and Owen, queued Tim a recap centered on Owen's overnight use, and skipped Annie for her weekly cadence.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a nice low-key day yesterday, mostly Safari (30m) and Giftful (11m), and she stayed well short of anything late.
Gabrielle looked pretty steady too, mostly Safari (26m), Instagram (15m), and Strava (9m), with nothing overnight.
Owen's phone was still active overnight and into early this morning, with Snapchat (1h 7m), Spotify (41m), Safari (29m), and Photos (20m) in the mix. The late-night part is the bigger story - he was still on it into the overnight window again.
observation notes
  • pattern:lucy:late-night-phone-use
    Lucy’s phone often stays active later than is ideal for her age, with night use still recurring even after a fully quiet last 24 hours; last confirmed: 2026-05-01; evidence: night occurrence 3/6 days in the current week window, with latest end 11:41pm and median active-night use 13.87m.
  • pattern:owen:late-night-phone-use
    Owen’s phone use consistently stretches into the overnight window, with mixed social and practical activity carrying well past bedtime; last confirmed: 2026-05-04; evidence: overnight occurrence 7/7 days and early-morning occurrence 7/7 days in the current week window, latest overnight end 4:59am.
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:lucy:late-night-phone-use", "content": "Lucy’s phone often stays active later than is ideal for her age, with night use still recurring …
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen’s phone use consistently stretches into the overnight window, with mixed social and practic…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a nice low-key day yesterday, mostly Safari (30m) and Giftful (11m), and she stayed well…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 46m in …
Day 35 Tue 2026-05-05 queued_recap

Reviewed all four kids, saved new watch notes for Grace's heavier evening Safari use and Owen's overnight phone use, queued Tim a recap for the concern-level late activity, 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, almost all Safari (1h 23m), and it ran until 11:42pm.
Gabrielle looked pretty steady, mostly Snapchat (11m), Garmin Connect (8m), Instagram (8m), and Safari (7m), with nothing overnight.
Owen's phone was still going through the overnight window and into early this morning, this time with Photos (43m), Safari (17m), and Snapchat (13m) in the mix.
observation notes
  • pattern:grace:heavy-evening-safari
    Grace's phone use is usually light and practical, but Safari has become a recurring heavier evening draw; last confirmed: 2026-05-04; evidence: evening use appeared 6/6 eligible days in the last week with 67m on 2026-05-04 versus a 15m baseline evening median, led by Safari.
  • pattern:owen:overnight-phone-use
    Owen's phone use regularly carries through the overnight window and into early morning hours; last confirmed: 2026-05-05; evidence: overnight activity appeared 7/7 eligible days in the last week with latest overnight end at 4:59am and another overnight/early morning stretch in this review window.
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:heavy-evening-safari", "content": "Grace's phone use is usually light and practical, but Safari has become a recurring heavier eve…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use regularly carries through the overnight window and into early morning hours; las…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much fuller evening than usual yesterday, almost all Safari (1h 23m), and it ran until…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:heavy-evening-safari"…
Day 36 Wed 2026-05-06 queued_recap

Reviewed all four kids, saved new observation notes for Grace, Lucy, and Owen, queued Tim a recap for the late-night concerns and Lucy's quiet day, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a much later finish than usual yesterday. Most of that late stretch was Photos (14m), Gmail (14m), Messages (8m), and Duolingo (6m), and she was still on her phone until 11:58pm.
Lucy stayed completely off her phone yesterday, which is a nice shift from the later nights that had been showing up for her.
Owen's phone was still going into the overnight window and early this morning, with Snapchat (1h 9m) leading and the late use stretching past 4am.
observation notes
  • pattern:grace:later-night-drift
    Grace's phone use has been running later than her usual practical-light baseline, with night activity elevated on 3 of the last 4 eligible days and a latest recent end at 11:58pm; last confirmed: 2026-05-05; evidence note: current week night median 5.85m vs 2.33m the prior week, with a 47.99m night stretch on 2026-05-05.
  • pattern:lucy:offline-stretch
    Lucy's phone has gone fully quiet for a sustained stretch after a previously regular late-finish rhythm; last confirmed: 2026-05-05; evidence note: no activity across the full last 24h and only 2 active days in the current 7-day window versus 7 active days in the previous one, with night occurrence down from 7/7 to 1/6.
  • pattern:owen:late-night-phone-use
    Owen's phone use is consistently carrying through the late-night window and into overnight hours, usually with Snapchat leading but mixed with practical apps as well; last confirmed: 2026-05-06; evidence note: night activity occurred 6/6 recent eligible days with median 37.72m, overnight activity 7/7 days, and the latest overnight end this week reached 4:59am.
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:later-night-drift", "content": "Grace's phone use has been running later than her usual practical-light baseline, with night activ…
  • remember_agent_observation{"memoryKey": "pattern:lucy:offline-stretch", "content": "Lucy's phone has gone fully quiet for a sustained stretch after a previously regular late-finish rhyt…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use is consistently carrying through the late-night window and into overnight hours…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much later finish than usual yesterday. Most of that late stretch was Photos (14m), Gm…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:later-night-drift", "…
Day 37 Thu 2026-05-07 queued_recap

Reviewed all four kids, saved new observation notes for Lucy's quiet stretch and Owen's overnight habit, queued one concern-focused recap to Tim, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle spent 1h 30m on Netflix yesterday, almost all in one long evening stretch, and she was still on Instagram overnight until 4:36am.
Owen's phone was going well past midnight again, with Snapchat (1h 40m) and Spotify (1h 37m) leading, and the late use stretched into the overnight window and early this morning.
observation notes
  • pattern:lucy:phone-went-quiet
    Lucy's phone use has gone quiet after a stretch of regular daytime and late-night activity; last confirmed: 2026-05-07; evidence: no activity at all in the current 7-day window after active use across all dayparts in the prior 7-day window.
  • pattern:owen:overnight-phone-use
    Owen's phone use consistently runs into the overnight and early-morning hours, with the latest stretch now centering on Snapchat; last confirmed: 2026-05-07; evidence: overnight activity 7/7 days and night activity 6/6 days in the current rhythm window, with median night use 53m and Snapchat leading that daypart.
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:lucy:phone-went-quiet", "content": "Lucy's phone use has gone quiet after a stretch of regular daytime and late-night activity; last con…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use consistently runs into the overnight and early-morning hours, with the latest st…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle spent 1h 30m on Netflix yesterday, almost all in one long evening stretch, and she was s…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 131 m…
Day 38 Fri 2026-05-08 queued_recap

Reviewed all four kids, saved three ongoing observations plus one quiet-week note, queued Tim a recap about 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 fuller-than-usual night yesterday, mostly Photos (45m) and Safari (42m), and she was still on her phone until 11:58pm.
Gabrielle's phone ran later last night too, with Instagram, Snapchat, and Pinterest in the mix into 4:56am.
Owen's phone kept going through the night and into early this morning, this time with Photos (43m), Snapchat (41m), and Apple Maps (22m) leading.
observation notes
  • pattern:lucy:phone-quiet-week
    Lucy has gone fully quiet for a full week after earlier regular daytime and late-night use; last confirmed: 2026-05-08; evidence: no activity in any daypart across the current 7-day rhythm window after activity on 7/7 days in the prior week.
  • pattern:gabrielle:late-night-social
    Gabrielle's phone use has shifted later this week, with repeated overnight and night activity led by social apps and browsing; last confirmed: 2026-05-08; evidence: overnight use on 3/7 days in the current rhythm window versus 0/6 in the prior week, latest end 4:56am, and night median up to 8m from 0m.
  • pattern:owen:overnight-phone-use
    Owen's phone use continues to run through the overnight window most nights, with a mix of Snapchat, photos, and practical apps rather than one clean cutoff; last confirmed: 2026-05-08; evidence: overnight activity on 7/7 days in the current rhythm window, median 22m, latest end 4:59am.
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:phone-quiet-week", "content": "Lucy has gone fully quiet for a full week after earlier regular daytime and late-night use; last con…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-social", "content": "Gabrielle's phone use has shifted later this week, with repeated overnight and night activity …
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use continues to run through the overnight window most nights, with a mix of Snapcha…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a fuller-than-usual night yesterday, mostly Photos (45m) and Safari (42m), and she was s…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": null, "evidence": "Grace logged 139m…
Day 39 Sat 2026-05-09 queued_recap

Reviewed all four kids, saved three overnight-usage observations for Grace, Gabrielle, and Owen, queued concern recaps to both parents for 7:30am, and recorded Lucy as not observed.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace's phone use stretched later than usual this week, and last night it spilled all the way into early this morning. Yesterday's biggest pieces were Spotify (47m) and Gmail (42m), and there was still activity at 5:29am.
Gabrielle's phone also ran through the night, this time until 5:03am with Spotify (1h 16m), Snapchat (39m), and Instagram (25m) leading.
Owen's phone kept going late too, with activity continuing until 4:29am. Snapchat (57m), Instagram (44m), and Google Docs (36m) led his night.
→ Annie ONeill · send 07:30
Grace's phone use stretched later than usual this week, and last night it spilled all the way into early this morning. Yesterday's biggest pieces were Spotify (47m) and Gmail (42m), and there was still activity at 5:29am.
Gabrielle's phone also ran through the night, this time until 5:03am with Spotify (1h 16m), Snapchat (39m), and Instagram (25m) leading.
Owen's phone kept going late too, with activity continuing until 4:29am. Snapchat (57m), Instagram (44m), and Google Docs (36m) led his night.
observation notes
  • pattern:grace:later-night-usage
    Grace's phone use has been running later than her usual tween cutoff this week, with repeated finishes near midnight; last confirmed: 2026-05-09; evidence: night activity showed on 13/13 baseline eligible days and yesterday extended into overnight and early morning, with timeline activity through 5:29am; shared with parent: 2026-05-09.
  • pattern:gabrielle:overnight-social-use
    Gabrielle's phone use has shifted into a recurring overnight social rhythm, with late Instagram, Snapchat, and Spotify carrying well past midnight; last confirmed: 2026-05-09; evidence: overnight activity on 4/14 baseline days but yesterday ran until 5:03am with 54.7m overnight and 64.64m night use; shared with parent: 2026-05-09.
  • pattern:owen:overnight-phone-use
    Owen's phone use routinely carries deep into the night and early morning, mixing social, music, maps, and school/logistics apps rather than a single draw; last confirmed: 2026-05-09; evidence: overnight and night activity occurred on 14/14 and 13/13 baseline eligible days, and yesterday the timeline continued through 4:29am with Google Docs, Instagram, and App Conduit in the overnight stretch; shared with parent: 2026-05-09.
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"}
  • 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"}
  • getRecentConversation{"sinceHours": 72, "limit": 20}
  • remember_agent_observation{"memoryKey": "pattern:grace:later-night-usage", "content": "Grace's phone use has been running later than her usual tween cutoff this week, with repeated fini…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:overnight-social-use", "content": "Gabrielle's phone use has shifted into a recurring overnight social rhythm, with late Insta…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use routinely carries deep into the night and early morning, mixing social, music, m…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone use stretched later than usual this week, and last night it spilled all the way into…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace's phone use stretched later than usual this week, and last night it spilled all the way into…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:later-night-usage", "…
Day 40 Sun 2026-05-10 queued_recap

Reviewed all four kids, saved new overnight watch notes for Grace, Gabrielle, and Owen, queued Tim a recap about Grace and Owen's late-night use plus Gabrielle's lighter night, and skipped Annie per her Sunday-only preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace was on her phone into the overnight window again, and this time most of it was a long Google Calendar stretch starting right after midnight. She also had Gmail (38m) through the day, but the 74m calendar run is the part I'd check in on.
Gabrielle's night was much lighter than the last few. Mostly Photos (1h 10m), Snapchat (29m), and Instagram (18m), and she was done by 12:25am.
Owen was still on Snapchat deep into the night, with activity continuing until 5:16am and Snapchat totaling 3h 13m yesterday. That's definitely the main concern from the day.
observation notes
  • pattern:grace:overnight-phone-use
    Grace's phone use has shifted into an overnight pattern worth watching, with a standout long Google Calendar session after midnight and overnight activity on 6 of the last 7 days; last confirmed: 2026-05-10; evidence: last 7 days overnight occurrence 6/7 days, median 2m, with 75m overnight on 2026-05-10 largely in Google Calendar.
  • pattern:gabrielle:late-night-social
    Gabrielle's phone use has become a recurring late-night pattern, with activity reaching the overnight window on 4 of the last 7 days and one much later night midweek; last confirmed: 2026-05-10; evidence: last 7 days overnight occurrence 4/7 days, median 16m, latest end 4:56am on 2026-05-08, but this review day ended by 12:25am.
  • pattern:owen:overnight-phone-use
    Owen's phone use is a sustained overnight pattern, with activity after midnight on all 7 of the last 7 days and repeated runs into the 4am to 5am range; last confirmed: 2026-05-10; evidence: last 7 days overnight occurrence 7/7 days, median 22m, latest end 4:59am on 2026-05-08, and this review window still had sessions through 5:16am led by Snapchat.
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"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-phone-use", "content": "Grace's phone use has shifted into an overnight pattern worth watching, with a standout long Goo…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-social", "content": "Gabrielle's phone use has become a recurring late-night pattern, with activity reaching the ov…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use is a sustained overnight pattern, with activity after midnight on all 7 of the l…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace was on her phone into the overnight window again, and this time most of it was a long Google…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:overnight-phone-use",…
Day 41 Mon 2026-05-11 queued_recap

Reviewed all four kids, saved three observation notes, queued Tim one recap for Owen's overnight concern plus the main shifts for Grace and Gabrielle, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's overnight stretch eased off, but yesterday afternoon and evening were much fuller than usual for her, mostly Gmail (59m), Safari (29m), and Duolingo (25m).
Gabrielle had a steadier night than the last few, but Pinterest (59m) took over her evening and she was still on her phone after 9pm.
Owen still had his phone going deep into the night, with Snapchat (1h 47m) leading and activity continuing into the overnight window and early this morning.
observation notes
  • pattern:grace:overnight-calendar-spikes
    Grace has had a recent cluster of overnight utility-heavy use driven mostly by Google Calendar rather than entertainment; last confirmed: 2026-05-10; evidence: overnight activity showed on 7/7 days this past week, with a 75.73m Google Calendar spike on 2026-05-10 and latest overnight end at 4:59am.
  • pattern:lucy:inactive-week
    Lucy has shown a week of complete phone inactivity after an earlier intermittent late-finish tendency; last confirmed: 2026-05-10; evidence: no activity in any daypart across the current 7-day window, versus activity on 4/7 days in the prior comparison week including night use on 3 days.
  • pattern:owen:overnight-phone-use
    Owen's phone use consistently runs through the overnight and early-morning hours, with Snapchat as the clearest recurring draw; last confirmed: 2026-05-10; evidence: overnight, early morning, evening, and night activity all occurred 7/7 days this past week, with overnight median 22.31m and latest overnight end at 4:59am.
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:overnight-calendar-spikes", "content": "Grace has had a recent cluster of overnight utility-heavy use driven mostly by Google Cale…
  • remember_agent_observation{"memoryKey": "pattern:lucy:inactive-week", "content": "Lucy has shown a week of complete phone inactivity after an earlier intermittent late-finish tendency; …
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use consistently runs through the overnight and early-morning hours, with Snapchat a…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's overnight stretch eased off, but yesterday afternoon and evening were much fuller than usu…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:overnight-calendar-spi…
Day 42 Tue 2026-05-12 queued_recap

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

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a fuller evening yesterday, mostly Notes (1h 14m), and then a little more phone use before bed than is typical for her. Still, she stayed well short of the later overnight stretch from the last few nights.
Gabrielle's night settled down some too. Spotify (33m), Safari (20m), and Instagram (16m) led, and she was off before the later overnight run that's been showing up.
Owen was still up late on Snapchat, with 54m total and phone activity carrying to the end of the night window. That's still the main thing I'd keep an eye on.
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"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a fuller evening yesterday, mostly Notes (1h 14m), and then a little more phone use befo…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 189m …
Day 43 Wed 2026-05-13 queued_recap

Reviewed all four kids, saved two observation notes for Grace and Owen's recent late-night trends, queued Tim a brief recap for 7:30am, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's phone stayed more in her usual range yesterday - Safari (41m) and Duolingo (23m) led, and the later-night piece stopped short of the overnight stretch from earlier this week.
Gabrielle looked steadier too. Instagram (32m), Safari (18m), and Snapchat (12m) led, with just a quick late check instead of the later social run.
Owen's night finally eased up. Snapchat (34m) was still his top social app, but his phone was basically done by 10pm after several much later nights.
observation notes
  • pattern:grace:later-night-uptick
    Grace has had a week of later-than-usual evening and night phone use without spilling into the later tween concern window; last confirmed: 2026-05-12; evidence: current week night activity 6/6 days with median 18.73m versus 6.61m the prior week, and evening median 58.42m versus 14.82m.
  • pattern:owen:late-night-phone-use
    Owen's phone use has repeatedly carried deep into the night, but last night was much earlier and lighter; last confirmed: 2026-05-12; evidence: current week night activity still 6/6 days with median 35.6m, but the review day's night use was 1.73m versus his 37.23m 14-day median.
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:later-night-uptick", "content": "Grace has had a week of later-than-usual evening and night phone use without spilling into the la…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use has repeatedly carried deep into the night, but last night was much earlier and…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone stayed more in her usual range yesterday - Safari (41m) and Duolingo (23m) led, and …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:later-night-uptick", "…
Day 44 Thu 2026-05-14 queued_recap

Reviewed all four kids, saved new watch notes for Grace and Owen's late-night use, 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
Grace had a much fuller phone day yesterday, mostly Safari (1h 15m), Spotify (54m), and Messages (50m), and it stayed active until 11:55pm.
Gabrielle's day looked pretty typical overall, but Snapchat picked back up early this morning and was her top app (41m).
Owen's night was still there, but lighter than the rougher stretch before - Snapchat (16m) and Spotify (32m) led, with just a little use after midnight.
observation notes
  • pattern:grace:later-night-phone-use
    Grace's phone use has been running later than her usual light-practical baseline, with repeated night and some overnight activity across the past week; last confirmed: 2026-05-14; evidence: night activity occurred 7/7 days in the current rhythm window with median 19.87m, and overnight activity 7/7 days with a 77.71m Google Calendar-heavy spike on 2026-05-10 plus 10.96m overnight use in the review window.
  • pattern:owen:late-night-phone-use
    Owen's phone use still regularly stretches into late night and sometimes overnight, though the latest nights have been lighter than the prior week; last confirmed: 2026-05-14; evidence: night activity occurred 6/6 eligible days in the current rhythm window with median 35.6m versus 52.37m the previous week, and the review window still included 26.09m at night plus 4.08m overnight.
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:later-night-phone-use", "content": "Grace's phone use has been running later than her usual light-practical baseline, with repeate…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still regularly stretches into late night and sometimes overnight, though the l…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much fuller phone day yesterday, mostly Safari (1h 15m), Spotify (54m), and Messages (…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:later-night-phone-use…
Day 45 Fri 2026-05-15 queued_recap

Reviewed all four kids, queued Tim a 7:30 recap about Grace, Gabrielle, and Owen, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's day stayed pretty practical overall, but she did spend 22m on Roblox in the evening and then kept using her phone until 11:55pm, mostly Gmail (37m) and Safari (30m).
Gabrielle looked steady overall. Pinterest (31m) and Safari (40m) led, and she was off before the later overnight stretch that's shown up on some other nights.
Owen's phone stayed active into the night, but in a more ordinary range for him - Snapchat (47m) led, with some Google Docs (26m) and no deep overnight spill this time.
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": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "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": "Grace's day stayed pretty practical overall, but she did spend 22m on Roblox in the evening and th…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 2h 19…
Day 46 Sat 2026-05-16 queued_recap

Reviewed all four kids, saved late-night watch notes for Grace and Owen, queued Tim a recap for Grace's later-than-usual night, and skipped Annie per her weekly-after-learning preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a later phone night than usual for her yesterday, mostly GroupMe (1h 13m), and that carried right up to the end of the night window. That bedtime drift looks like the main thing to keep an eye on.
Gabrielle looked pretty steady overall. Instagram (35m) led, with Snapchat (14m), and her phone was off by 11:56pm.
Owen was still up on his phone late, but not in the deeper overnight stretch from last week - Instagram (1h 12m), Netflix (45m), and Snapchat (34m) led.
observation notes
  • pattern:grace:late-night-phone-use
    Grace's phone use has been running later than usual for her, with recurring night activity before midnight rather than overnight spill; last confirmed: 2026-05-15; evidence: night activity 6/6 eligible days this week, median 33m, with latest end 11:55pm on 2026-05-13 and a 57.59m night block led by GroupMe on 2026-05-15.
  • pattern:owen:late-night-phone-use
    Owen's phone use still runs late as a steady rhythm, but the overnight stretch has eased from the rougher week before; last confirmed: 2026-05-15; evidence: night activity 6/6 eligible days this week, median 34m, down from 60m the prior week, with overnight still present 7/7 days this 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"}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-phone-use", "content": "Grace's phone use has been running later than usual for her, with recurring night activity befo…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still runs late as a steady rhythm, but the overnight stretch has eased from th…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a later phone night than usual for her yesterday, mostly GroupMe (1h 13m), and that carr…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:late-night-phone-use"…
Day 47 Sun 2026-05-17 queued_recap

Reviewed all four kids, saved a new overnight-use observation for Owen, queued a 7:30am recap to both parents because Owen's late-night activity was a concern, and recorded the run.

recaps queued (2)
→ Tim ONeill · send 07:30
Grace had a nice reset yesterday - Duolingo (27m), Giftful (25m), and Photos (33m) led, and she stayed well short of the later-night drift from earlier this week.
Gabrielle looked pretty steady, mostly Garmin Connect (27m), Safari (18m), and Instagram (17m), with just a brief late check instead of a longer social night.
Owen's phone ran deep into the night again, with activity lasting until 4:59am. A lot of it looked utility-heavy this time - Safari (39m), Photos (26m), Apple Maps (11m) - but Snapchat (1h 16m) still led overall.
→ Annie ONeill · send 07:30
Grace had a nice reset yesterday - Duolingo (27m), Giftful (25m), and Photos (33m) led, and she stayed well short of the later-night drift from earlier this week.
Gabrielle looked pretty steady, mostly Garmin Connect (27m), Safari (18m), and Instagram (17m), with just a brief late check instead of a longer social night.
Owen's phone ran deep into the night again, with activity lasting until 4:59am. A lot of it looked utility-heavy this time - Safari (39m), Photos (26m), Apple Maps (11m) - but Snapchat (1h 16m) still led overall.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use still regularly stretches into overnight hours, with a heavier overnight burst this review day than his recent norm; last confirmed: 2026-05-17; evidence: overnight activity occurred 7/7 days in the last week, latest end 4:59am on 2026-05-17, and review-day overnight minutes were 55.17 versus a 14-day overnight median of 14.4m.
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": "331fcdba-f258-491c-90fb-51db4b1632d6", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_7d"}
  • getActivityRhythm{"targetUserId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_7d"}
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still regularly stretches into overnight hours, with a heavier overnight burst …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a nice reset yesterday - Duolingo (27m), Giftful (25m), and Photos (33m) led, and she st…
  • queue_daily_recap{"targetUserId": "rUJeWwyCZ0RI2mkVX2ZAVZS0TDf1", "message": "Grace had a nice reset yesterday - Duolingo (27m), Giftful (25m), and Photos (33m) led, and she st…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 136.6…
Day 48 Mon 2026-05-18 queued_recap

Reviewed all four kids, saved an updated note on Owen's still-late but improving night 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 phone day stayed in her usual lane, just a fuller version of it - Safari (1h 33m), Photos (33m), Spotify (31m), and Duolingo (28m), with the late-night piece staying brief.
Gabrielle had a lighter Sunday, mostly Instagram (18m), Snapchat (17m), and Garmin Connect (12m), and her phone was basically done before the later-night stretch.
Owen's phone still ran late, but not in the deeper overnight range from earlier this month. Snapchat (1h 20m) led, and most of the rest was Spotify (33m) and Photos (17m).
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use still tends to run late, but this week the deeper night stretch has eased compared with the week before; last confirmed: 2026-05-18; evidence: night occurrence 6/6 days this week with median 26m, down from 7/7 days and median 52m the prior week.
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-phone-use", "content": "Owen's phone use still tends to run late, but this week the deeper night stretch has eased compa…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone day stayed in her usual lane, just a fuller version of it - Safari (1h 33m), Photos …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 221m …
Day 49 Tue 2026-05-19 queued_recap

Reviewed the family’s last 24 hours, saved new overnight-use observations for Grace and Owen, queued Tim a concern recap about the late-night activity, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's phone stayed active all the way until 5:28am last night, mostly a long string of Byga checks with Safari mixed in. That's quite a bit later than her usual late-night drift for a 13-year-old.
Gabrielle's night also ran late, with Bessy (51m) carrying to 1:34am after a pretty steady day otherwise.
Owen was still up on his phone until 5:17am, but this one looked more mixed than scroll-heavy - Spotify (45m), Snapchat (30m), and some Google Slides through the night.
observation notes
  • pattern:grace:overnight-phone-use
    Grace's phone use can stretch well past her usual bedtime into the overnight window, now with a stronger overnight pull than her brief late checks; last confirmed: 2026-05-19; evidence: overnight activity occurred on 13/14 baseline days and this review window had 27.62 overnight minutes versus a 3.14m baseline overnight median, with repeated Byga sessions continuing until 5:28am.
  • pattern:owen:late-night-phone-use
    Owen's phone use routinely carries late into the night and sometimes into early morning, with mixed social and practical activity rather than a clean cutoff; last confirmed: 2026-05-19; evidence: overnight use appeared on 14/14 baseline days and early-morning use on 14/14, with this review window still active until 5:17am and overnight minutes near his 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"}
  • getUserTimeline{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "01b0f45f-4ef9-42d0-8632-6a9157731504", "datePreset": "last_24h"}
  • getUserTimeline{"userId": "bad67038-8507-49fd-9e5c-ff7ca305a4ec", "datePreset": "last_24h"}
  • remember_agent_observation{"memoryKey": "pattern:grace:overnight-phone-use", "content": "Grace's phone use can stretch well past her usual bedtime into the overnight window, now with a …
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use routinely carries late into the night and sometimes into early morning, with mi…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's phone stayed active all the way until 5:28am last night, mostly a long string of Byga chec…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:overnight-phone-use",…
Day 50 Wed 2026-05-20 queued_recap

Reviewed all four kids, saved two observation notes for Grace and Owen, queued Tim a recap about Grace's 4+ hour day and Owen's 4:59am overnight use, and skipped Annie per her weekly preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace crossed the 4 hour mark yesterday, but it didn't look like a scroll-heavy day - mostly Safari (1h 29m), YouVersion Bible (46m), and Byga (40m), with the busiest stretch in the morning.
Owen's phone was active until 4:59am last night. Snapchat (55m) and Netflix (57m) led, with phone use showing up overnight every night this past week.
observation notes
  • pattern:grace:heavy-morning-utility-use
    Grace's phone use occasionally surges in the morning around utility-heavy activity rather than entertainment, with this window notably elevated on 2026-05-19; last confirmed: 2026-05-19; evidence: morning usage was 73.94m versus a 14-day median morning of 24.53m, led by Safari and Byga.
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly stretches deep into the night, including overnight carry into the early morning; last confirmed: 2026-05-20; evidence: overnight activity appeared on 7/7 days in the last week with a latest local end of 4:59am, and night usage remained active all 6/6 eligible nights.
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", "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"}
  • remember_agent_observation{"memoryKey": "pattern:grace:heavy-morning-utility-use", "content": "Grace's phone use occasionally surges in the morning around utility-heavy activity rather …
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use regularly stretches deep into the night, including overnight carry into the ear…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace crossed the 4 hour mark yesterday, but it didn't look like a scroll-heavy day - mostly Safar…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:heavy-morning-utility…
Day 51 Thu 2026-05-21 queued_recap

Reviewed all four kids, saved late-night watch notes for Grace and Owen, queued Tim a 7:30 recap about those concerns, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace's night ran later than is ideal for 13, mostly Netflix (43m) and Safari (47m), and that late finish fits the drift that's been showing up for her this week.
Owen's overall day wasn't huge, but his phone is still spilling into the overnight window most nights. Yesterday leaned more on GroupMe (1h 29m) and Snapchat (35m) than the deeper overnight stretch from earlier in the week.
observation notes
  • pattern:grace:late-night-drift
    Grace's phone use still regularly reaches the late-night window for her age, usually as lighter practical or entertainment use rather than one dominant app; last confirmed: 2026-05-20; evidence: night activity occurred 6/6 eligible days in the last week, with median 34m and Netflix leading the review night.
  • pattern:owen:overnight-phone-use
    Owen's phone use continues to spill into the overnight window most nights, with mixed social and utility activity rather than a clean cutoff; last confirmed: 2026-05-21; evidence: overnight activity occurred 7/7 days in the last week, latest local end 4:59am on 2026-05-20, with social apps still prominent overall.
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-night-drift", "content": "Grace's phone use still regularly reaches the late-night window for her age, usually as lighter pra…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use continues to spill into the overnight window most nights, with mixed social and …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace's night ran later than is ideal for 13, mostly Netflix (43m) and Safari (47m), and that late…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "concern", "patternKey": "pattern:grace:late-night-drift", "e…
Day 52 Fri 2026-05-22 queued_recap

Reviewed all four kids, saved Owen’s recurring overnight-use note, queued Tim a short recap centered on Owen with a Grace good-news add-on, skipped Annie per her weekly-after-learning preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen's phone was still active overnight, this time more notes-and-logistics than scrolling - Notes (24m), Spotify (18m), Apple Maps (15m), with activity continuing into early this morning.
Grace was much lighter and stayed well short of the later-night drift, mostly Safari (46m), Giftful (29m), and Gmail (28m).
observation notes
  • pattern:owen:overnight-phone-use
    Owen's phone use continues to run into the overnight window as a recurring rhythm; last confirmed: 2026-05-22; evidence: overnight activity appeared 7/7 days in the last week, median 10.73m, with latest overnight end at 4:59am.
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 continues to run into the overnight window as a recurring rhythm; last confirmed…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone was still active overnight, this time more notes-and-logistics than scrolling - Notes…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace logged 181.7…
Day 53 Sat 2026-05-23 queued_recap

Updated two observation notes for Grace and Owen, queued Tim a 7:30 recap, skipped Annie per her weekly preference, and recorded verdicts for all four kids.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a much lighter Friday, and the late piece stayed short - mostly Disney+ (49m) and Block Blast! (26m), with nothing overnight.
Gabrielle's day leaned more on Netflix (1h 19m) than her usual social mix, but it wrapped up before the later-night stretch.
Owen was still up on his phone overnight, though lighter than the deeper nights from earlier this week - mostly Spotify (24m), Apple Maps (13m), and Photos (11m).
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use regularly stretches into the overnight and early-morning window, though this week has been lighter than the week before; last confirmed: 2026-05-23; evidence: overnight occurrence 7/7 days and early-morning occurrence 7/7 days in the last 7 days, with night median 16m versus 34m the prior week.
  • pattern:grace:late-night-drift
    Grace's phone use still reaches the night window most days, but the deeper overnight spill eased this week and yesterday stayed short of the later tween cutoff; last confirmed: 2026-05-22; evidence: night occurrence 6/6 days in the last 7 days with median 31m, while overnight activity held to 6/7 days and yesterday had 0 overnight minutes.
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 regularly stretches into the overnight and early-morning window, though this we…
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-drift", "content": "Grace's phone use still reaches the night window most days, but the deeper overnight spill eased th…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much lighter Friday, and the late piece stayed short - mostly Disney+ (49m) and Block …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-drift", "ev…
Day 54 Sun 2026-05-24 queued_recap

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

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a really light Saturday, mostly Giftful (14m) and Pinterest (8m), and she stayed well clear of the late-night drift from earlier this week.
Gabrielle was pretty quiet too, mostly Instagram (11m), Photos (9m), and Snapchat (6m), with the phone off by 11:33pm.
Owen's phone was still active overnight, though not as deep as the rougher nights - Snapchat (33m), Spotify (22m), Apple Maps (20m), and Google Sheets (20m), with use carrying into early this morning.
observation notes
  • pattern:owen:late-night-phone-use
    Owen's phone use still runs late into the night and early morning as a recurring habit; last confirmed: 2026-05-24; evidence: overnight activity showed on 7/7 days and night activity on 6/6 eligible days in the last week, with latest overnight end at 4:59am.
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-phone-use", "content": "Owen's phone use still runs late into the night and early morning as a recurring habit; last con…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a really light Saturday, mostly Giftful (14m) and Pinterest (8m), and she stayed well cl…
  • 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 three observation notes, queued Tim a recap about Gabrielle's overnight Snapchat plus Grace and Owen's lighter days, and skipped Annie per her weekly-after-learning preference.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle was on Snapchat for 7h 24m yesterday, and a big chunk of it ran straight through the night until 5am. That crosses the line from a late finish into a full overnight stretch.
Grace was almost completely off her phone yesterday, just ChatGPT (2m) and Duolingo (2m).
Owen was still up on his phone some overnight, but much lighter than the rougher nights - mostly Snapchat (1h 9m), Photos (18m), and Spotify (14m).
observation notes
  • pattern:grace:very-light-offline-day
    Grace had an unusually light, mostly idle day relative to her norm; last confirmed: 2026-05-24; evidence: only 5m total in the review window, with no afternoon or evening use and just a brief night check versus her usual afternoon/evening activity.
  • pattern:gabrielle:deep-overnight-snapchat
    Gabrielle's late-night social use spiked into a deep overnight Snapchat stretch; last confirmed: 2026-05-25; evidence: overnight occurrence 5/7 days in the current week, with 300m in the overnight daypart and 110m in the night daypart in the review window, ending at 5:00am.
  • pattern:owen:overnight-phone-use
    Owen's phone use continues to spill into overnight hours, though this review day was lighter than his recent late-night baseline; last confirmed: 2026-05-25; evidence: overnight activity occurred 7/7 days this week, with 4m overnight and 12m night in the review window versus a 24m median night daypart in the 14-day baseline.
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-offline-day", "content": "Grace had an unusually light, mostly idle day relative to her norm; last confirmed: 2026-05-2…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:deep-overnight-snapchat", "content": "Gabrielle's late-night social use spiked into a deep overnight Snapchat stretch; last co…
  • remember_agent_observation{"memoryKey": "pattern:owen:overnight-phone-use", "content": "Owen's phone use continues to spill into overnight hours, though this review day was lighter than…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle was on Snapchat for 7h 24m yesterday, and a big chunk of it ran straight through the nig…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:very-light-offline-day…
Day 56 Tue 2026-05-26 queued_recap

Reviewed all four kids, saved observations for Grace's quieter nights and Owen's ongoing late-night rhythm, queued Tim a recap about Gabrielle's overnight Snapchat concern plus brief Grace and Owen context, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Gabrielle's Snapchat time stayed high yesterday at 1h 30m, and a big chunk of it ran through the night until 5am. That's the second straight rough overnight from the same app.
Good reset for Grace though - just Pinterest (12m), Duolingo (7m), and Block Blast! (7m), with nothing late.
Owen's phone still reached into the night, but it was a lighter version of his usual late rhythm - mostly Snapchat (39m), Spotify (23m), and Photos (15m).
observation notes
  • pattern:grace:late-night-drift
    Grace's recent late-night drift has gone quiet for now; last confirmed: 2026-05-26; evidence: night occurrence 5/6 days in the prior week fell to 0/1 in the review day and 5/6 across the current week with the latest night end at 11:19pm, comfortably before her tween late-night cutoff; shared with parent: 2026-05-26.
  • pattern:owen:late-night-phone-use
    Owen's phone use still regularly runs into the night and overnight, though this week is lighter than the week before; last confirmed: 2026-05-26; evidence: overnight and early-morning activity showed on 7/7 days this week, with median night use 18.69m and latest overnight end 4:59am, while evening and night totals both fell meaningfully week over 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"}
  • remember_agent_observation{"memoryKey": "pattern:grace:late-night-drift", "content": "Grace's recent late-night drift has gone quiet for now; last confirmed: 2026-05-26; evidence: night…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still regularly runs into the night and overnight, though this week is lighter …
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Gabrielle's Snapchat time stayed high yesterday at 1h 30m, and a big chunk of it ran through the n…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "win", "patternKey": "pattern:grace:late-night-drift", "evide…
Day 57 Wed 2026-05-27 queued_recap

Saved two observation notes, queued Tim a recap, skipped Annie per weekly preference, and recorded verdicts for all four kids.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace leaned way more into games yesterday than her usual practical mix - Block Blast! alone was 1h 43m, mostly in one long afternoon stretch.
Gabrielle had a much calmer reset after the rough Snapchat overnights, mostly Instagram (17m), Photos (8m), and Snapchat (4m), with nothing after midnight.
Owen's phone was still going late, but this time it looked more mixed than scroll-heavy - Snapchat (40m), Apple Maps (38m), Spotify (19m), and GroupMe (17m), with activity running until 11:57pm.
observation notes
  • pattern:gabrielle:late-night-social
    Gabrielle's phone use still includes recurring late-night social activity, but last night was much lighter than the prior overnight spike; last confirmed: 2026-05-26; evidence note: night activity occurred 6/6 days in the current 7-day rhythm window, with median 8.97m at night, and yesterday's night use was 14.09m led by Instagram and Snapchat.
  • pattern:owen:late-night-phone-use
    Owen's phone use still runs late most nights, with mixed social and practical activity rather than a clean cutoff; last confirmed: 2026-05-26; evidence note: night activity occurred 6/6 days in the current 7-day rhythm window, median 18.69m at night, and yesterday's night use rose above his baseline median to 40.41m led by Snapchat and Apple Books.
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:gabrielle:late-night-social", "content": "Gabrielle's phone use still includes recurring late-night social activity, but last night was …
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still runs late most nights, with mixed social and practical activity rather th…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace leaned way more into games yesterday than her usual practical mix - Block Blast! alone was 1…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": null, "evidence": "Grace used 164.46m…
Day 58 Thu 2026-05-28 queued_recap

Reviewed all four kids, saved two pattern notes for Grace and Owen, queued Tim a short daily recap, skipped Annie per her weekly-after-learning preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Grace had a much quieter evening than her usual rhythm yesterday - mostly Block Blast! (16m), Giftful (12m), and Duolingo (12m), and the late piece stayed short.
Gabrielle looked steady, mostly Instagram (17m), Snapchat (5m), and Strava (4m), with no overnight use.
Owen's phone was still active late, but it was one of his lighter nights lately - Snapchat (12m), Bessy (10m), and Instagram (6m), with activity wrapping by midnight.
observation notes
  • pattern:grace:lighter-evenings
    Grace's evening and night phone use has been notably lighter this past week than the week before; last confirmed: 2026-05-27; evidence: last 7 days show evening active 5/6 days with median 20m and night active 5/6 days with median 8m, down from 7/7 evenings at 44m and 7/7 nights at 34m in the prior week; shared with parent: 2026-05-28.
  • pattern:owen:late-night-use
    Owen's phone use still runs late most nights, but the late stretch has eased from the rougher week before; last confirmed: 2026-05-27; evidence: last 7 days show night use on 6/6 eligible days with median 19m and overnight use on 7/7 days with median 3m, down from 7/7 nights at 24m and 6/6 overnights at 9m in the prior week; shared with parent: 2026-05-28.
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:lighter-evenings", "content": "Grace's evening and night phone use has been notably lighter this past week than the week before; l…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-use", "content": "Owen's phone use still runs late most nights, but the late stretch has eased from the rougher week bef…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Grace had a much quieter evening than her usual rhythm yesterday - mostly Block Blast! (16m), Gift…
  • 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 updated watch notes for Grace, Gabrielle, and Owen, queued Tim a short recap focused on Owen's late-night use with supporting notes on Grace and Gabrielle, skipped Annie per her weekly preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen's phone ran late again last night, mostly Instagram (1h 18m), Spotify (32m), and Snapchat (31m), with the heaviest stretch packed into the night.
Grace had a nice daytime-heavy reset - Giftful (54m) did most of the lifting, and she stayed out of the overnight window.
Gabrielle looked pretty steady, mostly Snapchat (25m), Instagram (17m), and Strava (10m), with no overnight use.
observation notes
  • pattern:grace:late-night-drift
    Grace's later-night phone use has eased off from the prior week; last confirmed: 2026-05-28; evidence: night use showed on 5/6 recent days but with a median 8m versus 28m the week before, and no overnight use in the last 24 hours; shared with parent: 2026-05-29.
  • pattern:gabrielle:late-night-social
    Gabrielle's late-night social use remains the main watchout, with Snapchat driving the roughest nights; last confirmed: 2026-05-28; evidence: night activity occurred 6/6 recent days, but the last 24 hours were lighter with 5m at night versus a 12m night median across the baseline.
  • pattern:owen:late-night-phone-use
    Owen's phone use still regularly runs late into the night, with social and entertainment use staying active near midnight; last confirmed: 2026-05-28; evidence: night activity occurred 6/6 recent days with a 30m median, up from 17m the prior week, and the last 24 hours included 75m at night led by Instagram, Spotify, and Snapchat.
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:late-night-drift", "content": "Grace's later-night phone use has eased off from the prior week; last confirmed: 2026-05-28; eviden…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-social", "content": "Gabrielle's late-night social use remains the main watchout, with Snapchat driving the roughes…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use still regularly runs late into the night, with social and entertainment use sta…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen's phone ran late again last night, mostly Instagram (1h 18m), Spotify (32m), and Snapchat (31…
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:late-night-drift", "ev…
Day 60 Sat 2026-05-30 queued_recap

Reviewed all four kids, saved three observation notes for Grace, Gabrielle, and Owen’s recurring late-use rhythms, queued Tim a brief daily recap for 7:30am, skipped Annie per her weekly-only preference, and recorded the run.

recaps queued (1)
→ Tim ONeill · send 07:30
Owen had one of his lighter phone days lately, mostly Spotify (27m), with no overnight carry into early this morning.
Grace looked pretty steady, and Disney+ (31m) was the biggest piece of an otherwise ordinary evening.
Gabrielle's top app was Instagram (1h 31m), including about half an hour late last night, but it stayed well short of the rough Snapchat overnight from earlier this week.
observation notes
  • pattern:grace:lighter-late-use
    Grace's later-night phone use has stayed light and earlier than her recent baseline; last confirmed: 2026-05-30; evidence: overnight occurred 3/7 days for under a minute median and night use fell to 17.6m on the review day versus a 14-day night median of 13.3m, with no overnight use.
  • pattern:owen:late-night-phone-use
    Owen's phone use commonly stretches into the night, but the latest week has been lighter than the week before; last confirmed: 2026-05-30; evidence: night activity still occurred 6/6 eligible days in the current week, but median night minutes fell to 15.9 from 17.5 and the review day ended with 6.8 night minutes and no overnight use.
  • pattern:gabrielle:late-night-social-spikes
    Gabrielle's later-night social use remains intermittent, with occasional sharp spikes rather than a steady overnight habit; last confirmed: 2026-05-30; evidence: night activity occurred on 6/6 eligible days this week with a 21.6m median, driven by a 5am Snapchat overnight on 2026-05-25, while the review day had 29.1m at night led by Instagram and no overnight use.
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-late-use", "content": "Grace's later-night phone use has stayed light and earlier than her recent baseline; last confirmed…
  • remember_agent_observation{"memoryKey": "pattern:owen:late-night-phone-use", "content": "Owen's phone use commonly stretches into the night, but the latest week has been lighter than th…
  • remember_agent_observation{"memoryKey": "pattern:gabrielle:late-night-social-spikes", "content": "Gabrielle's later-night social use remains intermittent, with occasional sharp spikes r…
  • queue_daily_recap{"targetUserId": "Gpa2P1v0l8N1nGetdxkZQEzpjHg2", "message": "Owen had one of his lighter phone days lately, mostly Spotify (27m), with no overnight carry into …
  • finish_observation_run{"children": [{"userId": "39b1e7e2-a3b6-4c4b-becf-f77d2af84a40", "childName": "Grace", "verdict": "normal", "patternKey": "pattern:grace:lighter-late-use", "ev…

Source: docs/reports/observation-retro/2026-08-12-oneill-60d-run4.json · simulatedRunId 785341a1-d5f1-4a47-90b6-5c26ee9e0877