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Robin · nightly digest Nov 2, 3:30 AM

Robin is right 69% of the time it can check

Brier score 0.182 over the last 30 days against 0.184 all-time (lower is better), so its calls are holding steady. 8 predictions still open.

Enter sends, Shift+Enter adds a line. Robin answers from its memory within a minute or two.

Read today's brief →
Open predictions
8
next due Oct 26
Brier · 30 days
0.182
0.184 all-time
Beliefs in force
333
18 candidates waiting
Corrections · 30 days
7
57 all-time
Reported model cost · 30 days
$58.21
$2.46 today
Needs attention

5 things to look at

  • Check: Strava sync keeps failing with 401 Unauthorized

    health-monitor · first seen Oct 30 · fired 72 times

  • Check: Needs you: strava-auth

    Run `robin reauth strava`: the refresh token was revoked. Open since Oct 30.

  • Problem: Job letterboxd-sync failed on its last run

    Feed returned 503; it retries on the next run · Nov 2

  • Check: 1 agent run failed or hit a cap in 7 days

    inbox-triage

  • Check: 2 beliefs in conflict

    Waiting on a reconcile (robin beliefs reconcile).

Your answers

Robin has 9 questions for you

Answers queue for Robin and apply on its next sync (every 15 minutes). They feed what it believes, how it scores its own calls, and which advice lands.

Conflicts · 2

A new claim contradicts what Robin believes now. Which is right?

  • New: Sam rides to the office three days a week now

    Current: Sam rides to the office twice a week

    cycling.commute

  • New: Sam bakes on Sunday mornings

    Current: Sam bakes on Saturday afternoons

    baking.schedule

Predictions due · 3

Their deadline has passed. Did they come true?

  • Jonah returns the borrowed bike pump by Oct 26

    53% sure · due Oct 26

  • Priya joins the Thursday bird walk

    69% sure · due Oct 29

  • Nora books the monthly dinner by Sunday

    89% sure · due Nov 1

Recommendations · 9 open

These expire within a week. Did you act on them?

  • Falls Lake at dawn try

    Common loons and horned grebes are back on the lake this week; the east-side boat ramp has the low sun behind you.

    expires Nov 5

  • 25 lb bag of bread flour buy

    At two bakes a week the 5 lb bags cost about 40% more per loaf.

    expires Nov 6

  • Ride before work on Tuesdays try

    Your recovery runs about 8 points higher on days after an early ride than after an evening one.

    expires Nov 7

  • Dinner with Nora in Glenwood South try

    The new ramen place opened last week; Nora mentioned it twice.

    expires Nov 9

Beliefs to confirm · 18

Robin noticed these but hasn't committed to them. Are they true about you?

  • Sam prefers dark mode in every app

    work · seen 6 times

  • Sam prefers to ride before 9am on weekends

    fitness · seen 5 times

  • Sam wants the bike-log app to import rides automatically

    work · seen 4 times

  • Sam avoids busy trails on Sunday afternoons

    fitness · seen 4 times

  • Sam would rather take the bus than drive downtown

    home · seen 4 times

  • Sam birds Lake Johnson with a local group on the first Saturday of the month

    birding · seen 3 times

Recently applied

  • Belief answered · Nov 1, 7:35 PM
  • Recommendation: already resolved by the nightly linker · Nov 1, 9:35 AM
  • Belief answered · Oct 31, 12:35 PM
  • Prediction answered · Oct 29, 8:21 PM
  • Prediction answered · Oct 28, 8:48 PM
Predictions

Its confidence matches how often it turns out right.

0%0%25%25%50%50%75%75%100%100%Said 30–40%: came true 0% of 1Said 40–50%: came true 38% of 8Said 50–60%: came true 45% of 20Said 60–70%: came true 69% of 29Said 70–80%: came true 80% of 40Said 80–90%: came true 93% of 15Said 90–100%: came true 100% of 1

Across: what Robin said · Up: how often it came true

Its confidence matches how often it turns out right. Dots below the dashed line are bands where it was overconfident; bigger dots have more predictions behind them.

Calibration by confidence band
Robin saidCame truePredictions
30–40%0%1
40–50%38%8
50–60%45%20
60–70%69%29
70–80%80%40
80–90%93%15
90–100%100%1

Brier score by day · lower is better

0.2500.2010.152coin flip
Oct 4 0.152
Oct 5 0.156
Oct 6 0.162
Oct 7 0.162
Oct 8 0.158
Oct 9 0.154
Oct 10 0.152
Oct 11 0.152
Oct 12 0.153
Oct 13 0.165
Oct 14 0.165
Oct 15 0.172
Oct 16 0.172
Oct 17 0.175
Oct 18 0.175
Oct 19 0.168
Oct 20 0.168
Oct 21 0.167
Oct 22 0.172
Oct 23 0.177
Oct 24 0.184
Oct 25 0.175
Oct 26 0.178
Oct 27 0.180
Oct 28 0.173
Oct 29 0.181
Oct 30 0.184
Oct 31 0.178
Nov 1 0.182
Nov 2 0.182

Every prediction so far

79
came true
35
didn’t
6
couldn’t be checked
8
still open

5% of resolved predictions (6 of 120) could not be checked against data, so they don't count toward the score.

Due next

  • Jonah returns the borrowed bike pump by Oct 26
    made Oct 18
    53% · due Oct 26
  • Priya joins the Thursday bird walk
    made Oct 25
    69% · due Oct 29
  • Nora books the monthly dinner by Sunday
    made Oct 28
    89% · due Nov 1
  • Priya joins the Tuesday bird walk
    made Oct 31
    64% · due Nov 3
  • Priya joins the Wednesday bird walk
    made Oct 30
    76% · due Nov 4
  • Sam shoots 150 or more frames by Nov 5
    made Nov 2
    70% · due Nov 5
  • Sam shoots 150 or more frames by Nov 7
    made Nov 1
    77% · due Nov 7
  • Bike miles pass 140 for the month by Nov 20
    made Nov 1
    74% · due Nov 20

Recently resolved

  • Strain tops 14 on Saturday, Oct 31
    resolved Nov 1
    69% right
  • Nora books the monthly dinner by Tuesday
    resolved Oct 29
    84% unverifiable
  • Sleep averages 7 hours or more in the week ending Oct 28
    resolved Oct 29
    64% wrong
  • Nora books the monthly dinner by Sunday
    resolved Oct 28
    83% right
  • A sourdough bake happens by Thursday, Oct 22
    resolved Oct 25
    74% right
  • Strain tops 14 on Saturday, Oct 24
    resolved Oct 25
    71% right
  • Nora books the monthly dinner by Monday
    resolved Oct 24
    83% right
  • Thursday's design crit on Oct 18 gets moved
    resolved Oct 24
    52% wrong
  • Theo confirms the Saturday ride before Tuesday
    resolved Oct 24
    75% wrong
  • Nora books the monthly dinner by Sunday
    resolved Oct 24
    88% right
What Robin believes

333 beliefs in force

  • 333 promoted
  • 96 merged
  • 47 rejected
  • 18 pending
  • 2 conflicted

Promoted beliefs by domain

  • fitness57
  • photography53
  • work47
  • food43
  • birding37
  • social33
  • home27
  • money20
  • health16

Candidates waiting for review · 11 → 18

19149
Oct 4 11
Oct 5 11
Oct 6 9
Oct 7 11
Oct 8 12
Oct 9 13
Oct 10 13
Oct 11 14
Oct 12 14
Oct 13 14
Oct 14 15
Oct 15 16
Oct 16 15
Oct 17 15
Oct 18 16
Oct 19 18
Oct 20 18
Oct 21 18
Oct 22 18
Oct 23 19
Oct 24 18
Oct 25 18
Oct 26 18
Oct 27 19
Oct 28 18
Oct 29 17
Oct 30 18
Oct 31 18
Nov 1 16
Nov 2 18

Newest beliefs

  • Sam does a 30-minute strength session on Tuesdays and Thursdays
    fitness.strength · fitness
    Oct 30
  • Sam keeps Wednesday mornings free of meetings for deep work
    work.focus · work
    Oct 28
  • Sam birds with the Nikon Coolpix P1100 and does not want a heavier lens
    birding.lens · birding
    Oct 27
  • Theo is Sam's regular Saturday riding partner
    friends.theo · social
    Oct 25
  • Design crit at Acme is every Thursday at 2pm
    work.crit · work
    Oct 24
  • Sam's sourdough starter lives in the fridge and gets fed the night before a bake
    baking.starter · food
    Oct 24
  • The usual Saturday loop is the Neuse River Greenway out to Anderson Point and back
    cycling.route · fitness
    Oct 22
  • Sam's main bike is a steel gravel bike on 40mm tires
    cycling.bike · fitness
    Oct 22

In conflict

  • Sam rides to the office three days a week now
    cycling.commute
    Oct 31
  • Sam bakes on Sunday mornings
    baking.schedule
    Oct 28
Corrections

You corrected Robin 7 times in 30 days

57
all-time
21
about how it works
36
about a fact
0
not applied yet
  • Sam is vegetarian every day → Vegetarian on weekdays only
    food.diet
    Oct 28
  • Jonah lives in Boylan Heights → Jonah lives in Oakwood
    friends.jonah
    Oct 24
  • Ride forecast sent at 6am → Send the ride forecast the night before
    behavior
    Oct 21
  • Long answers to quick questions → Two or three sentences unless asked for more
    behavior
    Oct 15
  • Bread recipe given in cups → Always give bread recipes in grams
    behavior
    Oct 11
  • Jonah lives in Boylan Heights → Jonah lives in Oakwood
    friends.jonah
    Oct 8
  • Ride forecast sent at 6am → Send the ride forecast the night before
    behavior
    Oct 5
  • Long answers to quick questions → Two or three sentences unless asked for more
    behavior
    Sep 29
Habits

4 habits confirmed, 5 forming

  • Rides the greenway on Saturday morningsgraduated
    91% sure · fitness · last seen Oct 31
  • Checks eBird the night before a weekend outinggraduated
    83% sure · birding · last seen Oct 29
  • Feeds the starter on Friday night before a weekend bakegraduated
    80% sure · food · last seen Oct 30
  • Carries the Nikon Z6III and 28mm f/2.8 on weekday lunch walksgraduated
    77% sure · photography · last seen Nov 1
  • Edits the week’s photos on Sunday eveningsoft
    64% sure · photography · last seen Nov 1
  • Plans the week’s meals on Sunday afternoonsoft
    60% sure · food · last seen Nov 1
  • Goes to bed later after a home hockey gamesoft
    56% sure · health · last seen Oct 27
  • Skips strength work the day after a long ridesoft
    52% sure · fitness · last seen Oct 28
  • Calls Jonah on the first Sunday of the monthsoft
    47% sure · social · last seen Oct 24
Recommendations

You act on 62% of its recommendations

  • 9 open
  • 23 acted
  • 9 declined
  • 5 expired
  • 4 held

Acted on, by domain

  • photography7 of 1070%
  • food5 of 771%
  • fitness4 of 667%
  • birding3 of 560%
  • travel2 of 450%
  • home2 of 540%
Reported model cost

$58.21 in 30 days, about $1.94 a day

$2.46
today
$13.55
last 7 days
$58.21
last 30 days
Agent runsModel calls
Oct 4
Oct 9
Oct 14
Oct 19
Oct 24
Oct 29
Nov 2
Oct 4 $3.24 · agents $1.96 · calls $1.28
Oct 5 $1.87 · agents $0.87 · calls $1.00
Oct 6 $1.64 · agents $1.00 · calls $0.64
Oct 7 $1.88 · agents $1.06 · calls $0.82
Oct 8 $2.07 · agents $1.27 · calls $0.80
Oct 9 $2.95 · agents $2.06 · calls $0.89
Oct 10 $1.75 · agents $0.77 · calls $0.98
Oct 11 $2.48 · agents $1.08 · calls $1.40
Oct 12 $2.69 · agents $1.83 · calls $0.86
Oct 13 $1.28 · agents $0.71 · calls $0.57
Oct 14 $2.28 · agents $1.31 · calls $0.97
Oct 15 $1.78 · agents $1.15 · calls $0.63
Oct 16 $1.59 · agents $0.74 · calls $0.85
Oct 17 $1.36 · agents $0.37 · calls $0.99
Oct 18 $3.16 · agents $2.06 · calls $1.10
Oct 19 $1.14 · agents $0.14 · calls $1.00
Oct 20 $1.15 · agents $0.45 · calls $0.70
Oct 21 $1.66 · agents $1.00 · calls $0.66
Oct 22 $1.53 · agents $0.98 · calls $0.55
Oct 23 $1.61 · agents $1.11 · calls $0.50
Oct 24 $0.83 · agents $0.10 · calls $0.73
Oct 25 $3.35 · agents $1.93 · calls $1.42
Oct 26 $1.37 · agents $0.36 · calls $1.01
Oct 27 $2.13 · agents $1.60 · calls $0.53
Oct 28 $1.09 · agents $0.36 · calls $0.73
Oct 29 $1.88 · agents $1.14 · calls $0.74
Oct 30 $0.95 · agents $0.32 · calls $0.63
Oct 31 $2.59 · agents $2.13 · calls $0.46
Nov 1 $2.45 · agents $1.34 · calls $1.11
Nov 2 $2.46 · agents $1.66 · calls $0.80

Where it went · 30 days

  • reliability-fixagent · 18 runs$13.52
  • brief-synthesismodel calls · 30 runs$6.97
  • inbox-triageagent · 30 runs$6.97
  • researchagent · 6 runs$6.25
  • weekly-reviewagent · 5 runs$6.12
  • biographermodel calls · 125 runs$5.56
  • dreammodel calls · 30 runs$4.96
  • photo-critiquemodel calls · 16 runs$4.26
  • recommendation-scanmodel calls · 5 runs$1.95
  • askmodel calls · 46 runs$1.63

As reported by the model SDK for each run; subscription runs may not be billed at this rate.

Hosting · infra-watch Nov 2, 9:05 AM

Hosting within its limits

Neon compute this period

  • bike-log free3.8 of 100 CU-h
    projected 57 CU-h by 2026-11-30
  • recipe-scaler free0.8+ of 100 CU-h
    projected 12 CU-h by 2026-11-30 · autoscaling, so a floor

Fly machines

  • recipe-scaler1 of 2 running
  • portfolio-preview0 of 1 running
Agent runs and self-repair

12 runs in 7 days: 11 finished, 1 failed or hit a cap; 9 did real work.

Status · 7 days

  • 11 success
  • 1 timeout

Outcome · 7 days

  • 9 did-work
  • 3 no-op

Failed or capped

  • inbox-triage
    agentic-autonomous
    timeout · Nov 1, 7:33 AM

Nightly reliability audit · Nov 2

4
fixed themselves
1
came back
0
missed schedules
1
stale integrations
  • Stale: strava
  • photo-critique used 13 of its 15 minutes on Sunday night

Automatic fixes · 14 days

  • landedk/lunchmoney-pagination
    landed: follow the next-page cursor on long months · 3 files
    Nov 2, 4:38 AM
  • landedk/weather-tick-timeout
    landed: retry the forecast fetch once before failing the tick · 2 files
    Oct 27, 4:31 AM
  • heldk/digest-empty-day
    held: no test included · 1 file
    Oct 22, 5:10 AM
Memory

33,037 things remembered, about 93 more a day

33,037
events
1,775
people, places, things
5,375
links between them
188
knowledge docs
28,412
searchable embeddings

New events per day · 60 days

Sep 4
Sep 14
Sep 24
Oct 4
Oct 14
Oct 24
Nov 2
Sep 4 88
Sep 5 81
Sep 6 67
Sep 7 88
Sep 8 109
Sep 9 106
Sep 10 107
Sep 11 95
Sep 12 90
Sep 13 86
Sep 14 99
Sep 15 107
Sep 16 111
Sep 17 106
Sep 18 123
Sep 19 86
Sep 20 64
Sep 21 92
Sep 22 102
Sep 23 108
Sep 24 111
Sep 25 80
Sep 26 82
Sep 27 71
Sep 28 94
Sep 29 96
Sep 30 93
Oct 1 85
Oct 2 100
Oct 3 101
Oct 4 109
Oct 5 92
Oct 6 86
Oct 7 111
Oct 8 110
Oct 9 85
Oct 10 73
Oct 11 71
Oct 12 91
Oct 13 102
Oct 14 83
Oct 15 97
Oct 16 89
Oct 17 96
Oct 18 83
Oct 19 101
Oct 20 124
Oct 21 101
Oct 22 111
Oct 23 112
Oct 24 65
Oct 25 81
Oct 26 101
Oct 27 67
Oct 28 103
Oct 29 107
Oct 30 82
Oct 31 69
Nov 1 62
Nov 2 65

Most common kinds

  • session.turn9,090
  • weather.reading8,513
  • gmail.message7,776
  • calendar.event1,837
  • location.visit1,784
  • lunch_money.tx1,112
  • knowledge.update743
  • whoop.sleep392