MaxHu-xuan/task-state-guard — GitHub trend

FINDING #8203 · UNIT ID 1343480922

MaxHu-xuan/task-state-guard

Reconcile stuck AI-agent tasks after restarts and timeouts. Preview SQLite changes, close stale delivery states, and never guess success.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0525

ENGAGEMENT0.0534

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

13% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING

Growth Telemetry

VELOCITY /D

16.71

ACCEL

-0.89

RETENTION

58.4%

PEAK 2026-10-12 · FORK-RETENTION 0.0% · 117 STARS / WINDOW

Author Audience

AUDIENCE

278

FOLLOWERS

OWNER ★

2,654

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 117 / 117 (DIVERSITY 1.00)

Why This Is A Finding

MaxHu-xuan/task-state-guard собрал 117 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 278. Это даёт surprise-индекс 0.0525 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 15% OF 9651 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 15%

VELOCITY16.713.14+13.57ABOVE 89%

RETENTION58.4%16.7%+41.7 PPABOVE 90%

FORKS9277-268ABOVE 6%

SURPRISE0.050.00+0.05ABOVE 92%