FINDING #3028 · UNIT ID 1202410617
FailproofAI/failproofai
Runtime failure resolution for coding agents. Hooks into Claude Code, Codex & your favourite harnesses. Catches loops, dangerous actions, and secret leaks before they become incidents. Zero latency. Runs locally.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
56% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
69.67
ACCEL
+5.50
RETENTION
30.9%
PEAK 2026-07-28 · FORK-RETENTION 0.0% · 209 STARS / WINDOW
Author Audience
AUDIENCE
189
FOLLOWERS
36
OWNER ★
642
Engagement Signals
FORKS
31
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 209 / 209 (DIVERSITY 1.00)
Why This Is A Finding
FailproofAI/failproofai собрал 209 звёзд за окно, тогда как у автора всего 36 подписчиков — эффективная аудитория ≈ 189. Это даёт surprise-индекс 0.30 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 51% OF 6137 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6137 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 51%
VELOCITY69.675.33+64.33ABOVE 96%
RETENTION30.9%0.0%+30.9 PPABOVE 59%
FORKS31378-347ABOVE 13%
SURPRISE0.300.00+0.30ABOVE 99%