FINDING #8870 · UNIT ID 1330516937
wanshuiyin/HERO-Anti-OverDefense
HERO = Hashing · Edge cases · Rubrics · Overbuild — the four shapes coding agents over-defend in. A paste-in contract that stops them. Works with Claude Code, Codex, Antigravity, Cursor, Copilot, Windsurf, Gemini CLI.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
50% 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
21.14
ACCEL
+1.00
RETENTION
40.9%
PEAK 2026-08-20 · FORK-RETENTION 0.0% · 148 STARS / WINDOW
Author Audience
AUDIENCE
1,907
FOLLOWERS
309
OWNER ★
15,978
Engagement Signals
FORKS
8
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 148 / 148 (DIVERSITY 1.00)
Why This Is A Finding
wanshuiyin/HERO-Anti-OverDefense собрал 148 звёзд за окно, тогда как у автора всего 309 подписчиков — эффективная аудитория ≈ 1,907. Это даёт surprise-индекс 0.0109 (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 9% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 9%
VELOCITY21.143.57+17.57ABOVE 89%
RETENTION40.9%34.4%+6.5 PPABOVE 59%
FORKS898-90ABOVE 8%
SURPRISE0.010.01+0.00ABOVE 56%