FINDING #6936 · UNIT ID 1305151705
T-Zevin/SkillGuardrail
Pre-install security scanner and guarded installer for Agent Skills. Quarantine, scan, enforce policy, and verify skills before they reach Codex, Claude Code, Cursor, Gemini CLI, or OpenClaw.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
3.20
ACCEL
-0.55
RETENTION
0.8%
PEAK 2026-07-31 · FORK-RETENTION 80.0% · 96 STARS / WINDOW
Author Audience
AUDIENCE
12
FOLLOWERS
1
OWNER ★
110
Engagement Signals
FORKS
13
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 96 / 96 (DIVERSITY 1.00)
Why This Is A Finding
T-Zevin/SkillGuardrail собрал 96 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 12. Это даёт surprise-индекс 0.0615 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 80.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 28% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY3.203.63-0.43ABOVE 44%
RETENTION0.8%24.8%-24.0 PPABOVE 5%
FORKS13120-107ABOVE 10%
SURPRISE0.060.01+0.05ABOVE 94%