FINDING #6130 · UNIT ID 1155123554
affaan-m/agentshield
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
60% 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
6.59
ACCEL
-0.09
RETENTION
8.6%
PEAK 2026-04-19 · FORK-RETENTION 0.0% · 593 STARS / WINDOW
Author Audience
AUDIENCE
31,646
FOLLOWERS
8,442
OWNER ★
232,044
Engagement Signals
FORKS
215
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 593 / 593 (DIVERSITY 1.00)
Why This Is A Finding
affaan-m/agentshield собрал 593 звёзд за окно, тогда как у автора всего 8,442 подписчиков — эффективная аудитория ≈ 31,646. Это даёт surprise-индекс 0.000208 (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 4% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 4%
VELOCITY6.593.99+2.59ABOVE 67%
RETENTION8.6%17.1%-8.5 PPABOVE 25%
FORKS21590+126ABOVE 72%
SURPRISE0.000.01-0.01ABOVE 7%