FINDING #9140 · UNIT ID 1077206735
awslabs/iam-policy-autopilot
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
3% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.86
ACCEL
-0.61
RETENTION
37.5%
PEAK 2026-08-22 · FORK-RETENTION 0.0% · 13 STARS / WINDOW
Author Audience
AUDIENCE
136,998
FOLLOWERS
11,484
OWNER ★
142,359
Engagement Signals
FORKS
52
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 13 / 13 (DIVERSITY 1.00)
Why This Is A Finding
awslabs/iam-policy-autopilot собрал 13 звёзд за окно, тогда как у автора всего 11,484 подписчиков — эффективная аудитория ≈ 136,998. Это даёт surprise-индекс 0.0000136 (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 6% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY1.863.71-1.86ABOVE 18%
RETENTION37.5%38.0%-0.5 PPABOVE 48%
FORKS5286-34ABOVE 38%
SURPRISE0.000.01-0.01ABOVE 1%