FINDING #4201 · UNIT ID 1214788016
FerroxLabs/agents-md
Drop-in AGENTS.md that makes every coding agent behave like a senior engineer instead of an eager intern. Kills sycophancy, stops drive-by refactors, forces verification loops. Synthesizes Karpathy's four principles and Boris Cherny's Claude Code workflow. Works with Claude Code, Codex, Gemini CLI, Cursor, and the open standard.
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:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
Growth Telemetry
VELOCITY /D
6.94
ACCEL
-0.33
RETENTION
3.2%
PEAK 2026-04-19 · FORK-RETENTION 0.0% · 625 STARS / WINDOW
Author Audience
AUDIENCE
194
FOLLOWERS
50
OWNER ★
1,437
Engagement Signals
FORKS
76
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 625 / 625 (DIVERSITY 1.00)
Why This Is A Finding
FerroxLabs/agents-md собрал 625 звёзд за окно, тогда как у автора всего 50 подписчиков — эффективная аудитория ≈ 194. Это даёт surprise-индекс 0.0297 (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 34% 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 34%
VELOCITY6.943.99+2.95ABOVE 69%
RETENTION3.2%17.1%-13.9 PPABOVE 7%
FORKS7690-13ABOVE 45%
SURPRISE0.030.01+0.02ABOVE 78%