FINDING #6304 · 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)
2% 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
S10 · S10
Growth Telemetry
VELOCITY /D
1.71
ACCEL
+0.14
RETENTION
58.3%
PEAK 2026-07-11 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
194
FOLLOWERS
50
OWNER ★
1,437
Engagement Signals
FORKS
76
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
FerroxLabs/agents-md собрал 12 звёзд за окно, тогда как у автора всего 50 подписчиков — эффективная аудитория ≈ 194. Это даёт surprise-индекс 0.00734 (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 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 9%
VELOCITY1.714.14-2.43ABOVE 11%
RETENTION58.3%40.6%+17.7 PPABOVE 74%
FORKS7689-13ABOVE 46%
SURPRISE0.010.01-0.00ABOVE 40%