FINDING #4339 · UNIT ID 1154200345
yogsoth-ai/de-anthropocentric-research-engine
900+ pure-markdown skills for autonomous AI research, organized as 9 freely-composable packages over a 4-layer hierarchy (Campaign → Strategy → Tactic → SOP). Non-linear orchestration with backtracking, 6 MCP integrations. The AI is the researcher — you set the direction.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
91% 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
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.90
ACCEL
-0.08
RETENTION
2.0%
PEAK 2026-06-20 · FORK-RETENTION 0.0% · 351 STARS / WINDOW
Author Audience
AUDIENCE
107
FOLLOWERS
12
OWNER ★
413
Engagement Signals
FORKS
30
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 351 / 351 (DIVERSITY 1.00)
Why This Is A Finding
yogsoth-ai/de-anthropocentric-research-engine собрал 351 звёзд за окно, тогда как у автора всего 12 подписчиков — эффективная аудитория ≈ 107. Это даёт surprise-индекс 0.0266 (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 32% 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 32%
VELOCITY3.903.99-0.09ABOVE 49%
RETENTION2.0%17.1%-15.1 PPABOVE 4%
FORKS3090-59ABOVE 19%
SURPRISE0.030.01+0.01ABOVE 74%