FINDING #239 · UNIT ID 1076571787
huytieu/COG-second-brain
Self-evolving second brain with 33 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
9% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
35.67
ACCEL
-16.00
RETENTION
13.6%
PEAK 2026-08-28 · FORK-RETENTION 20.0% · 107 STARS / WINDOW
Author Audience
AUDIENCE
154
FOLLOWERS
40
OWNER ★
1,159
Engagement Signals
FORKS
131
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 107 / 107 (DIVERSITY 1.00)
Why This Is A Finding
huytieu/COG-second-brain собрал 107 звёзд за окно, тогда как у автора всего 40 подписчиков — эффективная аудитория ≈ 154. Это даёт surprise-индекс 0.18 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 20.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 97% OF 9102 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9102 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.070.00+0.07ABOVE 97%
VELOCITY35.675.67+30.00ABOVE 92%
RETENTION13.6%45.5%-31.9 PPABOVE 25%
FORKS131340-208ABOVE 33%
SURPRISE0.180.00+0.18ABOVE 97%