FINDING #3847 · UNIT ID 1076571787
huytieu/COG-second-brain
Self-evolving second brain with 17 AI skills, 6 worker agents, and people CRM — inspired by Garry Tan's gstack and gbrain. 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)
84% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
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
2.82
ACCEL
+0.00
RETENTION
11.0%
PEAK 2026-03-11 · FORK-RETENTION 0.0% · 507 STARS / WINDOW
Author Audience
AUDIENCE
87
FOLLOWERS
26
OWNER ★
608
Engagement Signals
FORKS
76
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 507 / 507 (DIVERSITY 1.00)
Why This Is A Finding
huytieu/COG-second-brain собрал 507 звёзд за окно, тогда как у автора всего 26 подписчиков — эффективная аудитория ≈ 87. Это даёт surprise-индекс 0.0222 (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 35% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 35%
VELOCITY2.823.29-0.48ABOVE 42%
RETENTION11.0%11.3%-0.3 PPABOVE 49%
FORKS7699-23ABOVE 42%
SURPRISE0.020.01+0.01ABOVE 80%