FINDING #2992 · UNIT ID 1128265334
haddock-development/claude-reflect-system
Continual Learning & Self-improving skills system for Claude Code - learn from corrections, never repeat mistakes
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
6% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
24.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 24 STARS / WINDOW
Author Audience
AUDIENCE
59
FOLLOWERS
21
OWNER ★
381
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 24 / 24 (DIVERSITY 1.00)
Why This Is A Finding
haddock-development/claude-reflect-system собрал 24 звёзд за окно, тогда как у автора всего 21 подписчиков — эффективная аудитория ≈ 59. Это даёт surprise-индекс 0.24 (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 49% OF 5892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 49%
VELOCITY24.009.00+15.00ABOVE 80%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS43433-390ABOVE 17%
SURPRISE0.240.01+0.24ABOVE 96%