FINDING #8455 · UNIT ID 1248204690
ChenChenyaqi/learn-anything
Learn Anything is an AI-powered recursive learning system — Socratic deep-dives and TDD-style exercises integrated directly into your coding assistant.
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:
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
1.57
ACCEL
0.00
RETENTION
25.0%
PEAK 2026-10-16 · FORK-RETENTION 0.0% · 11 STARS / WINDOW
Author Audience
AUDIENCE
70
FOLLOWERS
20
OWNER ★
498
Engagement Signals
FORKS
37
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)
Why This Is A Finding
ChenChenyaqi/learn-anything собрал 11 звёзд за окно, тогда как у автора всего 20 подписчиков — эффективная аудитория ≈ 70. Это даёт surprise-индекс 0.0143 (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 12% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY1.573.14-1.57ABOVE 8%
RETENTION25.0%16.7%+8.3 PPABOVE 60%
FORKS37277-240ABOVE 18%
SURPRISE0.010.00+0.01ABOVE 74%