FINDING #3327 · UNIT ID 1145075003
rjs/shaping-skills
Skills I use with Claude for shaping
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
7.74
ACCEL
-0.08
RETENTION
2.9%
PEAK 2026-02-14 · FORK-RETENTION 0.0% · 1,394 STARS / WINDOW
Author Audience
AUDIENCE
141
FOLLOWERS
0
OWNER ★
1,414
Engagement Signals
FORKS
88
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,394 / 1,394 (DIVERSITY 1.00)
Why This Is A Finding
rjs/shaping-skills собрал 1,394 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 141. Это даёт surprise-индекс 0.0427 (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 44% 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 44%
VELOCITY7.743.29+4.45ABOVE 77%
RETENTION2.9%11.3%-8.4 PPABOVE 11%
FORKS8899-11ABOVE 46%
SURPRISE0.040.01+0.03ABOVE 99%