FINDING #3679 · UNIT ID 1204572994
WoJiSama/skill-based-architecture
A meta-skill that produces skills. Point it at any codebase and it distills the project's rules, workflows, and hard-won lessons into a dedicated skills/<name>/ directory — a project skill that becomes the single source of truth every AI agent (Cursor, Claude Code, Codex, Windsurf, Gemini) consults before every task.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
79% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.76
ACCEL
-0.02
RETENTION
16.2%
PEAK 2026-04-28 · FORK-RETENTION 0.0% · 338 STARS / WINDOW
Author Audience
AUDIENCE
46
FOLLOWERS
3
OWNER ★
432
Engagement Signals
FORKS
39
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 338 / 338 (DIVERSITY 1.00)
Why This Is A Finding
WoJiSama/skill-based-architecture собрал 338 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 46. Это даёт surprise-индекс 0.0436 (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 42% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 42%
VELOCITY3.763.99-0.24ABOVE 48%
RETENTION16.2%17.1%-0.9 PPABOVE 48%
FORKS3990-50ABOVE 26%
SURPRISE0.040.01+0.03ABOVE 90%