autoclaw-cc/xiaohongshu-skills — GitHub trend

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FINDING #8390 · UNIT ID 1171809521

autoclaw-cc/xiaohongshu-skills

xiaohongshu-skills

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0101

ENGAGEMENT0.42

FRESHNESS1.00

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:

S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING

Growth Telemetry

VELOCITY /D

5.14

ACCEL

-1.29

RETENTION

16.7%

PEAK 2026-08-22 · FORK-RETENTION 60.0% · 36 STARS / WINDOW

Author Audience

AUDIENCE

471

FOLLOWERS

OWNER ★

2,093

Engagement Signals

FORKS

229

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 36 / 36 (DIVERSITY 1.00)

Why This Is A Finding

autoclaw-cc/xiaohongshu-skills собрал 36 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 471. Это даёт surprise-индекс 0.0101 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 60.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 14% OF 9760 FINDINGS

#08MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #17litaolemo/xtquant_big_convert[ PYTHON ]0.36 #20LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.34 #24zeenie-ai/OpenCompany[ PYTHON ]0.30 #25917Dhj/DeepPaperNote[ PYTHON ]0.29

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 14%

VELOCITY5.143.71+1.43ABOVE 61%

RETENTION16.7%38.0%-21.4 PPABOVE 22%

FORKS22986+143ABOVE 73%

SURPRISE0.010.01+0.00ABOVE 50%