FINDING #9104 · UNIT ID 1201037376
LingyiChen-AI/comfyui-workflow-skill
Natural language → ComfyUI workflow JSON. 34 built-in templates, 360+ node definitions, auto model download. Supports txt2img, img2img, txt2vid, img2vid, audio, 3D generation across SD1.5/SDXL/SD3/FLUX/Wan2.2/HunyuanVideo/LTXV/Mochi/Cosmos + LLM integration. Works as a skill for Claude Code, Cursor, and other AI coding agents.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
3% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
1.43
ACCEL
+0.36
RETENTION
0.0%
PEAK 2026-08-29 · FORK-RETENTION 0.0% · 10 STARS / WINDOW
Author Audience
AUDIENCE
802
FOLLOWERS
141
OWNER ★
6,609
Engagement Signals
FORKS
58
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)
Why This Is A Finding
LingyiChen-AI/comfyui-workflow-skill собрал 10 звёзд за окно, тогда как у автора всего 141 подписчиков — эффективная аудитория ≈ 802. Это даёт surprise-индекс 0.0017 (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 7% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 7%
VELOCITY1.433.71-2.29ABOVE 0%
RETENTION0.0%37.5%-37.5 PPABOVE 0%
FORKS5890-32ABOVE 39%
SURPRISE0.000.01-0.01ABOVE 19%