FINDING #5761 · 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)
57% 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
S10 · S10
Growth Telemetry
VELOCITY /D
2.09
ACCEL
-0.04
RETENTION
20.8%
PEAK 2026-04-21 · FORK-RETENTION 0.0% · 188 STARS / WINDOW
Author Audience
AUDIENCE
750
FOLLOWERS
130
OWNER ★
6,200
Engagement Signals
FORKS
54
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 188 / 188 (DIVERSITY 1.00)
Why This Is A Finding
LingyiChen-AI/comfyui-workflow-skill собрал 188 звёзд за окно, тогда как у автора всего 130 подписчиков — эффективная аудитория ≈ 750. Это даёт surprise-индекс 0.00264 (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 10% 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 10%
VELOCITY2.093.99-1.91ABOVE 20%
RETENTION20.8%17.1%+3.7 PPABOVE 58%
FORKS5490-35ABOVE 35%
SURPRISE0.000.01-0.01ABOVE 22%