FINDING #3540 · UNIT ID 1207745605
ShaikhWarsi/free-ai-tools
Curated list of free and low cost AI tools, LLM APIs, IDEs, agents, and infrastructure for building real AI apps
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
86% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
5.77
ACCEL
-0.04
RETENTION
34.7%
PEAK 2026-04-18 · FORK-RETENTION 0.0% · 519 STARS / WINDOW
Author Audience
AUDIENCE
80
FOLLOWERS
18
OWNER ★
620
Engagement Signals
FORKS
80
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 519 / 519 (DIVERSITY 1.00)
Why This Is A Finding
ShaikhWarsi/free-ai-tools собрал 519 звёзд за окно, тогда как у автора всего 18 подписчиков — эффективная аудитория ≈ 80. Это даёт surprise-индекс 0.0481 (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 45% 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 45%
VELOCITY5.773.99+1.77ABOVE 63%
RETENTION34.7%17.1%+17.5 PPABOVE 84%
FORKS8090-9ABOVE 47%
SURPRISE0.050.01+0.04ABOVE 92%