FINDING #7311 · UNIT ID 1193818575
jalaalrd/anti-ai-slop-writing
AI writing skill that eliminates detectable AI patterns. Works with Claude Code, Codex, Cursor, Gemini CLI, and 8+ other agents.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
34% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
4.87
ACCEL
-0.06
RETENTION
12.1%
PEAK 2026-08-08 · FORK-RETENTION 75.0% · 146 STARS / WINDOW
Author Audience
AUDIENCE
72
FOLLOWERS
25
OWNER ★
469
Engagement Signals
FORKS
44
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 146 / 146 (DIVERSITY 1.00)
Why This Is A Finding
jalaalrd/anti-ai-slop-writing собрал 146 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 72. Это даёт surprise-индекс 0.0435 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 75.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 24% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY4.873.63+1.23ABOVE 60%
RETENTION12.1%25.0%-12.9 PPABOVE 26%
FORKS44117-73ABOVE 28%
SURPRISE0.040.01+0.04ABOVE 89%