FINDING #4358 · UNIT ID 1089628716
199-biotechnologies/claude-deep-research-skill
Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credibility scoring, and automated validation. Outperforms OpenAI, Gemini, and Claude Desktop in quality and verification.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
97% 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
Growth Telemetry
VELOCITY /D
4.98
ACCEL
+0.01
RETENTION
10.0%
PEAK 2026-03-26 · FORK-RETENTION 0.0% · 896 STARS / WINDOW
Author Audience
AUDIENCE
303
FOLLOWERS
41
OWNER ★
1,107
Engagement Signals
FORKS
96
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 896 / 896 (DIVERSITY 1.00)
Why This Is A Finding
199-biotechnologies/claude-deep-research-skill собрал 896 звёзд за окно, тогда как у автора всего 41 подписчиков — эффективная аудитория ≈ 303. Это даёт surprise-индекс 0.0145 (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 27% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY4.983.29+1.68ABOVE 65%
RETENTION10.0%11.3%-1.4 PPABOVE 45%
FORKS9699-3ABOVE 49%
SURPRISE0.010.01+0.00ABOVE 61%