FINDING #4838 · UNIT ID 1195371847
ai-boost/awesome-harness-engineering
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
Growth Telemetry
VELOCITY /D
17.11
ACCEL
+0.29
RETENTION
21.1%
PEAK 2026-07-02 · FORK-RETENTION 0.0% · 3,080 STARS / WINDOW
Author Audience
AUDIENCE
2,201
FOLLOWERS
636
OWNER ★
15,645
Engagement Signals
FORKS
324
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,080 / 3,080 (DIVERSITY 1.00)
Why This Is A Finding
ai-boost/awesome-harness-engineering собрал 3,080 звёзд за окно, тогда как у автора всего 636 подписчиков — эффективная аудитория ≈ 2,201. Это даёт surprise-индекс 0.00764 (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 19% 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 19%
VELOCITY17.113.29+13.82ABOVE 90%
RETENTION21.1%11.3%+9.7 PPABOVE 73%
FORKS32499+225ABOVE 80%
SURPRISE0.010.01-0.00ABOVE 43%