FINDING #5605 · UNIT ID 1195208341
walkinglabs/awesome-harness-engineering
🛠️ Awesome tools & guides for harness engineering.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
52% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
20.81
ACCEL
-0.16
RETENTION
39.2%
PEAK 2026-04-20 · FORK-RETENTION 0.0% · 1,873 STARS / WINDOW
Author Audience
AUDIENCE
4,559
FOLLOWERS
534
OWNER ★
17,454
Engagement Signals
FORKS
289
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,873 / 1,873 (DIVERSITY 1.00)
Why This Is A Finding
walkinglabs/awesome-harness-engineering собрал 1,873 звёзд за окно, тогда как у автора всего 534 подписчиков — эффективная аудитория ≈ 4,559. Это даёт surprise-индекс 0.00453 (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 12% 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 12%
VELOCITY20.813.99+16.82ABOVE 90%
RETENTION39.2%17.1%+22.1 PPABOVE 89%
FORKS28990+200ABOVE 78%
SURPRISE0.000.01-0.01ABOVE 30%