FINDING #3735 · UNIT ID 1204060839
laude-institute/headlong
An open source agent microharness featuring persistent agency and recursive LLMs. Of bash, by bash, for bash; it's shells all the way down.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
90% 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
291.00
ACCEL
-182.00
RETENTION
44.5%
PEAK 2026-08-25 · FORK-RETENTION 50.0% · 873 STARS / WINDOW
Author Audience
AUDIENCE
546
FOLLOWERS
172
OWNER ★
1,011
Engagement Signals
FORKS
86
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 873 / 873 (DIVERSITY 1.00)
Why This Is A Finding
laude-institute/headlong собрал 873 звёзд за окно, тогда как у автора всего 172 подписчиков — эффективная аудитория ≈ 546. Это даёт surprise-индекс 0.50 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 50.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 62% OF 9850 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9850 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 62%
VELOCITY291.005.67+285.33ABOVE 99%
RETENTION44.5%42.9%+1.6 PPABOVE 51%
FORKS86307-221ABOVE 28%
SURPRISE0.500.00+0.49ABOVE 100%