FINDING #829 · UNIT ID 1292709273
jamiebeach/lisp-agent
Creating an AI agent with LISP - the 2026 version of what made LISP "the language for AI" in the first place
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
98% 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
14.71
ACCEL
+5.46
RETENTION
47.1%
PEAK 2026-07-12 · FORK-RETENTION 0.0% · 103 STARS / WINDOW
Author Audience
AUDIENCE
24
FOLLOWERS
12
OWNER ★
115
Engagement Signals
FORKS
11
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 103 / 103 (DIVERSITY 1.00)
Why This Is A Finding
jamiebeach/lisp-agent собрал 103 звёзд за окно, тогда как у автора всего 12 подписчиков — эффективная аудитория ≈ 24. Это даёт surprise-индекс 0.23 (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 26% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.00ABOVE 26%
VELOCITY14.7113.86+0.86ABOVE 52%
RETENTION47.1%36.8%+10.3 PPABOVE 68%
FORKS1150-39ABOVE 22%
SURPRISE0.230.04+0.19ABOVE 88%