FINDING #8336 · UNIT ID 1354059245
tigerless-labs/agent-memory
Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
62% 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
99.29
ACCEL
+9.29
RETENTION
94.7%
PEAK 2026-09-11 · FORK-RETENTION 18.6% · 695 STARS / WINDOW
Author Audience
AUDIENCE
5,486
FOLLOWERS
1,506
OWNER ★
8,519
Engagement Signals
FORKS
65
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 695 / 695 (DIVERSITY 1.00)
Why This Is A Finding
tigerless-labs/agent-memory собрал 695 звёзд за окно, тогда как у автора всего 1,506 подписчиков — эффективная аудитория ≈ 5,486. Это даёт surprise-индекс 0.018 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 18.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 15% OF 9789 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY99.293.43+95.86ABOVE 98%
RETENTION94.7%37.5%+57.2 PPABOVE 99%
FORKS65120-55ABOVE 36%
SURPRISE0.020.01+0.01ABOVE 71%