FINDING #81 · UNIT ID 1133901637
Q00/ouroboros
Agent OS: the agent gets smarter on its own. We just hold the line: the grading command and expected result never make it into the success contract we hand it. Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 13 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
14% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
4.39
ACCEL
-0.09
RETENTION
5.7%
PEAK 2026-03-05 · FORK-RETENTION 96.1% · 790 STARS / WINDOW
Author Audience
AUDIENCE
1,268
FOLLOWERS
652
OWNER ★
6,159
Engagement Signals
FORKS
577
ISSUE AUTH
78
PR AUTH
100
UNIQUE STARGAZERS 790 / 790 (DIVERSITY 1.00)
Why This Is A Finding
Q00/ouroboros собрал 790 звёзд за окно, тогда как у автора всего 652 подписчиков — эффективная аудитория ≈ 1,268. Это даёт surprise-индекс 0.00336 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 96.1% и 178 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 95% OF 1664 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1664 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 95%
VELOCITY4.392.84+1.55ABOVE 69%
RETENTION5.7%4.7%+1.0 PPABOVE 57%
FORKS5771,596-1,018ABOVE 25%
SURPRISE0.000.00+0.00ABOVE 87%