FINDING #2670 · 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)
9% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
16.27
ACCEL
+0.33
RETENTION
42.4%
PEAK 2026-08-17 · FORK-RETENTION 36.2% · 488 STARS / WINDOW
Author Audience
AUDIENCE
1,268
FOLLOWERS
653
OWNER ★
6,148
Engagement Signals
FORKS
571
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 488 / 488 (DIVERSITY 1.00)
Why This Is A Finding
Q00/ouroboros собрал 488 звёзд за окно, тогда как у автора всего 653 подписчиков — эффективная аудитория ≈ 1,268. Это даёт surprise-индекс 0.0124 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 36.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 72% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 72%
VELOCITY16.273.63+12.63ABOVE 87%
RETENTION42.4%24.8%+17.6 PPABOVE 82%
FORKS571120+451ABOVE 84%
SURPRISE0.010.01+0.00ABOVE 61%