🌌 Cogneva

Cognition emerges like a nova, awakening the taste of AI. 认知如新星般涌现，赋予 AI 以觉醒的品味。

Meta-bootstrapping · Real-autonomous · Omni-evolution 元启动 · 真自治 · 全进化

Cogneva (pronounced /kɒɡˈneɪvə/), from Cognition + Emerge + Nova, is a distributed AI multi-agent autonomous system.

These three are not isolated features, but three consecutive stages of the same cognitive infrastructure:

Meta-bootstrapping provides the foundation of existence;
Real-autonomy provides the ability to operate;
Omni-evolution provides the ability to grow.

🔱 The Three Pillars

Cogneva is not a static AI tool, but a digital lifeform that can stand up on its own, run on its own, and grow on its own. Its core philosophy is condensed into three words:

🌱 Meta-bootstrapping

Meta-bootstrapping solves the problem of system origin: an AI system that claims to run and evolve itself must first be able to summon itself out of nothing. If booting still requires humans to manually configure dependencies, install clusters, and wire up networks step by step, then it is…

score = signal / reach signal = 0.25·commit_velocity // commits in last 90 days (cap 30) + 0.20·contributor_work // unique authors × velocity (cap 100) + 0.20·issue_resolution // closed ÷ total issues + 0.20·fork_ratio // forks ÷ stars (proxy for real usage) + 0.10·release_cadence // releases in 90 days (cap 3) + age_bonus // +0 to +0.30 after 6 months + homepage_bonus // +0.05 if homepage is set reach = log₁₀(stars + watchers + 10)█

health = 0.35·recency // days since last commit (90d decay) + 0.25·cadence // commit rhythm consistency + 0.20·issue_health // closed ÷ total issues + 0.20·pr_health // merged ÷ total PRs█

Healthy 80 – 100 active, responsive, regular releases Stable 60 – 79 maintained, steady, no alarms Quiet 40 – 59 slowing down — watch this one At Risk 0 – 39 going dark · candidate for rescue█

solo_builder one person holds > 80% of commits (last 180d) needs_contributors has open "help wanted" or "good first issue" labels hidden_gem < 100 stars · active in last 3 months · documented legacy_hero repo > 5 years old · committed this year fork_magnet forks/stars > 0.5 · used as template or dependency release_machine 5+ releases in the last 90 days under_pressure > 10 open issues · ≤ 2 contributors · health ≥ 60 community_watch watchers > stars · devs tracking before the public community_hub GitHub Discussions enabled · > 20 discussions funded maintainer has active funding channel█