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Self-Evolving Agent Runtime

Q00/ouroboros · skills

Help agents improve their execution strategy from verifiable outcomes while keeping grading rules separate from implementation.

★ 5,799GitHub stars
549Forks
2026-08-16Last updated
PythonLanguage
MITLicense

Key features

  • Turn a vague idea into a verified, working codebase -- across Claude Code, Codex CLI, OpenCode, Hermes, Gemini, Kiro, Copilot, Pi, Zcode, Goose, GJC, Antigravity, and Grok.
  • The kernel (ouroboros) owns the contract: every action becomes a Seed-bound, ledger-recorded, replayable event — regardless of which LLM executes it.
  • PAL Router -- Frugal (1x) -> Standard (10x) -> Frontier (30x) with auto-escalation on failure, auto-downgrade on success
  • A score above that blocks Seed generation.
  • Plugins (ouroboros-plugins) declare scoped capabilities against that contract, so domain workflows (review a PR, triage a Linear ticket, run a release) stay auditable and policy-bound instead of being one-off prompts.

Install command

dsh plugin --profile web add github:Q00/ouroboros
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