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Ouroboros

Q00 · Q00/ouroboros

An agent OS with interview-gated, staged evaluation and a budgeted self-evolution loop, exposed as an MCP server.

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Install command

dsh plugin --profile web add ouroboros

Requires a running harness: start it with npx @deepseek-ai/dsh webthen run the command above. New to this? See the installation guide.

What it does

Ouroboros is built around one discipline: an agent should not be allowed to declare victory on its own. Changes pass an interview gate, then staged evaluation, then a budgeted evolution loop that either produces measurable improvement or stops. It runs as an MCP server, so the same loop can back several agent runtimes instead of one.

Key features

  • Interview gate that forces intent to be stated before work starts
  • Staged evaluation with explicit pass conditions per stage
  • Budgeted evolution loop that halts when the budget is spent
  • MCP server interface across many agent runtimes
  • Audit trail of each cycle for later review

Install

dsh plugin --profile web add ouroboros

Compatibility notes

The loop is deliberately conservative and can feel slow on small tasks. Use it for changes where regressions are expensive.

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