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Cynos

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Cynos is an autonomous AI engineering runtime for the pi coding agent. It lets an agent work freely, then verifies completion with evidence-based checkpoints instead of trusting a plain "done" message.

The name Cynos comes from cynosure — the North Star: a guiding point for agents to navigate complex engineering work without losing the evidence trail.

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Requirements

  • Node.js 22 or newer
  • pi installed and available as pi
  • Engineer bundles @cynos-ai/tools, providing the shared search, vision, and browser tools

Why Cynos

AI agents are great at producing convincing completion summaries. The hard part is trusting them.

  • "I fixed the bug" — did it actually reproduce first?
  • "Tests pass" — did it run the real test suite, or summarize from memory?
  • "I updated the docs" — did it really write the file?

Cynos changes the trust model. The agent works however it wants; before it claims done, Cynos checks the claim against captured tool results — the actual reads, writes, bash commands, search/fetch results, and subagent calls that happened in the session. No captured evidence, no completion.

completionEvidence  →  explains what the agent says happened
capturedToolResults →  proves what actually happened
checkpoints         →  decide whether the work is really complete

Quick start

Install Cynos into pi (global, for the current user):

pi install npm:@cynos-ai/engineer

Or install it project-locally (writes to .pi/settings.json, shareable with your team):

pi install npm:@cynos-ai/engineer -l

Open pi in any project and just describe the work in natural language:

> Add a multiply function to src/app.ts and verify it works.

Cynos routes the request to the right practice (here: develop), lets the agent implement, then runs cynos_check_completion. If a checkpoint finds missing real evidence, the work stays active with an actionable reason — not a false "done". When all checkpoints pass, the work is archived under .cynos/archive/.

Upgrade or remove:

pi update --extensions       # upgrade all installed packages
pi remove npm:@cynos-ai/engineer

Core model

practice = methodology skill + completion checkpoints
work     = objective + acceptanceCriteria + status + completionEvidence + capturedToolResults

There is no activity state machine and no per-step ceremony. The agent starts a work item, explores/edits/tests normally, then calls cynos_check_completion. If checkpoints fail, the work stays active with actionable missing evidence. If they pass, the work is archived under .cynos/archive/.

Practices

Cynos currently includes 12 practices:

  • review — read-only assessment of existing code, design, PRs, commits, or docs
  • docs — documentation/report-only changes with no runtime behavior change
  • onboard — understand an existing project and create/refresh durable project memory
  • init — create a new project from scratch
  • debug — reproduce, diagnose, fix, and verify bugs or failures
  • test — test/validate existing behavior by running it and reporting a PASS/FAIL/FLAKE/BLOCKED verdict
  • develop — implement features, runtime config, and general changes
  • refactor — behavior-preserving structural changes with baseline/final verification
  • ui-design — visual UI/design-system/styling work with browser evidence
  • usability — frontend usability observation, fix, and re-verification
  • release — push/tag/publish/deploy/CI-CD/post-release validation
  • default — narrow fallback when no specific practice fits

Users can describe work naturally or use slash commands such as /review, /test, /develop, /debug, /release, and /onboard.

Tools

Work lifecycle:

  • cynos_start_work · cynos_work_status · cynos_check_completion
  • cynos_ask_user · cynos_resume_work · cynos_abandon_work

Capabilities:

  • cynos_subagent · cynos_search · cynos_fetch

State and configuration

Project state lives in the target project:

.cynos/
  work.json
  last-outcome.json
  archive/

User configuration lives in:

~/.pi/agent/cynos-engineer.json

The /cynos-config command edits common settings: language, onboard mode, subagent timeout, PROJECT.md injection limits, and work-aware compaction. Search API keys, vision model, and browser options live in @cynos-ai/tools — edit them via /cynos-tools-config.

Documentation and maintenance

License

Cynos Engineer is licensed under the MIT License.

The bundled skills/ui-design/ material retains its upstream MIT attribution; see THIRD_PARTY_NOTICES.md and skills/ui-design/SOURCE.md.

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Evidence-based autonomous engineering runtime for the pi coding agent.

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