Cli Anything Openclaw

• references/cli-anything.md
• references/cli-anything-refine.md
• references/cli-anything-validate.md
• references/cli-anything-test.md
• references/cli-anything-list.md

Preferred workflow

1. Acquire source locally if needed.
2. Analyze architecture, backend surfaces, data model, and current automation affordances.
3. Decide whether the project is a good fit for an agent-native CLI harness.
4. If building:
   • propose command groups
   • propose state model
   • propose agent-harness/ layout
5. If refining:
   • inventory current commands and tests
   • identify gaps
   • prioritize high-impact additions
6. If validating:
   • check packaging, CLI namespace, tests, and JSON output expectations
7. Always report:
   • files changed or proposed
   • commands run
   • risks / limitations
   • next best step

Important constraints

• Treat this as a methodology skill, not as a promise that a harness already exists.
• Prefer wrapping real software backends rather than reimplementing behavior.
• Plan tests before writing them.
• Keep outputs concrete and actionable.