| name | project-context-rule |
| description | Turn stable repository guidance into local executable constraints such as static-analysis rules, tests, or CI checks. |
Project Context Rule
Use this wrapper with agent-hard-constraint-author when a repeated learning is objectively detectable.
Fast Path
- Start from validated findings or an approved constraint proposal.
- Define the violation, allowed boundary, false-positive risk, rule identifier, fixtures, and validation command.
- Implement the rule in the consuming repository, not in
voku/agent-learning, unless it is package-generic.
- Prove both directions: invalid fixture fails with the intended rule, valid fixture and real target files pass.
- Activate the constraint manifest only after human review and validation evidence.