Use when an approved EXP plan is ready to be implemented and a Production-Plan (PRD) is needed, or when the user says "PRD plan", "production plan", "produce", "implement EXP-NNN", "draft PRD". Produces a PRD per the chevp-ai-framework template.
Use when an out-of-scope item, Challenger-identified failure mode, or NOT-in-Scope row warrants its own future plan (Rule 12). Trigger phrases: "create proposal", "PROP for this", "open a proposal", "log this for later", "this is out of scope but worth tracking". Produces a `PROP-NNN` file per the plan-proposal template.
Use before requesting G2 approval for an EXP plan, or when scope changes are proposed mid-Production (Rule 11 / Challenger role). Trigger phrases: "run challenger", "challenge this plan", "stress-test the approach", "draft the challenger block", "what could go wrong with this plan". Produces the four mandatory Challenger sections per [02-exploration/challenger.md].
Use when an Exploration cycle is wrapping up and the `insights.md` learning artifact is needed (mandatory before G2), or when Production has revealed implementation surprises that must be appended (Rule 9 / Learning Loop). Trigger phrases: "write insights", "insights file", "what did we learn", "log insights", "update insights with implementation surprises".
Use when the user wants to mirror chevp-ai-framework plan files (context/plans/**/*.md) to GitHub Issues, or says "sync plans", "issue für §X.Y", "plans als issues anlegen", "create issues from plans", "spiegle backlog nach github". Wraps integration/github-issues/sync-plans-to-issues.py.
Use when the user wants to record an architecture decision, says "write an ADR", "new ADR", "document this decision", or when a non-trivial architectural choice is made during Context or Exploration that future contributors need to understand.
Use when the user starts a new task and a Context-Plan (CTX) is needed, or when they say "context plan", "CTX", "start context step", or a new request arrives with no active plan. Produces a CTX plan per the chevp-ai-framework template.
Use when a feature needs to be planned/designed in the Exploration step, or when the user says "EXP plan", "feature plan", "exploration plan", "design the feature". Produces an EXP plan/spec per chevp-ai-framework templates.