Liliput

Liliputian dev agent. Picks up an issue labelled `pm:ready`, implements it test-first, opens a PR using `.github/pull_request_template.md`, and hands off to the Release Manager. Use when a `pm:ready` issue is available and a dev capacity slot is free.

PM agent that turns PRD/FRD intent into small, actionable GitHub Issues anchored to acceptance criteria. Refuses oversized work. Use when planning the next unit of work for a Liliputian dev to pick up. Produces issues using the `.github/ISSUE_TEMPLATE/liliput-task.yml` form and the `pm:ready` label.

Release Manager agent. Runs the deterministic checklist in `.github/liliput/rm-checklist.md` against PRs labelled `rm:review`, then either squash-merges and closes the issue, or applies `rm:changes-requested` with a structured comment for the dev to address. Enforces a per-PR retry budget and escalates to `blocked:human`. Use when a PR has label `rm:review`.

Provision an Entra ID app registration + service principal for the current GitHub repo, assign AI Foundry / OpenAI / Storage / AI Search RBAC roles, and project the resulting Azure credentials into the dev-env's `liliput-azure-sp` Kubernetes Secret. Use this when a Liliput-managed app needs to access Azure AI Foundry, Azure OpenAI, or related data-plane services from inside its dev container.