clio-agent

Enter Plan Mode and produce an approved implementation plan before touching the system — ground in evidence, consult the user, draft incrementally to the plan file, then hand it back for approval.

Cut a clio-agent release (vX.Y.Z) end-to-end — merge feature→develop→main, bump version, pin submodules, tag, push, and verify all CI (PyPI, bundles, ghcr) goes green. Use when asked to "do a release", "cut vX.Y.Z", "publish", or "ship".

Build and grind a CLIO benchmark "case" to reliable acceptance — find a hard, data-grounded NDP question with a vivid output, author the Agent Blueprint, wire the agent-test harness, then iterate live runs by reading traces until it passes ≥0.8 across distinct scenarios. Runs a SECOND, parallel CLIO instance so it never disturbs a grind already in flight. Use when asked to start, build, or grind a new CLIO case, or to continue a case's GOAL.md grind loop.