Audit registered upstream docs sources for drift since a prior commit SHA or date — detect new GA / preview features, syntax additions, deprecations, and harness or tooling changes that affect existing skills, rules, CLAUDE.md, settings.json, hooks, or the…
Turn a completed drift-audit report into handoff briefs on disk. Use immediately after a /drift-audit run, or when the user asks to prepare handoffs, write up the findings, or capture the recommended actions from an audit. Writes one directory per run —…
Drain this repo's handoff inbox, ~/handoff-inbox/agent-config/, where sessions in other repos leave learnings as raw notes, or sweep an old drift audit's open follow-ups under docs/audits/ into the queue. Splits each into learnings and re-measures each…
Use for Spark in Microsoft Fabric: a notebook (a `.Notebook` folder), PySpark or Spark SQL, a lakehouse and its tables, a Spark job definition or environment; a Spark job that is slow, queued or failed, Livy sessions or the Spark History Server; error…
Author a new skill for this repo end to end — take a topic, check for existing coverage, drill the official docs behind it, write a filled handoff brief to docs/handoffs/, then draft the SKILL.md and run the post-draft checks. Use when asked to write, author,…
Validate a drafted skill — write its trigger fixtures, update the activation contract table, run the static and real-path activation tests, then behaviourally test it in a cold session against a `--safe-mode` baseline. Reads its inputs from disk — brief or…
Use when giving an Azure identity access to a resource, or finding why one is refused. Picks the identity first: a user-assigned managed identity for anything in Azure, a federated credential for GitHub Actions or other outside workloads, an app registration…
Runs one handoff brief and whatever blocks it, each in a fresh headless session, from the main checkout of a repo whose briefs carry frontmatter: resolves the order from each brief's blocked-by, launches one claude -p worker at a time in a worktree named…