jdutton

Use when starting VAT work or deciding which VAT sub-skill applies. Router that points at sub-skills for adoption, skill/agent authoring, audit, distribution, RAG, knowledge resources, skill review, and enterprise org admin.

Announce a tagged release to the team channel. Use when a release tag is pushed and a summary of the changelog highlights needs to be posted to chat.

Parse a workers'-comp loss run into normalized rows. Use when a user has a carrier loss-run PDF or spreadsheet and needs claims, paid, reserves, and incurred extracted per claim.

Categorize expense-report line items into GL accounts. Use when a user has an expense export and needs each line mapped to a general-ledger code, with low-confidence matches flagged for review.

A tool that uses a bundled CLI

Lists Azure subscriptions for the signed-in account. Use when the user asks which Azure subscriptions they can access.

Builds and runs the project's Docker image. Use when the user asks to build or start the container.

Lists open pull requests on the current GitHub repository. Use when the user asks what PRs are open.

Use when starting vibe-validate work or picking a sub-skill. Router for the validate/fix loop, project setup, cache and locking, work recovery, extractor authoring, PR/CI monitoring, and non-Claude agent integration.

Use when monitoring PR/CI status after pushing, diagnosing CI failures, investigating flakes, or cleaning up merged branches. Triggers on watch-pr, CI checks, CI debug, PR status, merged-branch cleanup.

Use when validation fails but no errors are extracted, or when writing a custom error extractor for a tool vibe-validate does not recognize. Covers built-in extractors, vv create-extractor, and the plugin system.

Use when debugging cache misses, unexpected cache hits, or concurrency lock conflicts. Covers the git tree hash caching model, lock scopes, --no-lock, --no-wait, and the vv cleanup-temp maintenance utility.

Use when wiring vibe-validate into a non-Claude AI coding assistant (Cursor, Aider, Continue, or any other tool). Covers system-prompt additions, command wrappers, and output routing for agentic workflows.

Use when recovering lost work — accidentally deleted file, git restore wiped changes, failed rebase, editor crash, or branch switch lost untracked files. Covers vv history, vv snapshot, tree-hash recovery with git cat-file and git checkout.

Use when bootstrapping vibe-validate in a new repo, adjusting the config, or diagnosing setup. Covers vv init, vv doctor, vv config, templates, heterogeneous-language setup, generate-workflow, and dependency-lock-check.

Use when running validation during day-to-day coding — vv validate, vv pre-commit, vv state, vv run. Covers the iterate-fix-revalidate loop, cached state queries, and command wrapping for LLM-optimized error extraction.