grafana/ai-sdk

ai-sdk-parity-review

Review an ai-sdk diff, feature, bug or package against its upstream parity contract. Find behavioral mismatches, unsupported assumptions, scope drift and gaps in regression evidence.

ai-sdk-parity-upgrade

Upgrade the pinned upstream AI SDK reference, assess the current Go implementation against it, and register parity work for independent implementation afterward.

openspec-apply-change

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks. Also use when the user says "openspec apply", "opsx apply", or "openspec implement".

openspec-archive-change

Archive a completed OpenSpec change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete. Also use when the user says "openspec archive" or "opsx archive".

openspec-explore

Enter OpenSpec explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements in a project that uses OpenSpec. Use when the user wants to think through something before or during an OpenSpec change. Also use when…

openspec-propose

Propose a new OpenSpec change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation. Also use when the user says…

openspec-sync-specs

Sync delta specs from an OpenSpec change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change. Also use when the user says "openspec sync" or "opsx sync".

openspec-verify-change

Verify implementation matches OpenSpec change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. Also use when the user says "openspec verify" or "opsx verify".

pr-description-writer

Write or rewrite pull request descriptions from a branch diff, commit range, existing PR, issue, upstream reference, specification, bug report, or review context. Use when an agent needs to create, update, or improve a PR body so it explains concrete code and…