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ClickHouse Merge-Ready PR Report
Development
Generates a report of open ClickHouse PRs that are effectively merge-ready, showing only green or CH Inc sync-only checks, grouped by author and assignment.
Run Local Services
Development
Starts all local backend, frontend, and docs services with dependency checks, smart port selection, and automatic error recovery.
Pull Request Management
Development
Analyzes code changes, creates branches and conventional commits, runs quality checks (TypeScript, lint, tests), then creates or updates pull requests using a project template. Helps when preparing code for review, opening a new PR, or editing PR details.
Run and test obfsck
Development
Build, run, and test obfsck, a Rust secret/PII redaction toolkit with 5 binaries (redact, scan, analyzer, api, mcp) driven via demo/demo.py.
Skill Validation and Review
Development
Validates and reviews skills against the Agent Skills specification. Checks YAML syntax, naming conventions, description quality, file structure, and best practices.
Scaffold MBG skill under .ai/skills
Development
Create a new canonical MBG skill under .ai/skills with strict naming and frontmatter rules, then prepare for platform sync.
Community Debater for RFCs and GitHub Discussions
Development
Launches structured RFC and debate discussions on GitHub for community input. Guides through phases to classify debate type and compose a formatted discussion.
Brainstorm - Requirements Discovery
Development
Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope.
Skill Registry Manager
Development
Drives a skill registry through a Python CLI: weekly review, recording real usages, creating new skills, and listing entries.
Shopify Liquid Templates
Development
This skill provides best practices for Liquid templates in Shopify themes: snippet structure using the render tag, clean logic flow with the {% liquid %} tag, responsive image handling via image_tag, and inline SVG inclusion using inline_asset_content. It helps when creating or modifying Liquid templates to ensure performance, readability, and adherence to Shopify's recommended approaches.
Retroactive Eval Coverage Audit
Development
Conduct a retroactive evaluation coverage audit of a completed AI phase. Checks whether the evaluation strategy was implemented and produces EVAL-REVIEW.md with score, verdict, gaps, and remediation plan.
DCO Sign-off Recovery
Development
Recover from missing DCO sign-off on commits. Handles single-commit amend, older-commit recovery via interactive rebase or cherry-pick, and explains the Probot DCO check.