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PR Changelog Generator
Development
Generates a changelog for a branch by analyzing commit messages and diffs. Produces a structured summary with a title, one-sentence motivation, and up to three key changes. Helps streamline PR descriptions and release notes.
Run Services
Development
Start all local development services with pre-flight dependency checks and automatic error recovery.
Triage Report Structure
Development
Explains the output layout of the triage script: which files to read first (executive-summary.md, triage.md, agent-briefs.md) and how the report directory is organized. Helps after running triage or when onboarding a new maintainer to the workflow.
Before/After Screenshots
Development
Captures before/after screenshots of web pages or elements for visual comparison. Use to document UI changes or generate PR visuals. Accepts two URLs or two image paths.
Fair-Forge Metric Creator
Development
Creates new evaluation metrics for the Fair-Forge AI library. Generates all required files including implementation, schema, tests, fixtures, optional dependency group, and example notebook following established patterns. Use when adding a new evaluation metric to Fair-Forge.
List Installed MCP Servers
Development
Lists all installed MCP servers along with their scope (user/project) and status. Use this to quickly see which MCP servers are available and their current state. It only displays information, it does not add or remove any servers.
Claude working guide for mlperf-automations
Development
Concise task-oriented reference for using mlcflow to work with mlperf-automations: understanding scripts, adding new ones, variations, conditional dependencies, and testing.
Sprint: Parallel Pipeline Orchestrator
Development
Launches multiple /proceed pipelines in parallel across requirements, monitors progress, and reports a unified dashboard. Supports both workflow and legacy engines.
Atomic Git Commit Creation
Development
Create logical, atomic git commits with well-formatted messages. Detects project commit style and uses conventional commits when appropriate.
Agentic Payments Bot
Development
Dual-protocol payment skill for AI agents supporting x402 (onchain stablecoins) and AP2 (card/wallet) payments, with policy engine, audit, and KMS.
Skill Builder for Claude Code
Development
Interactively create and improve skills for Claude Code, following best practices. Supports new creation and review.
Debugging Specialist
Development
Debugging specialist for errors, test failures, and unexpected behavior. Root cause analysis and fix recommendations.