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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.
Bootstrap New Feature Ticket
Development
Bootstraps a new feature ticket by setting active context, deriving a slug hint from the idea note, and preparing PRD questions. Use at the idea stage to initialize the ticket workflow and validate PRD readiness.
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.
Action Creator
Development
Creates reusable TypeScript action templates for executing email operations with one click in the chat interface.
Manage Python dependencies with uv
Development
Manage Python dependencies, lock files, and project environments using uv. Add, remove, or sync packages effortlessly.
OpenTelemetry Context Propagation
Development
Propagate trace context across service boundaries using W3C TraceContext headers and baggage.
PRD Generator
Development
Generate structured Product Requirements Documents (PRDs) for new features. It asks clarifying questions to define scope, then produces a detailed markdown document with goals, user stories, and acceptance criteria. Use it when planning a feature or when asked to create a PRD.
Pull Request Creation
Development
Creates a pull request after verifying all checks pass. Handles the full ship workflow: verify, push, create PR.