Create a role-specific onboarding plan for a new team member, from pre-arrival setup through the first 90 days
所属插件包：git-pr-workflows
Orchestrate end-to-end application performance optimization from profiling to monitoring
所属插件包：application-performance
Enhance a pull request with a generated description, review checklist, risk assessment, and test coverage report
所属插件包：git-pr-workflows
Enhance a pull request with a generated description, review checklist, risk assessment, and test coverage report
所属插件包：comprehensive-review
Re-gate an existing fine-tuned checkpoint against the current eval harness and export it on PROMOTE
所属插件包：llm-finetuning
Optimize prompts for production with CoT, few-shot, and constitutional AI patterns
所属插件包：llm-application-dev
Scaffold a Python project (FastAPI, Django, library, or CLI) with uv, type hints, testing, and dev tooling
所属插件包：python-development
Refactor provided code for cleanliness, maintainability, and alignment with SOLID principles and modern best practices — no over-engineering.
所属插件包：codebase-cleanup
Refactor provided code for cleanliness, maintainability, and alignment with SOLID principles and modern best practices — no over-engineering.
所属插件包：code-refactoring
Git-aware undo by logical work unit (track, phase, or task)
所属插件包：conductor
Scaffold a Rust project (binary, library, workspace, or Axum web API) with Cargo, testing, and dev tooling
所属插件包：systems-programming
Scan dependencies for vulnerabilities and generate supply chain security evidence
所属插件包：security-scanning
Orchestrate comprehensive security hardening with defense-in-depth strategy across all application layers
所属插件包：security-scanning
Static Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks
所属插件包：security-scanning
Initialises the ShipMate pipeline in the current project. Creates the stories folder, sets up the pipeline state directory, and runs the initial codebase scan t
所属插件包：ship-mate
Initialize project with Conductor artifacts (product definition, tech stack, workflow, style guides)
所属插件包：conductor
Master pipeline entry point. Routes requirements from a story file through scan → orchestrate → architect → implement → review → QA → playwright stages. Use /sh
所属插件包：ship-mate
Implement SLOs with SLI selection, error budgets, burn-rate alerting, dashboards, and reporting
所属插件包：observability-monitoring
AI-assisted smart debugging — parse error messages, stack traces, and failure patterns to identify root causes and produce a fix with automated observability st
所属插件包：debugging-toolkit
AI-assisted smart debugging — parse error messages, stack traces, and failure patterns to identify root causes and produce a fix with automated observability st
所属插件包：error-diagnostics
Intelligent issue resolution with multi-agent debugging, root cause analysis, and verified fix implementation
所属插件包：incident-response
Preflight a DGX Spark system for an ML training or inference workload and emit env-report.json
所属插件包：dgx-spark-ops
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server
所属插件包：database-migrations
Generate async standup notes from git commits, Jira tickets, and Obsidian notes
所属插件包：team-collaboration
