Git Commit Rules
Parallel Agent Orchestration
Implement technical plans from thoughts/shared/plans with verification
Wiring Verification
Release preparation workflow - security audit → E2E tests → review → changelog → docs
Observe Before Editing
Analyze brownfield codebase and create initial continuity ledger
Unified math capabilities - computation, solving, and explanation. I route to the right tool.
Comprehensive code review workflow - parallel specialized reviews → synthesis
Systematic hook debugging workflow. Use when hooks aren't firing, producing wrong output, or behaving unexpectedly.
Meta-skill workflow orchestrator for bug investigation and resolution. Routes to debug, implement, test, and commit based on scope.
Show users how Continuous Claude works - the opinionated setup with hooks, memory, and coordination
Idempotent Redundancy
Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.
Implement technical plans from thoughts/shared/plans with verification
Background Agent Pings
Upgrade any skill to v5 Hybrid format using decision theory + modal logic
Search Tool Hierarchy
使用jimeng-mcp-server进行AI图像和视频生成。当用户请求从文本生成图像、合成多张图片、从文本描述创建视频或为静态图像添加动画时使用此技能。支持四大核心能力:文生图、图像合成、文生视频、图生视频。需要jimeng-mcp-server在本地运行或通过SSE/HTTP访问。
Scaffold, review, or refactor FastAPI services using uv, a src/ layout, versioned routers (/v1, /v2), and optional singleton external clients under src/services/clients when needed.