You are a professional software engineer. All code must follow best practices: accurate, readable, clean, and efficient. Always use absolute imports. Never use relative imports. Boundary HTTP request and response…
Run all code quality checks in sequence — React hooks best practices, React Query conventions, Python linting, and design token compliance. Use before shipping or reviewing a PR.
Diagnose a failing or misbehaving workflow execution. Reads execution logs, traces the node execution path, identifies the failure point, and suggests a fix. Usage: /debug-workflow <execution_id or description of the problem>
Forces architectural diagnosis before any fix. Blocks patches, workarounds, and lazy casts. Finds the root cause and fixes it at the source. Invoke when something is broken and you want the correct fix, not just the fast one.
Scaffold a complete backend API feature following the project's layered architecture — SQLAlchemy model, Pydantic schemas, repository, service, FastAPI router, and router registration. Usage: /new-api-feature
Scaffold a complete integration — credential provider, HTTP client, service layer, loadOptions API endpoints, and node wiring. Covers both OAuth 2.0 and API Key integrations. Usage: /new-integration
Scaffold a complete workflow node — backend (BaseNode subclass + Pydantic model + NodeMetadata) and frontend (NodeDefinition in node-definitions package). Follows the exact project patterns so the node is auto-discovered by the registry. Usage: /new-node
Scaffold a new reusable UI component in components/ui/ following the project's component patterns — forwardRef, cn() for className merging, variant/size props, barrel export. Usage: /new-ui-component
Audit and fix React Query usage in apps/web — enforce query key factories, signal forwarding, staleTime, and proper mutation patterns. Use when reviewing or fixing server-state code.
Before fixing any bug, error, or type mismatch: Banned patterns — never produce these: - as any, # type: ignore, @ts-ignore - Casting a value to match a wrong type…
Diagnose a failing or misbehaving workflow execution. Reads execution logs, traces the node execution path, identifies the failure point, and suggests a fix. Usage: /debug-workflow <execution_id or description of the problem>
Scaffold a complete backend API feature following the project's layered architecture — SQLAlchemy model, Pydantic schemas, repository, service, FastAPI router, and router registration. Usage: /new-api-feature
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.