Review a pull request and produce a GitHub-comment-shaped review document with severity-labeled findings (Blocker / Important / Recommended / Nice-to-have) plus a copy-paste-safe action checklist for the author. Use when the user asks to review a PR, "code…
Write production code with security-first thinking, SOLID design, pragmatic principles, observability, and strict file-structure limits. Use when implementing a new feature, designing a system, refactoring code, or whenever the task is "build production code"…
Build a new feature using strict test-driven development — UNDERSTAND → DESIGN → RED → VERIFY RED → GREEN → VERIFY GREEN → REFACTOR → VALIDATE → REPEAT. Use when building a new feature with TDD, when the user says "TDD this", "tests first", "red green…
Review a pull request and produce a GitHub-comment-shaped review document with severity-labeled findings (Blocker / Important / Recommended / Nice-to-have) plus a copy-paste-safe action checklist for the author. Use when the user asks to review a PR, "code…
Write production code in Langflow with security-first thinking, SOLID design, pragmatic principles, observability, and strict file-structure limits — tuned for Langflow conventions (uv workspaces, SQLModel, lfx vs langflow-base split, pre-commit invoked via…
Build a Langflow feature with strict TDD — UNDERSTAND → DESIGN → RED → VERIFY RED → GREEN → VERIFY GREEN → REFACTOR → VALIDATE → REPEAT — applying Langflow's prefer-real-integrations-over-mocks policy, ComponentTestBase fixtures, and the graph test pattern…
Review a Langflow pull request and produce a GitHub-comment-shaped review with severity-labeled findings (B/I/R/N) plus a copy-paste-safe action checklist — applying Langflow blockers (Component class rename = breaking, Alembic Phase label required,…
Create, evolve, and ship Langflow Components — the building blocks of every flow. Use when the user asks to "create a component", "add a provider component", "build an LLM component", "add Anthropic / OpenAI / Chroma / etc. integration", "expose this as a…