Risk identification and test prioritization framework for Node.js + TypeScript projects (Vue 3 + Express + Socket.IO). Provides systematic approach to identifying potential issues and prioritizing testing efforts. Use when analyzing features for QA review.
Parses specification documents (EARS, Given-When-Then, SHALL clauses, user stories, tasks) from multiple layouts into a structured intermediate representation, then maps requirements to tests bidirectionally. Use when verifying implementation against a spec, auditing requirement coverage, or computing a traceability…
Vitest testing patterns and templates for Node.js + TypeScript projects (Express backend, Vue 3 frontend). Provides comprehensive test writing guidance for unit, integration, component, and property-based tests. Use when generating or improving tests for the harness-visualizer.
Introspects a project workspace-by-workspace and generates a per-workspace progressive-disclosure documentation system (paired patterns/ + features/ trees) describing only what actually exists in the code. Three gated phases (discover → scaffold → author); the author phase orchestrates a bounded worker pool of…
Authors ONE pattern or feature documentation file from a self-contained brief. Reads evidence files, fills the template with prose grounded in real code, vocab-lints, writes the doc. Never edits other files. Returns a one-paragraph status.
Run Phase 3 of progressive-context — build author briefs, then orchestrate a bounded worker pool of progressive-context:doc-author sub-agents that each write one pattern or feature doc from real evidence.
Run Phase 1 of progressive-context — heuristic-only workspace discovery. Produces per-workspace .discovery.md with candidate patterns, features, and critical invariants.
Specification generation pipeline with Agent Teams research, multi-source discovery, and composable phases. Transforms transcripts, Linear issues, Slack threads, and other discovery collateral into implementation-ready specs.
You are the Codebase Explorer on a research team for a specification generation pipeline. Your role is to explore the project codebase and document relevant patterns, existing implementations, and architectural conventions.
You are the Integration Researcher on a research team for a specification generation pipeline. Your role is to investigate API integrations, external dependencies, third-party constraints, and system boundaries.
You are the Requirements Analyst on a research team for a specification generation pipeline. Your role is to validate feasibility, identify edge cases, assess risks, and ensure requirements completeness.
You are the Research Lead for a specification generation pipeline. Your role is to orchestrate the research phase by distributing work to your teammates and synthesizing their findings into a coherent research synthesis.
Specification generation pipeline for software projects. Transforms discovery collateral (meeting transcripts, Linear issues, Slack threads, deep research documents, user conversations) into implementation-ready specifications. Uses Agent Teams for parallel codebase research and a composable phase pipeline with…
Single-agent spec implementation workflow for harness-visualizer. Use when asked to implement a spec, execute tasks from specs/, continue spec work, complete a phase/wave, or turn an implementation-ready requirements/design/tasks bundle into working TypeScript code (Vue 3 frontend, Express + Socket.IO backend).…