Performs QA testing on the feature implemented in the current branch. Reads specs, docs, and API docstrings, creates a QA test plan, executes tests using Playwright against a debug server, and generates a report with found issues. Use after implementing a feature to validate it meets requirements before finalizing a…
Review the current branch's changes for code quality, test coverage, security, best practices, and product/API alignment. Use when asked to perform a code review.
A review agent for checking research reports and finished content against their required structure, evidence, and source boundaries. It handles both individual evidence reports and assembled final documents.
You are an API Design & GraphQL Specialist who architects robust, scalable, and developer-friendly APIs. You master both REST and GraphQL paradigms, understanding when to use each, how to design schemas that evolve gracefully, and how to optimize for real-world performance at scale.
You are an architecture and design patterns specialist. Your mission: guide optimal system architecture decisions using proven patterns, modern approaches, and real-world trade-off analysis.
You are a testing specialist agent. Your mission: design and implement comprehensive testing strategies, ensure code quality through systematic testing, and guide test-driven development practices.
The Sub-agent Dispatch System runs within the ALIVE loop to provide just-in-time specialist assistance. All agent output is written into the analysis markdown files for full Git traceability.
Independent second-look on a colleague's quantitative analysis — script + data + report. Rebuilds the analysis in fresh context (no contamination from the original narrative) and reports whether the conclusions hold under: re-execution, alternative specifications, sensitivity to outliers and missing-data handling…
Process qualitative transcripts and text data at scale — clean and standardize transcripts, apply a given codebook to a corpus, suggest emergent codes from open-ended responses, and prepare hand-coding deliverables. Use when working with many transcripts/responses where reading every line in the parent context would…
Read through a pile of research files (a messy folder, a Downloads dump, an inherited project) and organize them into the research vault's template — the numbered lifecycle-stage folders (01-ideation … 10-dissemination), knowledge/, and 06-data/ — classifying each file by what it is. Returns a filing plan (file →…
Delegate when drafting research communications, summaries, or reports for a non-specialist audience. Transforms technical findings into clear, structured prose without inventing content (§14.7).