全部能力

Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report

Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships…

Orchestrate firmware rollouts with canary deployment and anomaly-gated advancement

Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when…

Find, read, download, and locally cache academic papers. Disambiguate ambiguous queries, discover via keyword search / citation traversal / recommendations /…

research-synthesize — an installable skill for AI agents, published by ruvnet/ruflo.

Verifies claims in .md files (paths, versions, counts, configs, endpoints) against codebase, cross-checks contradictions. Use when auditing docs accuracy.

Document brownfield projects for AI context. Use when the user says "document this project" or "generate project docs"

Use when designing animations for educational platforms, e-learning, tutoring apps, or skill-building experiences

Turn validated benchmark research into campaign briefs and concept candidates for short-form video production. Use this when you already have research…

Query knowledge artifacts across all locations. Triggers: "find learnings", "search patterns", "query knowledge", "what do we know about", "where is the plan".

Create a detailed execution plan/spec/prd for implementing features or refactors in a codebase by leveraging existing research in the codebase.

Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings

Run the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store the spec in memory

Conduct market research on competition and customers. Use when the user says they need market research

Look up current research information using parallel-cli search (primary, fast web search), the Parallel Chat API (deep research), or Perplexity…

Generate documentation for new components. Use when writing docs, documenting components, or creating component documentation.

Run the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate documentation

Technical documentation specialist and knowledge curator. Use when the user asks to talk to Paige or requests the tech writer.

Aggregate and display system metrics with anomaly detection for a time period