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

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

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

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

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

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

Screen incoming NDAs and classify them as GREEN (standard), YELLOW (needs review), or RED (significant issues). Use when a new NDA comes in from sales or…

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

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

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

Detect and classify candlestick patterns from ingested OHLCV data

Extract entities and relations from source files to build a knowledge graph

Create and manage Cognitum Seed device fleets with firmware policies

Generate templated responses for common legal inquiries and identify when situations require individualized attention. Use when responding to routine legal…

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

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

Pathfinder traversal of the knowledge graph starting from a seed entity

Create a new sequentially numbered database migration with up/down SQL files

Use immediately for any pasted OpenClaw GitHub issue or PR URL/number, and for OpenClaw issue/PR review, triage, duplicate search, opener identity/who wrote…