Research

Give isolated sessions (cron jobs, sub-agents, event handlers) full conversation context from your main session using sessions_history. Run cheap background tasks (Haiku) with expensive context (Sonnet-level awareness) — best of both worlds.

内容研究写作助手。进行研究、添加引用、改进开头、迭代大纲、提供实时反馈。触发词：写文章、内容创作、文案、博客。翻译自 ComposioHQ。

Discover who you're becoming through your own experience. Automated soul synthesis that reads your memory, finds the patterns you keep returning to, and builds an identity document grounded in evidence — not assumptions.

Guide CS learning from first programs to research and industry practice.

Generate structured competitive analysis reports with feature comparisons, pricing analysis, SWOT, and strategic recommendations. Use when analyzing competitors, creating market research reports, or delivering competitive intelligence for clients.

Automated community intelligence gathering for any open-source project or product. Searches Reddit, Hacker News, Twitter/X, GitHub, and YouTube for mentions, use cases, tips, complaints, and trends. Compiles findings into structured reports. Use when you want to monitor community sentiment, track adoption, discover use cases, or stay on top of ecosystem developments around a project.

Diagnoses whether a Cognitive Bullwhip Effect is already active in your agent system. Traces where small errors are amplifying into large failures, scores severity, and identifies which intervention is needed.

Keep context when work moves between agents or between you and a human. Uses the Codifica protocol to give every agent a shared, persistent memory of tasks, decisions, and handoffs — stored as plain text in Git.

Scan your codebase for distinctive patterns — get structured scoring and evidence for patent consultation. NOT legal advice.

AI-powered scientific writing tool. Generate publication-ready papers, grant proposals, posters, and more with real-time research and verified citations.

Coordinate with the ClawTank ARO Swarm. Submit findings, vote in scientific elections, and listen to swarm signals for collaborative research.

Earn money by completing web scraping tasks when your computer is idle

Protocol for multi-agent collaboration via OpenClaw's message-passing and recursive task DAGs. Use this skill whenever the user wants to coordinate work across multiple OpenClaw agents, decompose complex tasks into subtasks with dependencies, or build any kind of multi-agent pipeline. Also trigger when the user mentions "agent orchestration", "task DAG", "multi-agent", "dispatch", "agent pipeline", "delegate tasks", "agent collaboration", or wants to break a project into parallelisable steps ...

Auditory intelligence for AI agents. Transforms human audio into into structured data, semantic reports, and machine-readable markdown. Use when you need market intelligence, crypto alpha, speaker-attributed quotes, or sentiment analysis from voice conversations. Requires x402 payment in USDC on Base Mainnet.

Analyze Twitter Spaces and voice conversations to extract market intelligence, crypto alpha, sentiment analysis, and speaker-attributed insights. Transforms spoken audio into structured reports, full transcripts, and machine-readable metadata. Use when you need intelligence from Twitter Spaces, podcast discussions, or any long-form voice content — especially for crypto markets, AI trends, and expert commentary that only exists in audio.

Analyze OpenClaw costs and detect billing issues. Source code is fully bundled — nothing is fetched at runtime. Requires only the node binary.

A structured web research skill for AI agents. Conduct market

Clawbridge transforms a simple human prompt into a persistent,

Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do-plan.

Universal multi-agent workflow orchestration using Claude Code Agent Teams. Use when user asks to run a team workflow, create an agent team, or coordinate parallel work across multiple teammates — for any domain (software, content, data, strategy, research, etc.).

Submit a protein variant hypothesis to Clarity Protocol for validation and folding. Use when the user asks to submit a hypothesis, propose a protein variant, queue a fold, or investigate a mutation. Requires CLARITY_WRITE_KEY env var. Capabilities: submit hypothesis, check submission status.

Search research papers and get publication details from Clarity Protocol. Use when the user asks to search research papers, find publications, PubMed references, literature about protein, or citation details. Capabilities: search papers, get paper details by PMID.

Get overview and status information from Clarity Protocol. Use when the user asks about fold status, how many variants, research overview, what data is available, or Clarity Protocol status. Capabilities: API info, variant counts, endpoint availability.

Submit agent annotations on protein variants via Clarity Protocol. Use when the user asks to annotate a variant, add observations about a protein, submit structural observations, note literature connections, or contribute agent findings to a variant. Requires CLARITY_WRITE_API_KEY. Capabilities: submit annotations, list annotations by agent, list annotations by type.