OpenClaw Skill
An OpenClaw Skill is a self-contained capability package — a directory with a `SKILL.md` file — that teaches the OpenClaw agent how to interact with an external tool, API, or workflow. Skills load into the agent's context at session start and are invoked through natural chat or slash commands.
Skills shipped with OpenClaw on its November 24, 2025 debut as Clawdbot and became the primary extension mechanism as the project exploded to 362k GitHub stars. By February 2026, ClawHub (the public registry, 8.2k stars) hosted 13,729 community-built skills — spanning code tools, browser automation, productivity, and specialist verticals. A parallel awesome-openclaw-skills curation (46.9k stars) catalogues 5,211 vetted skills across 25+ categories.
A skill for the Longbridge CLI pairs natural-language prompts with quantitative trading workflows: configure the skill in `~/.openclaw/skills/longbridge/`, and OpenClaw routes portfolio queries through the CLI without any code. The skill directory ships with a `SKILL.md` that defines the tool's description, binary requirements, and step-by-step agent instructions.
Think of it as a Homebrew formula for AI agent capabilities — one directory installs a new power.
See nascent terms 7 days before everyone, unlock every stage filter, and get weekly early alerts.
Why is it emerging now?
OpenClaw's explosive rise to 362k GitHub stars made its skill format the de-facto standard for agent plugin packaging. ClawHub hosts 13,729 community skills; an independent security audit flagged 1,103 as malicious — putting the skill ecosystem at the center of both the opportunity and the risk narrative in April 2026.
Search Interest
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Nascent0–7 days
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Emergent8–30 days
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Validating31–90 days
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Rising91–180 days
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Established ← now180 days +
Outlook
6-month signal projection and commercial timeline.
362k-star parent platform; ClawHub skill registry now the default extension point for every OpenClaw integration.
Risk · Malicious skill proliferation (1,103 flagged in one audit) could push enterprise users to curated allow-lists, shrinking the open registry's relevance.
Analogs · VS Code extension · npm package · Homebrew formula
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nowSkill builds + security audits
Builders earn $100–$1,000/month per skill portfolio; security-audit tools charge per-scan on ClawHub installs.
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3-6moVertical skill bundles
Enterprise-focused skill bundles (legal, finance, DevOps) commanding $800–$1,200/month retainers.
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6-12moPaid marketplace or curation layer
If ClawHub adds paid listings or trust-scoring, vetted skill publishers capture outsized share.
Competition & Opportunity for term “OpenClaw Skill”
Signals derived from the tracked queries, the term's monetization cards, and its cluster neighbors. Heuristic except where marked measured (Google KD).
Ideas for term “OpenClaw Skill”
Buildable pitches — turn this term into an article, site, product, post, newsletter, video, or course. Steal any card and run with it.
High search intent: 'how to create openclaw skill' and 'SKILL.md format' have zero authoritative tutorials outside DataCamp. A step-by-step guide fills a real SERP gap.
Skills (SKILL.md, text-based) and MCP servers (protocol-based) overlap in use cases. A clear comparison guide fills a real developer decision gap.
RankClaw audited 14,706 skills and found 1,103 malicious. A step-by-step vetting guide captures the security-minded reader segment.
Curated 'best X' list with install commands performs well in SERP; awesome-openclaw-skills has 5,211 entries but no editorial ranking.
The official ClawHub registry is CLI-first and lacks quality signals. A web-first directory with malicious-skill filtering and compatibility badges is first-mover territory.
Writing SKILL.md frontmatter is fiddly; a GUI that validates fields, tests the skill locally, and publishes to ClawHub removes the biggest friction point for non-developer skill authors.
RankClaw did a one-time audit; no continuous monitor exists. A tool that watches installed skills against CVE feeds and behaviour-analysis rules solves a documented pain point.
The skill ecosystem moves fast enough (13k+ entries, weekly new releases) to anchor a subscription newsletter. Audience: 135k live OpenClaw instances, each a potential subscriber.
RankClaw scanned all 14,706 skills in ClawHub and flagged 1,103 as malicious. Most OpenClaw users installed at least one.
OpenClaw shipped SKILL.md in November 2025. By April 2026 Claude Code, Codex CLI, and Gemini CLI all load AgentSkills-compatible directories. The format escaped its host.
A ClawHub skill is a plain-text directory. Some builders are clearing $20,000 a month selling them. Here's the playbook.
What People Search
Long-tail queries from Google Suggest + Trends. Volume and competition are heuristics — directional, not audited. Content Type comes from query shape.
SERP of term “OpenClaw Skill”
What searchers see today — organic results on top, paid ads if anyone's bidding. Ad density is a real-time commercial signal.
FAQ
What is OpenClaw Skill?
An OpenClaw Skill is a self-contained capability package — a directory with a `SKILL.md` file — that teaches the OpenClaw agent how to interact with an external tool, API, or workflow.
Why is OpenClaw Skill emerging now?
OpenClaw's explosive rise to 362k GitHub stars made its skill format the de-facto standard for agent plugin packaging. ClawHub hosts 13,729 community skills; an independent security audit flagged 1,103 as malicious — putting the skill ecosystem at the center of both the opportunity and the risk narrative in April 2026.
When did OpenClaw Skill emerge?
Publicly emerged around 2025-11-24 (about 260 days ago as of 2026-08-11). EarlyTerms first recorded a pipeline signal on 2026-04-22.
Related Terms
Other terms in the same space — aliases, subtypes, competitors, and neighbors to explore next.
- Part of OpenClaw OpenClaw is an open-source self-hosted personal AI agent: a long-running runtime that connects to any LLM (Claude, GPT, DeepSeek, Kimi,… →
- Part of agent-harness An agent harness is the middleware between a large language model and the real world — code that runs the agent loop, calls tools,… →
- Part of agentic-frameworks Agentic frameworks are software toolkits that wire a language model into a running agent — orchestrating the loop, tool calls, memory,… →
- Competitor claude-code Claude Code is Anthropic's official command-line coding agent — a terminal tool that reads your codebase, edits files, runs commands,… →
- Competitor Hermes Agent Hermes Agent is an MIT-licensed, self-improving AI agent from Nous Research designed to live on a server — local, VPS, or serverless —… →
- Related clawhub ClawHub is the public skill registry and marketplace for OpenClaw, the self-hosted personal AI agent. →
- Related mcp-server An MCP server is a small, standalone program that exposes one capability — a database, a filesystem, a security scanner, a trading API —… →
- Related mcp-tool An MCP tool is one executable function exposed by an MCP server to a language model over JSON-RPC, defined by a name, description, and… →
- Related agents-md AGENTS.md is an open, vendor-neutral markdown file placed at the root of a repository that tells AI coding agents (Claude Code, Codex… →
- Related agentic-coding Agentic coding is the software-development pattern where an autonomous AI agent plans, writes, tests, and iterates on code against a… →
- Related coding-agents Coding Agents is the category name for AI developer tools that act on code autonomously — reading a repo, planning a change, editing… →
- Related model-context-protocol Model Context Protocol (MCP) is an open, JSON-RPC-2.0-based standard that defines how AI applications talk to external tools, data, and… →
- Related Grill Me Grill Me is a Claude Code skill that runs a relentless, one-question-at-a-time interview to pressure-test a plan or design before a… →
- Related LibTV LibTV is an AI video creation platform from Chinese AI startup LiblibAI that serves both human creators and autonomous AI agents through… →
- Includes Stock Factor Skill A Stock Factor Skill is a packaged AI-agent capability module that wraps quantitative stock-factor analysis — screening, backtesting,… →
- Part of OpenClaw Skills OpenClaw Skills is the registry-backed extension system for OpenClaw: a CLI (`openclaw skills install <slug>`) that discovers, installs,… →
Sources
Primary URLs this report cites — open any to verify the claim yourself.
- 01 OpenClaw Skills — official documentation docs.openclaw.ai ↗
- 02 OpenClaw Creating Skills — official docs docs.openclaw.ai ↗
- 03 openclaw/clawhub on GitHub (8.2k stars) — public skill registry github.com ↗
- 04 VoltAgent/awesome-openclaw-skills on GitHub (46.9k stars) github.com ↗
- 05 KDnuggets — OpenClaw Explained: The Free AI Agent Tool Going Viral in 2026 kdnuggets.com ↗
- 06 AI Tools Kit — 5,700+ OpenClaw Skills: Which Ones Are Safe? (2026) aitoolskit.io ↗
- 07 Medium — The ClawHub Skill Economy: $600–$20,000/month selling AI agents medium.com ↗
- 08 DataCamp — Building Custom OpenClaw Skills: A Hands-On Tutorial datacamp.com ↗