Crawler Summary

kung-fu answer-first brief

A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "find skills for X", "search for skills", or when you lack expertise in a specific technology. --- name: kung-fu description: A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "fi Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

kung-fu is best for install workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 94/100

kung-fu

A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "find skills for X", "search for skills", or when you lack expertise in a specific technology. --- name: kung-fu description: A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "fi

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Johnhenry

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/johnhenry/kung-fu.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Johnhenry

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

npx -y add-skill --help

bash

npx -y add-skill <repository> --list

bash

> npx -y add-skill vercel-labs/agent-skills --list

┌   skills
│
◇  Source: https://github.com/vercel-labs/agent-skills.git
│
◇  Repository cloned
│
◇  Found 2 skills
│
◇  Available Skills
│
│    vercel-react-best-practices
│
│      React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
│
│    web-design-guidelines
│
│      Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

bash

curl -s "https://skills.sh/api/search?q=<query>&limit=<limit>"

bash

curl -s "https://skills.sh/api/search?q=<query>&limit=<limit>"

bash

curl -s "https://skills.sh/api/search?q=flask&limit=10"

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "find skills for X", "search for skills", or when you lack expertise in a specific technology. --- name: kung-fu description: A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "fi

Full README

name: kung-fu description: A package manager for AI knowledge. Meta-skill for on-demand skill discovery and installation — search curated local repositories or the global skills.sh registry. Self-teaching capability that finds, evaluates, and installs relevant skills when the agent lacks expertise. Use when encountering unfamiliar frameworks, languages, tools, or domains. Use when you need to "learn a skill", "find skills for X", "search for skills", or when you lack expertise in a specific technology. context: fork

Learning Skills

Overview

This skill runs in a forked context and helps you discover and install relevant skills for a given task using a two-tier approach:

  1. Local repositories (preferred): Search through known, validated repositories in @./SKILL_REPOSITORIES.md
  2. Remote search (fallback): Query the skills.sh API to discover skills from the broader ecosystem

Context: When invoked, use $ARGUMENTS to understand what skills are needed. For example, if invoked as /kung-fu Flask API with authentication, search for Flask and authentication-related skills.

First, run the add-skill CLI with the help flag to get a general understanding of what it does and how it works:

npx -y add-skill --help

Source Formats

The CLI accepts multiple repository formats:

| Format | Example | |--------|---------| | GitHub shorthand | vercel-labs/agent-skills | | Full GitHub URL | https://github.com/vercel-labs/agent-skills | | Direct skill path | https://github.com/vercel-labs/agent-skills/tree/main/skills/frontend-design | | GitLab repository | https://gitlab.com/org/repo | | Generic git URL | git@github.com:vercel-labs/agent-skills.git |

CLI Flags Reference

| Flag | Purpose | |------|---------| | -l, --list | Display available skills without installing | | -s, --skill <skills...> | Install only specified skills by name | | -a, --agent <agents...> | Target specific agents (see @./AGENTS.md) | | -g, --global | Install to user directory instead of project-level | | -y, --yes | Skip confirmation prompts | | -h, --help | Show help information |

Reading

Read from the list of repositories in @./SKILL_REPOSITORIES.md and run each one:

npx -y add-skill <repository> --list

This displays a list of skill names and their associated descriptions.

Example

> npx -y add-skill vercel-labs/agent-skills --list

┌   skills
│
◇  Source: https://github.com/vercel-labs/agent-skills.git
│
◇  Repository cloned
│
◇  Found 2 skills
│
◇  Available Skills
│
│    vercel-react-best-practices
│
│      React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
│
│    web-design-guidelines
│
│      Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

Do this for all known skill repositories.

Remote Search (skills.sh)

If no relevant skills are found in the known repositories, or if the user explicitly requests a remote search, use the skills.sh API to discover skills from the broader ecosystem.

When to use remote search:

  • User explicitly asks to "search for skills" or "find skills remotely"
  • No relevant skills found in @./SKILL_REPOSITORIES.md for the task at hand
  • Working with an unfamiliar technology or domain

Important: Before searching remotely, ask the user for confirmation unless they explicitly requested it.

Search API

curl -s "https://skills.sh/api/search?q=<query>&limit=<limit>"

| Parameter | Description | |-----------|-------------| | q | Search query (e.g., "flask", "terraform", "react testing") | | limit | Maximum results to return (default: 10, max: 50) |

Example Search

curl -s "https://skills.sh/api/search?q=flask&limit=10"

Response:

{
  "query": "flask",
  "searchType": "fuzzy",
  "skills": [
    {
      "id": "flask",
      "name": "flask",
      "installs": 70,
      "topSource": "jezweb/claude-skills"
    },
    {
      "id": "flask-api-development",
      "name": "flask-api-development",
      "installs": 11,
      "topSource": "aj-geddes/useful-ai-prompts"
    }
  ],
  "count": 2,
  "duration_ms": 2
}

Remote Search Workflow

  1. Search for skills matching your task:

    curl -s "https://skills.sh/api/search?q=<technology>&limit=20"
    
  2. Extract repositories from the topSource field in each result.

  3. List descriptions from discovered repositories:

    npx -y add-skill <topSource> --list
    
  4. Evaluate the skill descriptions to determine relevance.

  5. Install relevant skills using the standard installation command.

Example: Finding Flask Skills

# Step 1: Search for flask skills
curl -s "https://skills.sh/api/search?q=flask&limit=10"

# Step 2: List skills from discovered repositories
npx -y add-skill jezweb/claude-skills --list
npx -y add-skill aj-geddes/useful-ai-prompts --list

# Step 3: Install the relevant skill
npx -y add-skill jezweb/claude-skills -y -a claude-code --skill flask

Deciding

Now that you see all available skills, install any skills that are related to the task at hand:

npx -y add-skill <repository> -y -a <agent-name> --skill <skill-name>

The agent name is the name of the agent you are using. See @./AGENTS.md for acceptable values.

Example

If your thoughts are along the lines of "I'm creating a website," you should identify web-design-guidelines as a good skill to learn:

npx -y add-skill vercel-labs/agent-skills -y -a claude-code --skill web-design-guidelines

You can install multiple skills by repeating the --skill flag:

npx -y add-skill <repository> -y -a <agent-name> --skill <skill-a> --skill <skill-b> --skill <skill-c>

You may also install all skills from a repository at once:

npx -y add-skill <repository> -y -a <agent-name> --all

For global installation (user directory instead of project-level), add the -g flag:

npx -y add-skill <repository> -y -g -a <agent-name> --skill <skill-name>

Acknowledgment

After successfully installing skills, announce what you've learned using proper grammar:

One skill:

I know Terraform.

Two skills:

I know Terraform and Flask.

Three or more skills:

I know Terraform, Flask, and React.

This confirms to the user that the knowledge upload is complete.

Telemetry

To disable anonymous usage data collection:

DISABLE_TELEMETRY=1 npx -y add-skill <repository> --list

Telemetry is automatically disabled in CI environments.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/snapshot"
curl -s "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/contract"
curl -s "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/johnhenry-kung-fu/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/johnhenry-kung-fu/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/johnhenry-kung-fu/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:33:47.217Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "install",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:install|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Johnhenry",
    "href": "https://github.com/johnhenry/kung-fu",
    "sourceUrl": "https://github.com/johnhenry/kung-fu",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:15:00.242Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:15:00.242Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/johnhenry-kung-fu/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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