Xpersona
A

Agent Skills Framework Explorer

CLAWHUB · Unverified

AI-powered assistant for exploring, understanding, and building with AI agent skills frameworks — covers Anthropic agent-skills, OpenAI agent SDKs, LangChain tools, CrewAI protocols, and open-source agent skill marketplaces. Built for AI developers and agent builders. Keywords: agent-skills, AI agent framework, LangChain tools, CrewAI, OpenAI Agents SDK, Claude Agent SDK, agent tool ecosystem, skills marketplace, MCP tools, n8n agent nodes, agent protocol. Skill: Agent Skills Framework Explorer Owner: gechengling Summary: AI-powered assistant for exploring, understanding, and building with AI agent skills frameworks — covers Anthropic agent-skills, OpenAI agent SDKs, LangChain tools, CrewAI protocols, and open-source agent skill marketplaces. Built for AI developers and agent builders. Keywords: agent-skills, AI agent framework, LangChain tools, CrewAI, OpenAI Agents S

62
Rank
84
Safety
995
Downloads

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 995 downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Install and run

Setup complexity: low.

clawhub skill install s17ewqc4f2s6gpcbm88hy7fgvn85kg1g:agent-skills-framework-explorer
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  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.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-gechengling-agent-skills-framework-explorer/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

63,070 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: "Agent Skills Framework Explorer"
description: "AI-powered assistant for exploring, understanding, and building with AI agent skills frameworks — covers Anthropic agent-skills, OpenAI agent SDKs, LangChain tools, CrewAI protocols, and open-source agent skill marketplaces. Built for AI developers and agent builders. Keywords: agent-skills, AI agent framework, LangChain tools, CrewAI, OpenAI Agents SDK, Claude Agent SDK, agent tool ecosystem, skills marketplace, MCP tools, n8n agent nodes, agent protocol."
version: "1.0.2"
---

# Agent Skills Framework Explorer

## Overview

## Scope and Safety Policy (read first)

This skill is **advisory only**. It does not install packages, does not execute
shell commands on your behalf, and holds no credentials. Every command block
below is a copy-paste reference for you to run in your own environment after
review.

| Policy | What this means in practice |
|---|---|
| Scope | Framework selection, comparison, migration and integration design for AI agent tooling |
| Out of scope (SQP-1) | General programming help, model training/fine-tuning, non-agent software architecture, and any request unrelated to agent frameworks or tool protocols |
| Version pinning (RP1/T08) | Every `npm`/`npx`/`pip` command below carries an explicit version placeholder. Resolve it to a concrete version from the project's official release page and commit the lockfile. Never rely on a floating `latest` tag in CI. |
| Credential scope (SQP-2) | Use the narrowest token that works: read-only where possible, single-repo rather than org-wide, short-lived rather than permanent. Never paste a real token into a skill file, prompt or issue. |
| Write actions | Any call that creates or mutates a remote resource (e.g. `create_issue`, `send_message`, `merge_pr`) must sit behind an explicit human confirmation step in your own code. Do not wire these directly to autonomous agent output. |
| Data minimisation | Pass the minimum fields a tool needs. Do not forward whole customer records, logs containing PII, or source trees into an agent context to "be safe". |
| Verification | Version numbers, star counts and repository paths here are point-in-time. Verify against upstream before use.

> The trigger list below is deliberately narrow: if your question is not about
> agent frameworks, tool protocols or skill marketplaces, this skill should not
> fire.

A comprehensive guide and assistant for navigating the rapidly evolving AI agent skills framework ecosystem. Whether you're exploring addyosmani/agent-skills (40K+ stars), building with Anthropic's Claude Agent SDK, designing multi-agent pipelines with CrewAI/LangGraph, or connecting tools via MCP protocol — this skill helps you understand, compare, and implement the right framework for your use case.

## Triggers

- "compare agent frameworks"
- "how to use agent-skills"
- "build a multi-agent pipeline with [framework]"
- "what is MCP protocol"
- "CrewAI vs L

_meta.json

{
  "ownerId": "kn74e704j3ygjcygnpf02rdvd185js13",
  "slug": "agent-skills-framework-explorer",
  "version": "1.0.2",
  "publishedAt": 1790572636784
}

skill-card.md

## Description:

Helps developers compare agent frameworks, choose tool integrations, and plan agent workflows and migrations.

This skill is ready for commercial/non-commercial use.

## Publisher:

[gechengling](https://clawhub.ai/user/gechengling)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and agent builders use this skill to compare agent frameworks, select MCP-style tools, and design or migrate multi-agent workflows.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Example installation commands or framework choices may be outdated or unsuitable for a particular environment.

Mitigation: Review commands against official releases, pin dependency versions, and commit lockfiles before use.

Risk: Example tool integrations may expose broad credentials or allow unintended write actions.

Mitigation: Use narrowly scoped, short-lived tokens and require human confirmation before remote changes.

## Reference(s):

- [ClawHub skill listing](https://clawhub.ai/gechengling/skills/agent-skills-framework-explorer)
- [Agent skills framework example](https://github.com/addyosmani/agent-skills)
- [Model Context Protocol documentation](https://modelcontextprotocol.io)

## Skill Output:

**Output Type(s):** [Guidance, Code, Shell commands, Configuration instructions]

**Output Format:** [Markdown with code and command examples]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Advisory only; examples require review before use.]

## Skill Version(s):

1.0.2 (source: frontmatter and release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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