How should create-skills be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

create-skills answer-first brief

Create Skills - Skill Generator for OpenClaw Create Skills - Skill Generator for OpenClaw 🛠️ A skill for creating new OpenClaw skills following Anthropic MCP best practices --- Overview This skill helps you create new skills for OpenClaw using the Model Context Protocol (MCP) principles from Anthropic. It generates properly structured skills with: - **SKILL.md** - Documentation and usage guide - **scripts/main.py** - Main implementation - **config.json** - Ski Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/14/2026.

Freshness

Last checked 4/14/2026

Best For

create-skills is best for mime workflows where MCP and 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

Card Facts Snapshot Contract Trust

Agent DossierGitHubSafety: 94/100

create-skills

MCPself-declared

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Apr 14, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/14/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP, OpenClaw

Freshness

Apr 14, 2026

Vendor

Shuai Daidai

Artifacts

Benchmarks

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Unpublished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. 1 GitHub stars reported by the source. Last updated 4/14/2026.

View Source

Setup snapshot

git clone https://github.com/Shuai-DaiDai/create-skills.git

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.

Evidence Ledger

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

Verifiededitorial-content

Vendor (1)

Vendor

Shuai Daidai

profilemedium

Observed Apr 14, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

MCP, OpenClaw

contractmedium

Observed Apr 14, 2026Source link Provenance

Adoption (1)

Adoption signal

1 GitHub stars

profilemedium

Observed Apr 14, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

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

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

# Copy skill to your OpenClaw skills directory
cp -r skills/create-skills ~/.openclaw/skills/

# Or use directly from workspace
python3 skills/create-skills/scripts/main.py --help

bash

python3 skills/create-skills/scripts/main.py --interactive

bash

python3 skills/create-skills/scripts/main.py \
  --name "my-skill" \
  --description "Does something useful" \
  --type "tool" \
  --output-dir ./output

bash

# Create a basic tool skill
python3 skills/create-skills/scripts/main.py --quick weather --type tool

# Create a resource skill
python3 skills/create-skills/scripts/main.py --quick file-reader --type resource

text

my-skill/
├── SKILL.md           # Documentation
├── config.json        # Skill configuration
└── scripts/
    ├── main.py       # Main implementation
    └── lib/          # Helper modules (optional)

bash

python3 skills/create-skills/scripts/main.py \
  --name "weather-check" \
  --description "Get current weather for any location" \
  --type tool

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

Create Skills - Skill Generator for OpenClaw

🛠️ A skill for creating new OpenClaw skills following Anthropic MCP best practices

Overview

This skill helps you create new skills for OpenClaw using the Model Context Protocol (MCP) principles from Anthropic. It generates properly structured skills with:

SKILL.md - Documentation and usage guide
scripts/main.py - Main implementation
config.json - Skill configuration

Installation

# Copy skill to your OpenClaw skills directory
cp -r skills/create-skills ~/.openclaw/skills/

# Or use directly from workspace
python3 skills/create-skills/scripts/main.py --help

Usage

Interactive Mode

python3 skills/create-skills/scripts/main.py --interactive

Command Line Mode

python3 skills/create-skills/scripts/main.py \
  --name "my-skill" \
  --description "Does something useful" \
  --type "tool" \
  --output-dir ./output

Quick Create

# Create a basic tool skill
python3 skills/create-skills/scripts/main.py --quick weather --type tool

# Create a resource skill
python3 skills/create-skills/scripts/main.py --quick file-reader --type resource

Skill Types

1. Tool Skills (Most Common)

Execute actions and return results.

Example: API calls, file operations, calculations
MCP Primitive: tools/call

2. Resource Skills

Provide contextual data to AI.

Example: File contents, database records, API responses
MCP Primitive: resources/read

3. Prompt Skills

Reusable interaction templates.

Example: System prompts, few-shot examples
MCP Primitive: prompts/get

4. Server Skills

Full MCP server implementations.

Example: Integration with external services
Transport: stdio or HTTP

Generated Skill Structure

my-skill/
├── SKILL.md           # Documentation
├── config.json        # Skill configuration
└── scripts/
    ├── main.py       # Main implementation
    └── lib/          # Helper modules (optional)

Configuration Options

| Option | Description | Default | |--------|-------------|---------| | --name | Skill name (kebab-case) | Required | | --description | Short description | "A new skill" | | --type | Skill type (tool/resource/prompt/server) | tool | | --author | Author name | "OpenClaw User" | | --version | Initial version | 1.0.0 | | --output-dir | Output directory | ./output |

Best Practices (from Anthropic MCP)

1. Tool Design

Use descriptive names with clear action verbs
Provide comprehensive descriptions
Define JSON Schema for inputs
Return structured content arrays

2. Resource Design

Use URI-based identifiers
Support MIME types
Enable dynamic updates via notifications

3. Error Handling

Return proper JSON-RPC error codes
Provide meaningful error messages
Use progress notifications for long operations

4. Security

Validate all inputs
Use secure transports (TLS for HTTP)
Implement proper authentication
Never expose sensitive credentials

Examples

Example 1: Weather Tool

python3 skills/create-skills/scripts/main.py \
  --name "weather-check" \
  --description "Get current weather for any location" \
  --type tool

Generated tool schema:

{
  "name": "weather_current",
  "title": "Weather Information",
  "description": "Get current weather information for any location",
  "inputSchema": {
    "type": "object",
    "properties": {
      "location": {
        "type": "string",
        "description": "City name or coordinates"
      }
    },
    "required": ["location"]
  }
}

Example 2: File Resource

python3 skills/create-skills/scripts/main.py \
  --name "file-reader" \
  --description "Read and provide file contents" \
  --type resource

Example 3: MCP Server

python3 skills/create-skills/scripts/main.py \
  --name "todo-server" \
  --description "MCP server for todo list management" \
  --type server \
  --transport stdio

MCP Protocol Compliance

This skill generator follows Anthropic's Model Context Protocol specification:

JSON-RPC 2.0 message format
Lifecycle management with capability negotiation
Three core primitives: Tools, Resources, Prompts
Two transport mechanisms: stdio and HTTP
Proper error handling with standard error codes
Notification support for real-time updates

Dependencies

Python 3.8+
No external dependencies (uses standard library)

License

MIT License - Created for OpenClaw ecosystem

Version History

| Version | Date | Changes | |---------|------|---------| | 1.0.0 | 2026-02-23 | Initial release following MCP best practices |

Generated with love by 帅小呆1号 based on Anthropic's "The Complete Guide to Building Skill for Claude"

Contract & API

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

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

MCP: self-declaredOpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/contract"

curl -s "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/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

Ard RegistryUpdated 4h agoRank 94

Brainiall NLP

Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.

MCPmcpmcp-registry

Ard RegistryUpdated 4h agoRank 94

Revuo

Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.

MCPmcpmcp-registry

Ard RegistryUpdated 5h agoRank 94

Inferventis MCP Server

Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

MCPmcpmcp-registry

Ard RegistryUpdated 5h agoRank 94

ShortlistLens

Structured website and review evidence for AI-assisted local-business shortlisting.

MCPmcpmcp-registry

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://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP",
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T23:32:12.971Z"
    }
  },
  "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": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "mime",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile protocol:OPENCLEW|unknown|profile capability:mime|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": "Shuai Daidai",
    "href": "https://github.com/Shuai-DaiDai/create-skills",
    "sourceUrl": "https://github.com/Shuai-DaiDai/create-skills",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:28:19.920Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP, OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:28:19.920Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/Shuai-DaiDai/create-skills",
    "sourceUrl": "https://github.com/Shuai-DaiDai/create-skills",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:28:19.920Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/shuai-daidai-create-skills/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
  }
]