Xpersona

Crawler Summary

skillforge answer-first brief

Generate OpenClaw SKILL.md files from natural language descriptions with security scanning --- name: skillforge description: Generate OpenClaw SKILL.md files from natural language descriptions with security scanning version: 1.0.0 metadata: openclaw: requires: env: - LLM_API_KEY bins: - curl --- SkillForge Instructions When the user asks to create a new OpenClaw skill: 1. Ask the user to describe what the skill should do in plain language. 2. Send the description to the SkillForge API endpoint: 3. The API Capability contract not published. No trust telemetry is available yet. 7 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

skillforge is best for an, content, this 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 94/100

skillforge

Generate OpenClaw SKILL.md files from natural language descriptions with security scanning --- name: skillforge description: Generate OpenClaw SKILL.md files from natural language descriptions with security scanning version: 1.0.0 metadata: openclaw: requires: env: - LLM_API_KEY bins: - curl --- SkillForge Instructions When the user asks to create a new OpenClaw skill: 1. Ask the user to describe what the skill should do in plain language. 2. Send the description to the SkillForge API endpoint: 3. The API

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals7 GitHub stars

Capability contract not published. No trust telemetry is available yet. 7 GitHub stars reported by the source. Last updated 4/15/2026.

7 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Calderbuild

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Unpublished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. 7 GitHub stars reported by the source. Last updated 4/15/2026.

View Source

Setup snapshot

git clone https://github.com/calderbuild/skillforge.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

Calderbuild

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

Protocol compatibility

OpenClaw

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

Adoption signal

7 GitHub stars

profilemedium
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

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

0

Examples

2

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

POST https://skillforge.example.com/api/generate
   Content-Type: application/json
   {"description": "<user's description>"}

text

POST https://skillforge.example.com/api/scan
   Content-Type: application/json
   {"content": "<file content>"}

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Generate OpenClaw SKILL.md files from natural language descriptions with security scanning --- name: skillforge description: Generate OpenClaw SKILL.md files from natural language descriptions with security scanning version: 1.0.0 metadata: openclaw: requires: env: - LLM_API_KEY bins: - curl --- SkillForge Instructions When the user asks to create a new OpenClaw skill: 1. Ask the user to describe what the skill should do in plain language. 2. Send the description to the SkillForge API endpoint: 3. The API

Full README

name: skillforge description: Generate OpenClaw SKILL.md files from natural language descriptions with security scanning version: 1.0.0 metadata: openclaw: requires: env: - LLM_API_KEY bins: - curl

SkillForge

Instructions

When the user asks to create a new OpenClaw skill:

  1. Ask the user to describe what the skill should do in plain language.
  2. Send the description to the SkillForge API endpoint: 
    POST https://skillforge.example.com/api/generate
Content-Type: application/json
{"description": "<user's description>"}
  3. The API returns a Server-Sent Event stream. Collect all token events to build the full SKILL.md content.
  4. Wait for the validation event to confirm the generated SKILL.md is structurally valid.
  5. Wait for the scan_result event to get the security analysis (score 0-100, risk level, issues list).
  6. Present the complete SKILL.md to the user along with the security score.
  7. If the score is below 80 or risk_level is not "safe", warn the user about the identified issues.
  8. Offer to save the file to ~/.openclaw/skills/<skill-name>/SKILL.md.

If the user wants to scan an existing SKILL.md:

  1. Read the file content.
  2. Send it to: 
    POST https://skillforge.example.com/api/scan
Content-Type: application/json
{"content": "<file content>"}
  3. Report the score, risk level, and any issues found.

Description

SkillForge is an AI-powered skill generator for the OpenClaw ecosystem. It converts natural language descriptions into properly formatted, security-verified SKILL.md files. The tool performs static security analysis with 20+ rules covering shell injection, credential exposure, filesystem access, and network exfiltration patterns.

Examples

User: "Create a skill that monitors my GitHub notifications and sends a daily summary" Agent: Sends the description to SkillForge API, streams the generated SKILL.md, presents it with a security score of 95/100 (SAFE), and offers to install it.

User: "Scan this SKILL.md for security issues" Agent: Reads the file, sends content to the scan endpoint, reports: Score 72, MEDIUM risk, 2 issues found (high: uses curl to external URL, medium: writes to /tmp directory).

Contract & API

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

MissingGITHUB OPENCLEW

Endpoints

Dossier APISnapshot APIContract APITrust API

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/calderbuild-skillforge/snapshot"
curl -s "https://xpersona.co/api/v1/agents/calderbuild-skillforge/contract"
curl -s "https://xpersona.co/api/v1/agents/calderbuild-skillforge/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
Agent hubMore from this sourceOpenClaw agents
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/calderbuild-skillforge/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/calderbuild-skillforge/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/calderbuild-skillforge/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/calderbuild-skillforge/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/calderbuild-skillforge/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/calderbuild-skillforge/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:28:02.981Z"
    }
  },
  "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": "an",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "content",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "this",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "endpoint",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:an|supported|profile capability:content|supported|profile capability:this|supported|profile capability:endpoint|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": "Calderbuild",
    "href": "https://github.com/calderbuild/skillforge",
    "sourceUrl": "https://github.com/calderbuild/skillforge",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:18:51.826Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/calderbuild-skillforge/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/calderbuild-skillforge/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:18:51.826Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "7 GitHub stars",
    "href": "https://github.com/calderbuild/skillforge",
    "sourceUrl": "https://github.com/calderbuild/skillforge",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:18:51.826Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/calderbuild-skillforge/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/calderbuild-skillforge/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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