Crawler Summary

openclaw-mentor answer-first brief

This skill should be used when the user asks to "ask about OpenClaw", "query OpenClaw docs", "how does OpenClaw work", "OpenClaw help", "openclaw mentor", or needs guidance on OpenClaw configuration, CLI commands, channels, agents, skills, memory, deployment, or troubleshooting. --- name: openclaw-mentor description: This skill should be used when the user asks to "ask about OpenClaw", "query OpenClaw docs", "how does OpenClaw work", "OpenClaw help", "openclaw mentor", or needs guidance on OpenClaw configuration, CLI commands, channels, agents, skills, memory, deployment, or troubleshooting. version: 0.1.0 tools: Read, WebSearch argument-hint: <OpenClaw question in any language> disable-mode Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

openclaw-mentor is best for general automation 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

openclaw-mentor

This skill should be used when the user asks to "ask about OpenClaw", "query OpenClaw docs", "how does OpenClaw work", "OpenClaw help", "openclaw mentor", or needs guidance on OpenClaw configuration, CLI commands, channels, agents, skills, memory, deployment, or troubleshooting. --- name: openclaw-mentor description: This skill should be used when the user asks to "ask about OpenClaw", "query OpenClaw docs", "how does OpenClaw work", "OpenClaw help", "openclaw mentor", or needs guidance on OpenClaw configuration, CLI commands, channels, agents, skills, memory, deployment, or troubleshooting. version: 0.1.0 tools: Read, WebSearch argument-hint: <OpenClaw question in any language> disable-mode

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 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 4/15/2026.

1 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Joneshong Skills

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Unpublished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. 1 GitHub stars reported by the source. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/joneshong-skills/openclaw-mentor.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

Joneshong Skills

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

Protocol compatibility

OpenClaw

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

Adoption signal

1 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

Artifacts Archive

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

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

5

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

"Show me the full openclaw.json schema for [agents|channels|models|skills|session|gateway]"
"How to configure [feature] in openclaw.json with examples"

text

"What are all the flags for openclaw [subcommand]?"
"How to use openclaw [command] for [specific task]?"

text

"Step-by-step setup for [WhatsApp|Telegram|Discord|Signal|Slack|iMessage] channel"
"How to configure message filtering for [channel] groups"

text

"How to diagnose [specific error or symptom] in OpenClaw"
"What does openclaw doctor check and how to fix common issues"

text

### YYYY-MM-DD — Brief title
- **Friction**: What went wrong or was suboptimal
- **Fix**: How it was resolved
- **Rule**: Generalizable takeaway for future invocations

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

This skill should be used when the user asks to "ask about OpenClaw", "query OpenClaw docs", "how does OpenClaw work", "OpenClaw help", "openclaw mentor", or needs guidance on OpenClaw configuration, CLI commands, channels, agents, skills, memory, deployment, or troubleshooting. --- name: openclaw-mentor description: This skill should be used when the user asks to "ask about OpenClaw", "query OpenClaw docs", "how does OpenClaw work", "OpenClaw help", "openclaw mentor", or needs guidance on OpenClaw configuration, CLI commands, channels, agents, skills, memory, deployment, or troubleshooting. version: 0.1.0 tools: Read, WebSearch argument-hint: <OpenClaw question in any language> disable-mode

Full README

name: openclaw-mentor description: This skill should be used when the user asks to "ask about OpenClaw", "query OpenClaw docs", "how does OpenClaw work", "OpenClaw help", "openclaw mentor", or needs guidance on OpenClaw configuration, CLI commands, channels, agents, skills, memory, deployment, or troubleshooting. version: 0.1.0 tools: Read, WebSearch argument-hint: <OpenClaw question in any language> disable-model-invocation: true

OpenClaw Mentor

An AI mentor for OpenClaw — the self-hosted multi-channel AI agent gateway. Instead of containing all knowledge internally, this skill uses the smart-search skill to query the openclaw/openclaw repository documentation on demand.

Core Principle

When answering OpenClaw questions, always query live documentation first via the smart-search skill rather than relying on potentially outdated knowledge. OpenClaw evolves rapidly; live documentation is the source of truth.

How to Answer Questions

Step 1: Identify the Topic Area

Map the user's question to one of OpenClaw's main domains:

| Domain | Keywords | Wiki Sections | |--------|----------|---------------| | Installation | install, onboard, setup, daemon | 2.x | | Gateway | gateway, port, WebSocket, service | 3.x | | Configuration | config, openclaw.json, JSON5, settings | 4.x | | Agents | agent, workspace, model, session, sandbox | 5.x | | Tools & Skills | tool, skill, exec, read, browser, cron | 6.x | | Memory | memory, MEMORY.md, daily notes, indexing | 7.x | | Channels | WhatsApp, Telegram, Discord, Signal, iMessage, Slack | 8.x | | Commands | slash command, /model, /new, /reset, directives | 9.x | | Plugins | plugin, extension, custom plugin | 10.x | | Nodes | node, pairing, macOS app, iOS, Android | 11.x | | CLI | openclaw CLI, subcommand, flags | 12.x | | Deployment | deploy, VPS, cloud, Tailscale, Ansible | 13.x | | Troubleshooting | doctor, health, error, fix, debug | 14.x | | Development | architecture, protocol, build, CI/CD | 15.x |

Step 2: Query Documentation

Search for OpenClaw information using these tools directly:

  1. DeepWiki (preferred for OpenClaw): Call mcp__deepwiki__ask_question with repoName: "openclaw/openclaw" and your question. This gives architecture-level understanding of the OpenClaw codebase and docs.
  2. WebSearch (fallback): Use WebSearch for general queries, recent changes, or when DeepWiki lacks coverage. Include "OpenClaw" in the query for better results.

Query writing tips:

  • Be specific: "How to configure WhatsApp channel with group message filtering in OpenClaw" instead of "WhatsApp setup"
  • Ask for examples: "Show example openclaw.json configuration for multi-agent setup with model failover"
  • Request step-by-step: "Step-by-step guide to deploy OpenClaw on a VPS with Tailscale"
  • Include context: "How to troubleshoot OpenClaw Gateway connection timeout on port 18789"
  • Always include "OpenClaw" in the query for better search results

Step 3: Synthesize and Respond

After receiving search results:

  1. Extract the relevant information
  2. Adapt the answer to the user's specific context
  3. Include code examples (config snippets, CLI commands) when applicable
  4. Mention related topics the user might want to explore
  5. Respond in the user's language

Common Query Patterns

Configuration Questions

"Show me the full openclaw.json schema for [agents|channels|models|skills|session|gateway]"
"How to configure [feature] in openclaw.json with examples"

CLI Questions

"What are all the flags for openclaw [subcommand]?"
"How to use openclaw [command] for [specific task]?"

Channel Setup

"Step-by-step setup for [WhatsApp|Telegram|Discord|Signal|Slack|iMessage] channel"
"How to configure message filtering for [channel] groups"

Troubleshooting

"How to diagnose [specific error or symptom] in OpenClaw"
"What does openclaw doctor check and how to fix common issues"

OpenClaw Quick Reference

A minimal reference to orient queries — not a substitute for querying live documentation via smart-search.

Architecture

  • Gateway: Always-on Node.js process, WebSocket on ws://127.0.0.1:18789
  • Agents: Isolated AI runtimes with workspace, sessions, model config, tool policies
  • Channels: Messaging platform integrations (WhatsApp, Telegram, Discord, etc.)
  • Sessions: Conversation state stored as JSONL, keyed by agent:ID:channel:peer
  • Memory: Daily notes (memory/YYYY-MM-DD.md) + curated MEMORY.md
  • Nodes: Companion apps (macOS/iOS/Android) exposing device capabilities

Config File

  • Path: ~/.openclaw/openclaw.json (JSON5 format)
  • Precedence: Env vars > CLI flags > Config file > Defaults
  • Top-level keys: agents, channels, models, skills, session, gateway

Key CLI Commands

  • openclaw onboard — Interactive setup wizard
  • openclaw gateway — Manage Gateway (run/status/install/stop/restart)
  • openclaw channels — Manage channels (list/add/remove/login/logs)
  • openclaw agent — Interact with agents
  • openclaw models — Check model provider auth and availability
  • openclaw doctor — Diagnose and repair common issues
  • openclaw status — Quick health snapshot

Skills System

  • Locations: workspace (~/.openclaw/workspace/skills/), managed (~/.openclaw/skills/), bundled
  • Config: skills section in openclaw.json
  • Each skill: directory with SKILL.md (YAML frontmatter + Markdown instructions)

Continuous Improvement

This skill evolves with each use. After every invocation:

  1. Reflect — Identify what worked, what caused friction, and any unexpected issues
  2. Record — Append a concise lesson to lessons.md in this skill's directory
  3. Refine — When a pattern recurs (2+ times), update SKILL.md directly

lessons.md Entry Format

### YYYY-MM-DD — Brief title
- **Friction**: What went wrong or was suboptimal
- **Fix**: How it was resolved
- **Rule**: Generalizable takeaway for future invocations

Accumulated lessons signal when to run /skill-optimizer for a deeper structural review.

Additional Resources

Reference Files

For detailed topic-specific query templates:

  • references/query-templates.md - Pre-built query templates organized by topic for smart-search

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/joneshong-skills-openclaw-mentor/snapshot"
curl -s "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/contract"
curl -s "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/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 6d 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 7d 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/joneshong-skills-openclaw-mentor/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T06:33:34.474Z"
    }
  },
  "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"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|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": "Joneshong Skills",
    "href": "https://github.com/joneshong-skills/openclaw-mentor",
    "sourceUrl": "https://github.com/joneshong-skills/openclaw-mentor",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:12:33.994Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:12:33.994Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/joneshong-skills/openclaw-mentor",
    "sourceUrl": "https://github.com/joneshong-skills/openclaw-mentor",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:12:33.994Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/joneshong-skills-openclaw-mentor/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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Ads related to openclaw-mentor and adjacent AI workflows.