Crawler Summary

clawctl answer-first brief

Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). --- name: clawctl description: Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). metadata: {"openclaw":{"emoji":"๐Ÿ›ฐ\uFE0F","requires":{"bins":["clawctl"]}}} --- Setup Operational Rhythm Follow this pattern every session: 1. **Check in** โ€” clawctl checkin โ€” register presence, see unread count 2. **Read messages** โ€” clawctl inbox --unread โ€” read ALL messages before doing anythin Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/23/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

clawctl is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 100/100

clawctl

Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). --- name: clawctl description: Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). metadata: {"openclaw":{"emoji":"๐Ÿ›ฐ\uFE0F","requires":{"bins":["clawctl"]}}} --- Setup Operational Rhythm Follow this pattern every session: 1. **Check in** โ€” clawctl checkin โ€” register presence, see unread count 2. **Read messages** โ€” clawctl inbox --unread โ€” read ALL messages before doing anythin

OpenClawself-declared

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 23, 2026

Verifiededitorial-contentNo verified compatibility signals1 GitHub stars

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

1 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 23, 2026

Vendor

Lludlow

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Unpublished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

Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/lludlow/clawctl.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

Lludlow

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance

Auth modes

api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

1 GitHub stars

profilemedium
Observed Feb 24, 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

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

clawctl init                        # create the database
export CLAW_AGENT=your-name         # set identity (falls back to $USER with warning)
export CLAW_DB=~/.openclaw/clawctl.db  # optional, this is the default

text

Agent does work โ†’ clawctl review <id>     (creator auto-notified)
                                    โ†“
Coordinator reviews โ†’ clawctl show <id>   (reads thread + result)
                                    โ†“
           clawctl approve <id> -m "LGTM"     โ†’ task moves to done
           clawctl reject <id> -r "Needs X"   โ†’ task moves to pending (agent re-claims)

text

pending โ†’ claimed โ†’ in_progress โ†’ review โ†’ done (approved)
                  โ†˜ blocked โ†—           โ†˜ pending (rejected)
                                         โ†˜ cancelled

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). --- name: clawctl description: Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). metadata: {"openclaw":{"emoji":"๐Ÿ›ฐ\uFE0F","requires":{"bins":["clawctl"]}}} --- Setup Operational Rhythm Follow this pattern every session: 1. **Check in** โ€” clawctl checkin โ€” register presence, see unread count 2. **Read messages** โ€” clawctl inbox --unread โ€” read ALL messages before doing anythin

Full README

name: clawctl description: Coordination layer for OpenClaw agent fleets (tasks, messaging, activity feed, dashboard). metadata: {"openclaw":{"emoji":"๐Ÿ›ฐ\uFE0F","requires":{"bins":["clawctl"]}}}

Setup

clawctl init                        # create the database
export CLAW_AGENT=your-name         # set identity (falls back to $USER with warning)
export CLAW_DB=~/.openclaw/clawctl.db  # optional, this is the default

Operational Rhythm

Follow this pattern every session:

  1. Check in โ€” clawctl checkin โ€” register presence, see unread count
  2. Read messages โ€” clawctl inbox --unread โ€” read ALL messages before doing anything else
    • If a message is a proposal or approval request, relay it to the coordinator (don't just return HEARTBEAT_OK)
    • If a message asks you to do something, acknowledge it with clawctl msg
  3. Review your work โ€” clawctl list --mine โ€” see what's assigned to you
  4. Pick up work โ€” clawctl next โ€” find highest-priority actionable task
  5. Read task context โ€” clawctl show <id> โ€” read the full detail, message thread, and blockers BEFORE starting
  6. Claim and start โ€” clawctl claim <id> then clawctl start <id>
  7. Coordinate โ€” clawctl msg <agent> "update" --task <id> โ€” send updates during work
  8. Submit for review โ€” clawctl review <id> โ€” this notifies the creator automatically
  9. Move on โ€” clawctl next โ€” pick up the next task

Do NOT call clawctl done directly on tasks that need approval. Use review to submit, then wait for the coordinator to approve or reject.

Review Workflow

This is the approval gate pattern. Use it for any work that needs sign-off.

Agent does work โ†’ clawctl review <id>     (creator auto-notified)
                                    โ†“
Coordinator reviews โ†’ clawctl show <id>   (reads thread + result)
                                    โ†“
           clawctl approve <id> -m "LGTM"     โ†’ task moves to done
           clawctl reject <id> -r "Needs X"   โ†’ task moves to pending (agent re-claims)

As the worker: After review, stop working on that task. Check inbox for the approve/reject decision. If rejected, read the reason with clawctl show <id>, fix the issue, and review again.

As the coordinator: When you see a task in review (via list, board, or inbox notification), use show <id> to inspect the work and message thread, then approve or reject with a reason.

Recovering From Failures

Don't resort to raw SQL. These commands handle recovery:

| Problem | Fix | |---------|-----| | Task stuck in done/cancelled, needs redo | clawctl reset <id> (or --force if not owner) | | Task blocked, blocker resolved | clawctl reset <id> to unblock | | Need to find a task or message | clawctl search "keyword" | | Don't know what a status symbol means | clawctl legend | | Need full context on a task | clawctl show <id> (detail + messages + blockers) |

Decision Tree

| Situation | Command | |-----------|---------| | New task | clawctl add "Subject" -d "Details" | | New task for specific agent | clawctl add "Subject" --for <agent> -d "Details" | | Find work | clawctl next then clawctl claim <id> | | Understand a task | clawctl show <id> โ€” read detail, thread, blockers | | Blocked | clawctl block <id> --by <blocker-id> and clawctl msg <owner> "blocked on #<id>" | | Work done, needs approval | clawctl review <id> โ€” creator auto-notified | | Work done, no approval needed | clawctl done <id> -m "Result" | | Approve submitted work | clawctl approve <id> or clawctl approve <id> -m "note" | | Reject submitted work | clawctl reject <id> -r "reason" | | Redo a completed/cancelled task | clawctl reset <id> (back to pending) | | Hand off to another agent | clawctl msg <agent> "Ready for you" --task <id> --type handoff | | Find something | clawctl search "query" โ€” searches tasks and messages | | Catch up | clawctl feed --last 20 or clawctl summary | | Link artifacts | Add --meta '{"note":"path/to/file"}' to mutating commands |

Task Statuses

pending โ†’ claimed โ†’ in_progress โ†’ review โ†’ done (approved)
                  โ†˜ blocked โ†—           โ†˜ pending (rejected)
                                         โ†˜ cancelled

Use clawctl legend to see all status symbols and their meanings.

list excludes done/cancelled by default. Blocked tasks show their blocker IDs inline. Use --all for history (newest first).

Commands

Tasks

| Command | Description | |---------|-------------| | add SUBJECT | Create task. -d desc, -p 0\|1\|2 priority, --for AGENT assign, --parent ID | | list | Active tasks. --mine, --status STATUS, --owner AGENT, --all | | next | Highest-priority actionable task for current agent | | show ID | Full detail: status, description, message thread, blockers | | search QUERY | Search tasks and messages by keyword | | claim ID | Claim task. --force overrides ownership, --meta JSON | | start ID | Begin work (in_progress). --meta JSON | | done ID | Complete. -m note, --force, --meta JSON | | review ID | Submit for review (auto-notifies creator). --meta JSON | | approve ID | Approve a reviewed task (moves to done). -m note, --meta JSON | | reject ID | Reject a reviewed task (back to pending). -r reason, --meta JSON | | reset ID | Move done/cancelled/blocked back to pending. --force, --meta JSON | | cancel ID | Cancel task. --meta JSON | | block ID --by OTHER | Mark blocked. --meta JSON | | board | Kanban board grouped by status | | legend | Status symbol reference |

Messages

| Command | Description | |---------|-------------| | msg AGENT BODY | Send message. --task ID, --type TYPE (comment, status, handoff, question, answer, alert) | | broadcast BODY | Alert all agents | | inbox | Read messages. --unread for unread only |

Fleet

| Command | Description | |---------|-------------| | checkin | Heartbeat โ€” update presence, report unread count | | register NAME | Register agent. --role TEXT | | fleet | All agents with status and current task | | whoami | Identity, role, and DB path |

Monitoring

| Command | Description | |---------|-------------| | feed | Activity log. --last N, --agent NAME, --meta | | summary | Fleet overview with counts and recent events | | dashboard | Web UI. --port INT, --stop, --verbose |

Critical Rules for Agents

  1. Always read inbox first. Don't skip messages โ€” they may contain approvals, rejections, or handoff requests.
  2. Always show <id> before working. Read the full context: description, thread, blockers. Don't start blind.
  3. Use review, not done, when approval is needed. The coordinator decides when work is complete.
  4. Relay important messages. If your inbox contains a proposal or question for the coordinator, forward it. Don't swallow it.
  5. Use reset for retries. If a task failed or needs to be redone, reset it. Don't use raw SQL.
  6. Use search to find things. Don't grep the database. clawctl search "keyword" checks tasks and messages.
  7. Send updates during long work. clawctl msg <coordinator> "progress update" --task <id> keeps everyone informed.

Contract & API

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

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

api_key

Streaming

No

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/lludlow-clawctl/snapshot"
curl -s "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract"
curl -s "https://xpersona.co/api/v1/agents/lludlow-clawctl/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

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 โ€ข (~400 MCP servers for AI agents) โ€ข AI Automation / AI Agent with MCPs โ€ข AI Workflows & AI Agents โ€ข 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 | ๐ŸŒŸ 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": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/lludlow/clawctl#input",
  "outputSchemaRef": "https://github.com/lludlow/clawctl#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:44:10.862Z",
  "sourceUpdatedAt": "2026-02-24T19:44:10.862Z",
  "freshnessSeconds": 4419947
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/lludlow-clawctl/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/lludlow-clawctl/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/lludlow-clawctl/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:29:57.991Z"
    }
  },
  "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": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:44:10.862Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:10.862Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/lludlow/clawctl#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:44:10.862Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Lludlow",
    "href": "https://github.com/lludlow/clawctl",
    "sourceUrl": "https://github.com/lludlow/clawctl",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "1 GitHub stars",
    "href": "https://github.com/lludlow/clawctl",
    "sourceUrl": "https://github.com/lludlow/clawctl",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/lludlow-clawctl/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/lludlow-clawctl/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท 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 clawctl and adjacent AI workflows.