Crawler Summary

grabbit answer-first brief

Control the Grabbit CLI to record browser interactions (HAR) and generate API workflows. Use this skill when the user wants to: (1) Automate browser actions, (2) Capture web traffic for API analysis, (3) Create deterministic workflows from browsing sessions, or (4) Learn how to use the Grabbit CLI commands. --- name: grabbit description: "Control the Grabbit CLI to record browser interactions (HAR) and generate API workflows. Use this skill when the user wants to: (1) Automate browser actions, (2) Capture web traffic for API analysis, (3) Create deterministic workflows from browsing sessions, or (4) Learn how to use the Grabbit CLI commands." --- Grabbit CLI Master the Grabbit CLI to convert browser interactions into st Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

grabbit 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

grabbit

Control the Grabbit CLI to record browser interactions (HAR) and generate API workflows. Use this skill when the user wants to: (1) Automate browser actions, (2) Capture web traffic for API analysis, (3) Create deterministic workflows from browsing sessions, or (4) Learn how to use the Grabbit CLI commands. --- name: grabbit description: "Control the Grabbit CLI to record browser interactions (HAR) and generate API workflows. Use this skill when the user wants to: (1) Automate browser actions, (2) Capture web traffic for API analysis, (3) Create deterministic workflows from browsing sessions, or (4) Learn how to use the Grabbit CLI commands." --- Grabbit CLI Master the Grabbit CLI to convert browser interactions into st

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals2 GitHub stars

Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.

2 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Colebanman

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

Setup snapshot

git clone https://github.com/colebanman/grabbit-skills.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

Colebanman

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

Protocol compatibility

OpenClaw

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

Adoption signal

2 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

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

grabbit validate || grabbit auth

bash

# 1) Auth
grabbit validate || grabbit auth

# 2) List workflows
grabbit workflows

# 3) Install the Grabbit skill in the current directory
grabbit skill install

# 4) Add a workflow as a skill
grabbit add <workflow-id>

# 5) Export API key for tools/agents
grabbit keys show
export GRABBIT_API_KEY="<your-key>"

bash

# 1. Start session & Open URL
    grabbit browse --headed --session <name> open <url>

    # 2. Inspect & Interact
    grabbit browse --session <name> snapshot      # Get @e# refs
    grabbit browse --session <name> click @e1     # Click ref
    grabbit browse --session <name> fill @e2 "data"

    # 3. Verify
    grabbit browse --session <name> screenshot

bash

grabbit save --session <name> "Detailed description. Example Input: 'X'. Example Output: { id: '123' }"

bash

grabbit check <task-id>

bash

# Install as local agent skill
    grabbit add <workflow-id>

    # Install the Grabbit skill in the current directory (recommended)
    grabbit skill install

    # Manage integration keys
    grabbit keys list
    grabbit keys show

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Control the Grabbit CLI to record browser interactions (HAR) and generate API workflows. Use this skill when the user wants to: (1) Automate browser actions, (2) Capture web traffic for API analysis, (3) Create deterministic workflows from browsing sessions, or (4) Learn how to use the Grabbit CLI commands. --- name: grabbit description: "Control the Grabbit CLI to record browser interactions (HAR) and generate API workflows. Use this skill when the user wants to: (1) Automate browser actions, (2) Capture web traffic for API analysis, (3) Create deterministic workflows from browsing sessions, or (4) Learn how to use the Grabbit CLI commands." --- Grabbit CLI Master the Grabbit CLI to convert browser interactions into st

Full README

name: grabbit description: "Control the Grabbit CLI to record browser interactions (HAR) and generate API workflows. Use this skill when the user wants to: (1) Automate browser actions, (2) Capture web traffic for API analysis, (3) Create deterministic workflows from browsing sessions, or (4) Learn how to use the Grabbit CLI commands."

Grabbit CLI

Master the Grabbit CLI to convert browser interactions into stable API workflows.

Core Workflow

  1. Authenticate: Ensure you are logged in.
    grabbit validate || grabbit auth
    

AI Quickstart (Minimal)

# 1) Auth
grabbit validate || grabbit auth

# 2) List workflows
grabbit workflows

# 3) Install the Grabbit skill in the current directory
grabbit skill install

# 4) Add a workflow as a skill
grabbit add <workflow-id>

# 5) Export API key for tools/agents
grabbit keys show
export GRABBIT_API_KEY="<your-key>"
  1. Capture (Session): Always use --session <name> for isolation.

    # 1. Start session & Open URL
    grabbit browse --headed --session <name> open <url>
    
    # 2. Inspect & Interact
    grabbit browse --session <name> snapshot      # Get @e# refs
    grabbit browse --session <name> click @e1     # Click ref
    grabbit browse --session <name> fill @e2 "data"
    
    # 3. Verify
    grabbit browse --session <name> screenshot
    
  2. Generate: Submit the capture with a verbose, example-rich prompt.

    grabbit save --session <name> "Detailed description. Example Input: 'X'. Example Output: { id: '123' }"
    
  3. Poll: Wait for the result.

    grabbit check <task-id>
    
  4. Integrate: Install the workflow as a local skill or use API keys for cURL.

    # Install as local agent skill
    grabbit add <workflow-id>
    
    # Install the Grabbit skill in the current directory (recommended)
    grabbit skill install
    
    # Manage integration keys
    grabbit keys list
    grabbit keys show
    

    Set the API key for tools/agents:

    export GRABBIT_API_KEY="<your-key>"
    
  5. List Workflows: Find saved workflows (title/id/description).

    grabbit workflows
    

Critical Best Practices

  • Headed Mode: Use --headed for sites with bot protection (Cloudflare, 403s) or when visual debugging is needed.
  • Snapshots: Run snapshot frequently to get stable @e# references (e.g., @e4) instead of fragile CSS selectors.
  • API Keys: Use grabbit keys to manage tokens for production integrations. Scoped keys are recommended for specific workflows.
    • Recommended: Store the key in GRABBIT_API_KEY for tools and agents.
  • Prompting: The backend agent needs concrete examples (strings seen on page, JSON shapes) to map HAR requests to workflow steps.
    • Bad: "Get prices."
    • Good: "Extract prices. Example: '$19.99'. Output: { price: number }."

Common Errors

  • Waitlisted: Your account is not approved yet. Check the waitlist page or contact support.
  • Unauthorized: Run grabbit auth, then retry.
  • No active browser session: Start with grabbit browse --session <name> open <url> before grabbit save.
  • No requests recorded: Interact with the page, then grabbit browse --session <name> snapshot.

Reference

For the full list of commands (cookies, storage, network, advanced locators), see cli_reference.md.

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://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/contract"
curl -s "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-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
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OPENCLAW
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AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
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AionUi

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!

MCPOPENCLAW
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CopilotKit

The Frontend for Agents & Generative UI. React + Angular

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://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T05:07:16.771Z"
    }
  },
  "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",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "category": "integration",
    "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,
    "metadata": {}
  },
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Colebanman",
    "category": "vendor",
    "href": "https://github.com/colebanman/grabbit-skills",
    "sourceUrl": "https://github.com/colebanman/grabbit-skills",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:12:59.980Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:12:59.980Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "traction",
    "label": "Adoption signal",
    "value": "2 GitHub stars",
    "category": "adoption",
    "href": "https://github.com/colebanman/grabbit-skills",
    "sourceUrl": "https://github.com/colebanman/grabbit-skills",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:12:59.980Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/colebanman-grabbit-skills/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

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,
    "metadata": {}
  }
]

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