How should anthropic be evaluated before use?

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

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.

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API. Generate text with Claude Opus, Sonnet, and Haiku models, process images, use tool calling, and manage conversations. Built for AI agents — Python stdlib only, zero dependencies. Use for AI text generation, multimodal analysis, tool-augmented AI, batch processing, and Claude model interaction. --- name: anthropic description: "Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API. Generate text with Claude Opus, Sonnet, and Haiku models, process images, use tool calling, and manage conversations. Built for AI agents — Python stdlib only, zero dependencies. Use for AI text generation, multimodal analysis, tool-augmented AI, batc Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Agxntsix

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

clawhub skill install skills:aiwithabidi:anthropic

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 & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Agxntsix

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 15, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# Send a message to Claude
python3 {baseDir}/scripts/anthropic.py chat "What is the meaning of life?" --model claude-sonnet-4-20250514

bash

# Chat with system prompt
python3 {baseDir}/scripts/anthropic.py chat-system --system "You are a financial analyst" "Analyze AAPL stock"

bash

# Analyze an image
python3 {baseDir}/scripts/anthropic.py chat-image --image photo.jpg 'What do you see in this image?'

bash

# Stream a response
python3 {baseDir}/scripts/anthropic.py stream "Write a short story about a robot" --model claude-sonnet-4-20250514

bash

python3 {baseDir}/scripts/anthropic.py chat "What is the meaning of life?" --model claude-sonnet-4-20250514

bash

python3 {baseDir}/scripts/anthropic.py chat-system --system "You are a financial analyst" "Analyze AAPL stock"

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API. Generate text with Claude Opus, Sonnet, and Haiku models, process images, use tool calling, and manage conversations. Built for AI agents — Python stdlib only, zero dependencies. Use for AI text generation, multimodal analysis, tool-augmented AI, batch processing, and Claude model interaction. --- name: anthropic description: "Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API. Generate text with Claude Opus, Sonnet, and Haiku models, process images, use tool calling, and manage conversations. Built for AI agents — Python stdlib only, zero dependencies. Use for AI text generation, multimodal analysis, tool-augmented AI, batc

Full README

name: anthropic description: "Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API. Generate text with Claude Opus, Sonnet, and Haiku models, process images, use tool calling, and manage conversations. Built for AI agents — Python stdlib only, zero dependencies. Use for AI text generation, multimodal analysis, tool-augmented AI, batch processing, and Claude model interaction." homepage: https://www.agxntsix.ai license: MIT compatibility: Python 3.10+ (stdlib only — no dependencies) metadata: {"openclaw": {"emoji": "🔮", "requires": {"env": ["ANTHROPIC_API_KEY"]}, "primaryEnv": "ANTHROPIC_API_KEY", "homepage": "https://www.agxntsix.ai"}}

🔮 Anthropic

Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API.

Features

Messages API — Claude Opus, Sonnet, Haiku completions
Streaming — real-time token streaming responses
Vision — image analysis and understanding
Tool use — function calling with structured output
System prompts — custom system instructions
Multi-turn conversations — context management
Batch API — bulk message processing
Token counting — estimate usage before sending
Extended thinking — deep reasoning mode
Model listing — available models and capabilities

Requirements

| Variable | Required | Description | |----------|----------|-------------| | ANTHROPIC_API_KEY | ✅ | API key/token for Anthropic |

Quick Start

# Send a message to Claude
python3 {baseDir}/scripts/anthropic.py chat "What is the meaning of life?" --model claude-sonnet-4-20250514

# Chat with system prompt
python3 {baseDir}/scripts/anthropic.py chat-system --system "You are a financial analyst" "Analyze AAPL stock"

# Analyze an image
python3 {baseDir}/scripts/anthropic.py chat-image --image photo.jpg 'What do you see in this image?'

# Stream a response
python3 {baseDir}/scripts/anthropic.py stream "Write a short story about a robot" --model claude-sonnet-4-20250514

Commands

`chat`

Send a message to Claude.

python3 {baseDir}/scripts/anthropic.py chat "What is the meaning of life?" --model claude-sonnet-4-20250514

`chat-system`

Chat with system prompt.

python3 {baseDir}/scripts/anthropic.py chat-system --system "You are a financial analyst" "Analyze AAPL stock"

`chat-image`

Analyze an image.

python3 {baseDir}/scripts/anthropic.py chat-image --image photo.jpg 'What do you see in this image?'

`stream`

Stream a response.

python3 {baseDir}/scripts/anthropic.py stream "Write a short story about a robot" --model claude-sonnet-4-20250514

`batch-create`

Create a batch request.

python3 {baseDir}/scripts/anthropic.py batch-create requests.jsonl

`batch-list`

List batch jobs.

python3 {baseDir}/scripts/anthropic.py batch-list

`batch-get`

Get batch status.

python3 {baseDir}/scripts/anthropic.py batch-get batch_abc123

`batch-results`

Get batch results.

python3 {baseDir}/scripts/anthropic.py batch-results batch_abc123

`count-tokens`

Count tokens in a message.

python3 {baseDir}/scripts/anthropic.py count-tokens "How many tokens is this message?"

`models`

List available models.

python3 {baseDir}/scripts/anthropic.py models

`tools`

Chat with tool use.

python3 {baseDir}/scripts/anthropic.py tools --tools '[{"name":"get_weather","description":"Get weather","input_schema":{"type":"object","properties":{"location":{"type":"string"}}}}]' "What is the weather in NYC?"

`thinking`

Extended thinking mode.

python3 {baseDir}/scripts/anthropic.py thinking "Solve this math problem step by step: what is 123 * 456?" --budget 10000

Output Format

All commands output JSON by default. Add --human for readable formatted output.

# JSON (default, for programmatic use)
python3 {baseDir}/scripts/anthropic.py chat --limit 5

# Human-readable
python3 {baseDir}/scripts/anthropic.py chat --limit 5 --human

Script Reference

| Script | Description | |--------|-------------| | {baseDir}/scripts/anthropic.py | Main CLI — all Anthropic operations |

Data Policy

This skill never stores data locally. All requests go directly to the Anthropic API and results are returned to stdout. Your data stays on Anthropic servers.

Credits

Built by M. Abidi | agxntsix.ai YouTube | GitHub Part of the AgxntSix Skill Suite for OpenClaw agents.

📅 Need help setting up OpenClaw for your business? Book a free consultation

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Endpoints

Dossier API Snapshot API Contract API Trust 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/clawhub-skills-aiwithabidi-anthropic/snapshot"

curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/contract"

curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/trust"

Operational fit

Reliability & Benchmarks

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 & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

Related Agents

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Rank

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Traction

No public download signal

Freshness

Updated 2d ago

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Rank

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Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

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Rank

70

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Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

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Rank

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Traction

No public download signal

Freshness

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OPENCLAW

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

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/clawhub-skills-aiwithabidi-anthropic/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-04-17T04:13:40.649Z"
    }
  },
  "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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Agxntsix",
    "href": "https://www.agxntsix.ai",
    "sourceUrl": "https://www.agxntsix.ai",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:45:39.800Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-anthropic/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]