How should collaborating-with-claude-code be evaluated before use?

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

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.

Crawler Summary

collaborating-with-claude-code answer-first brief

Delegate code implementation/review/debugging/alternatives to Claude Code via a JSON bridge script. Multi-turn via SESSION_ID. --- name: collaborating-with-claude-code description: "Delegate code implementation/review/debugging/alternatives to Claude Code via a JSON bridge script. Multi-turn via SESSION_ID." metadata: short-description: Use Claude Code as a collaborator --- Collaborating with Claude Code Use this skill for second opinions, code review, test design, or code implementations/alternatives. The bridge runs claude (Claude Code) no Capability contract not published. No trust telemetry is available yet. 32 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

collaborating-with-claude-code is best for disable 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 100/100

collaborating-with-claude-code

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals32 GitHub stars

Capability contract not published. No trust telemetry is available yet. 32 GitHub stars reported by the source. Last updated 4/15/2026.

32 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Zhenhuanglab

Artifacts

Benchmarks

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Unpublished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. 32 GitHub stars reported by the source. Last updated 4/15/2026.

View Source

Setup snapshot

git clone https://github.com/ZhenHuangLab/collaborating-with-claude-code.git

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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Zhenhuanglab

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 15, 2026Source link Provenance

Adoption (1)

Adoption signal

32 GitHub stars

profilemedium

Observed Apr 15, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

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

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

json

{"success": true, "SESSION_ID": "abc123", "agent_messages": "…Claude output…"}

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: collaborating-with-claude-code description: "Delegate code implementation/review/debugging/alternatives to Claude Code via a JSON bridge script. Multi-turn via SESSION_ID." metadata: short-description: Use Claude Code as a collaborator

Collaborating with Claude Code

Use this skill for second opinions, code review, test design, or code implementations/alternatives. The bridge runs claude (Claude Code) non-interactively ("print" mode) and returns JSON.

The script is located at ~/.codex/skills/collaborating-with-claude-code/scripts/claude_code_bridge.py.

Timing

Claude Code often needs 1–2+ minutes per task.

Prefer running the bridge directly (no &); increase --timeout-s as needed (default: 1800s).
Do NOT redirect stdout to a file (e.g. > /tmp/out.json).
By default, the bridge streams Claude's assistant text to stderr, and prints only the final JSON envelope to stdout.

Context

Do NOT read the script unless you are modifying it;
Before running the script, ALWAYS use python <script_loc> --help to get the usage instructions.

Usage

please always require claude code to fully understand the codebase before responding or making any changes.
Put collaborating-with-claude-code terminal commands in the background terminal.
Always review claude code's responses (or changes it makes) and make sure they are correct, constructive and complete.
When claude code asks clarifying questions in a multi-turn session, always respond to its questions in that session based on current situation.

Default

full access (--full-access): use only in trusted repos/directories.
extended thinking ON (can disable via --no-extended-thinking).
step mode AUTO (can disable via --step-mode off).

Output format

The bridge prints JSON to stdout:

{"success": true, "SESSION_ID": "abc123", "agent_messages": "…Claude output…"}

Recommended delegation patterns

Guided coding: "Implement the code for [feature] following these specific steps/constraints."
Second opinion: "Propose an alternative approach and tradeoffs."
Code review: "Find bugs, race conditions, security issues; propose fixes."
Test design: "Write a test plan + edge cases; include example test code."
Diff review: "Review this patch; point out regressions and missing cases."

Contract & API

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

MissingGITHUB OPENCLEW

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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/zhenhuanglab-collaborating-with-claude-code/snapshot"

curl -s "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/contract"

curl -s "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/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

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

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

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

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/zhenhuanglab-collaborating-with-claude-code/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:32:23.606Z"
    }
  },
  "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": "disable",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:disable|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": "Zhenhuanglab",
    "href": "https://github.com/ZhenHuangLab/collaborating-with-claude-code",
    "sourceUrl": "https://github.com/ZhenHuangLab/collaborating-with-claude-code",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:21:12.146Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:21:12.146Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "32 GitHub stars",
    "href": "https://github.com/ZhenHuangLab/collaborating-with-claude-code",
    "sourceUrl": "https://github.com/ZhenHuangLab/collaborating-with-claude-code",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T01:21:12.146Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-claude-code/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
  }
]