Xpersona

Crawler Summary

collaborating-with-gemini-cli answer-first brief

Delegates code review, debugging, and alternative implementation comparisons to Google Gemini CLI (`gemini`) via a JSON bridge script (default model: `gemini-3-pro-preview`). Supports headless one-shot and multi-turn sessions via `SESSION_ID`, with conservative defaults for Gemini effective-context constraints (file-scoped, `--no-full-access` by default) while allowing user override. --- name: collaborating-with-gemini-cli description: "Delegates code review, debugging, and alternative implementation comparisons to Google Gemini CLI (gemini) via a JSON bridge script (default model: gemini-3-pro-preview). Supports headless one-shot and multi-turn sessions via SESSION_ID, with conservative defaults for Gemini effective-context constraints (file-scoped, --no-full-access by default) while allowing us Capability contract not published. No trust telemetry is available yet. 26 GitHub stars reported by the source. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

collaborating-with-gemini-cli 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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

collaborating-with-gemini-cli

Delegates code review, debugging, and alternative implementation comparisons to Google Gemini CLI (`gemini`) via a JSON bridge script (default model: `gemini-3-pro-preview`). Supports headless one-shot and multi-turn sessions via `SESSION_ID`, with conservative defaults for Gemini effective-context constraints (file-scoped, `--no-full-access` by default) while allowing user override. --- name: collaborating-with-gemini-cli description: "Delegates code review, debugging, and alternative implementation comparisons to Google Gemini CLI (gemini) via a JSON bridge script (default model: gemini-3-pro-preview). Supports headless one-shot and multi-turn sessions via SESSION_ID, with conservative defaults for Gemini effective-context constraints (file-scoped, --no-full-access by default) while allowing us

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals26 GitHub stars

Capability contract not published. No trust telemetry is available yet. 26 GitHub stars reported by the source. Last updated 4/15/2026.

26 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Zhenhuanglab

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

View Source

Setup snapshot

git clone https://github.com/ZhenHuangLab/collaborating-with-gemini-cli.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

Zhenhuanglab

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

Protocol compatibility

OpenClaw

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

Adoption signal

26 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

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

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

python scripts/gemini_cli_bridge.py --cd "/path/to/repo" --PROMPT "Review src/auth/login.py for bypasses; propose fixes as a unified diff."

bash

python scripts/gemini_cli_bridge.py --cd "/path/to/repo" --file "src/auth/login.py" --PROMPT "Review this file for bypasses; propose fixes as a unified diff."

bash

# Start a new session (one-shot by default)
python scripts/gemini_cli_bridge.py --cd "/repo" --file "src/auth/login.py" --PROMPT "Summarize issues and propose a patch."

# Continue the same session
python scripts/gemini_cli_bridge.py --cd "/repo" --SESSION_ID "uuid-from-response" --PROMPT "Now propose 5 targeted tests for the fix."

bash

# Allow edits (auto-approve edit tools)
python scripts/gemini_cli_bridge.py --full-access --cd "/repo" --file "src/foo.py" --PROMPT "Refactor for clarity; keep behavior; apply edits."

bash

# YOLO mode (dangerous): allow any tool calls without confirmation
python scripts/gemini_cli_bridge.py --yolo --cd "/repo" --PROMPT "Run tests, fix failures, and apply edits."

json

{
  "success": true,
  "SESSION_ID": "uuid",
  "agent_messages": "…Gemini output…",
  "all_messages": [],
  "meta": {}
}

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Delegates code review, debugging, and alternative implementation comparisons to Google Gemini CLI (`gemini`) via a JSON bridge script (default model: `gemini-3-pro-preview`). Supports headless one-shot and multi-turn sessions via `SESSION_ID`, with conservative defaults for Gemini effective-context constraints (file-scoped, `--no-full-access` by default) while allowing user override. --- name: collaborating-with-gemini-cli description: "Delegates code review, debugging, and alternative implementation comparisons to Google Gemini CLI (gemini) via a JSON bridge script (default model: gemini-3-pro-preview). Supports headless one-shot and multi-turn sessions via SESSION_ID, with conservative defaults for Gemini effective-context constraints (file-scoped, --no-full-access by default) while allowing us

Full README

name: collaborating-with-gemini-cli description: "Delegates code review, debugging, and alternative implementation comparisons to Google Gemini CLI (gemini) via a JSON bridge script (default model: gemini-3-pro-preview). Supports headless one-shot and multi-turn sessions via SESSION_ID, with conservative defaults for Gemini effective-context constraints (file-scoped, --no-full-access by default) while allowing user override."

Collaborating with Gemini CLI

Use this skill when you want a second model (Gemini) to sanity-check a solution, spot edge cases, propose tests, or suggest an alternative implementation approach.

This skill provides a small JSON bridge script that runs gemini (Gemini CLI) in non-interactive headless mode and returns structured output.

Compared to collaborating-with-claude-code, this skill defaults to read-only and is optimized for file-scoped, one-shot requests to avoid practical effective-context degradation.

Requirements

  • Gemini CLI installed (gemini --version).
    • Install via npm: npm i -g @google/gemini-cli
  • Gemini CLI authenticated (Google account login or API key auth, depending on your local setup).
  • Python 3 (to run the bridge script).

Quick start

python scripts/gemini_cli_bridge.py --cd "/path/to/repo" --PROMPT "Review src/auth/login.py for bypasses; propose fixes as a unified diff."

Recommended (explicit file scope, best for effective context):

python scripts/gemini_cli_bridge.py --cd "/path/to/repo" --file "src/auth/login.py" --PROMPT "Review this file for bypasses; propose fixes as a unified diff."

Multi-turn sessions

Always capture the returned SESSION_ID and pass it back on follow-ups:

# Start a new session (one-shot by default)
python scripts/gemini_cli_bridge.py --cd "/repo" --file "src/auth/login.py" --PROMPT "Summarize issues and propose a patch."

# Continue the same session
python scripts/gemini_cli_bridge.py --cd "/repo" --SESSION_ID "uuid-from-response" --PROMPT "Now propose 5 targeted tests for the fix."

Access modes

This skill defaults to --no-full-access (read-only).

  • Read-only (default): --no-full-access → maps to gemini --approval-mode default
  • Full access (edits allowed): --full-access → maps to gemini --approval-mode auto_edit
  • YOLO (auto-approve everything): --yolo → maps to gemini --approval-mode yolo

Examples:

# Allow edits (auto-approve edit tools)
python scripts/gemini_cli_bridge.py --full-access --cd "/repo" --file "src/foo.py" --PROMPT "Refactor for clarity; keep behavior; apply edits."

# YOLO mode (dangerous): allow any tool calls without confirmation
python scripts/gemini_cli_bridge.py --yolo --cd "/repo" --PROMPT "Run tests, fix failures, and apply edits."

Effective-context guardrails (default ON)

By default the bridge enables conservative guardrails designed for practical effective context:

  • Adds a preamble instructing Gemini to stop and ask before reading additional files.
  • Strongly encourages file-scoped runs (use --file and keep each call small).
  • Uses --max-files as a preference for “how many files per turn” and as a cap for auto-extracted files (only when you did not pass explicit --file).

User override options:

  • --file PATH (repeatable): explicitly decide the focus file set (recommended; not blocked by --max-files).
  • --max-files N: raise the preferred cap / auto-extraction cap.
  • --no-guardrails: disable guardrails (Gemini may read many files; treat like a normal agent).

Session rotation guidance (effective context)

The bridge exposes Gemini CLI token stats when available:

  • meta.prompt_tokens: prompt tokens reported by Gemini CLI
  • meta.over_effective_context_limit: true when prompt_tokens > --effective-context-tokens

When meta.over_effective_context_limit is true, prefer starting a new session for the next turn (omit --SESSION_ID) and/or reduce the focus scope.

Parameters (bridge script)

  • --PROMPT (required): Instruction to send to Gemini.
  • --cd (required): Working directory to run Gemini CLI in (typically repo root).
  • --SESSION_ID (optional): Resume an existing Gemini CLI session (uuid).
  • --model (optional): Defaults to gemini-3-pro-preview.
  • --full-access / --no-full-access (optional): Defaults to --no-full-access.
  • --yolo (optional): YOLO approval mode (implies full access).
  • --sandbox (optional): Run Gemini CLI in sandbox mode (requires Docker). Default: off.
  • --return-all-messages (optional): Return the full streamed event list (debugging).
  • --file PATH (repeatable): Focus files to prepend as @PATH (recommended).
  • --max-files / --no-guardrails / --effective-context-tokens: Guardrail controls (--max-files is a preference + auto-extraction cap; it does not block explicit --file).
  • --timeout-s (optional): Defaults to 1800 seconds.

Output format

The bridge prints JSON:

{
  "success": true,
  "SESSION_ID": "uuid",
  "agent_messages": "…Gemini output…",
  "all_messages": [],
  "meta": {}
}

meta includes the normalized focus file list and (when available) token stats extracted from Gemini CLI output.

Contract & API

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

MissingGITHUB OPENCLEW

Endpoints

Dossier APISnapshot APIContract APITrust 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/zhenhuanglab-collaborating-with-gemini-cli/snapshot"
curl -s "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/contract"
curl -s "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/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 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
Agent hubMore from this sourceOpenClaw agents
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-gemini-cli/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T06:00:50.383Z"
    }
  },
  "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": "Zhenhuanglab",
    "href": "https://github.com/ZhenHuangLab/collaborating-with-gemini-cli",
    "sourceUrl": "https://github.com/ZhenHuangLab/collaborating-with-gemini-cli",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:16:47.184Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:16:47.184Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "26 GitHub stars",
    "href": "https://github.com/ZhenHuangLab/collaborating-with-gemini-cli",
    "sourceUrl": "https://github.com/ZhenHuangLab/collaborating-with-gemini-cli",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T03:16:47.184Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/zhenhuanglab-collaborating-with-gemini-cli/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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