Agent skill

collaborating-with-gemini

Use when you want Gemini CLI as a second opinion for coding tasks such as prototyping, debugging, or diff review, while keeping Codex as the primary implementer.

Stars 190
Forks 12

Install this agent skill to your Project

npx add-skill https://github.com/cnfjlhj/ai-collab-playbook/tree/main/skills/full/collaborating-with-gemini

Metadata

Additional technical details for this skill

short description
Delegate to Gemini CLI

SKILL.md

Collaborating with Gemini (Codex)

Use Gemini CLI as a collaborator while keeping Codex as the primary implementer.

This skill provides a lightweight bridge script that returns structured JSON and supports multi-turn sessions via SESSION_ID.

Core rules

  • Gemini is a collaborator; you own the final result and must verify changes locally.
  • Do not invoke gemini directly; always use the bridge script (scripts/gemini_bridge.py) so output/session handling stays consistent.
  • Prefer file/line references over pasting snippets. Run the bridge with --cd set to the repo root (it sets the gemini process working directory). Use --cd "." only if your CWD is the repo root.
  • For code changes, request Unified Diff Patch ONLY and forbid direct file modification.
  • Always capture SESSION_ID and reuse it for follow-ups to keep the collaboration conversation-aware.
  • Keep a short Collaboration State Capsule updated while this skill is active.
  • Default timeout: when invoking via the Codex command runner, set timeout_ms to 600000 (10 minutes) unless a shorter/longer timeout is explicitly required.
  • Optional: pass --sandbox to run Gemini in sandbox mode.

Quick start (shell-safe)

⚠️ If your prompt contains Markdown backticks (`like/this`), do not pass it directly via --PROMPT "..." (your shell may treat backticks as command substitution). Use a heredoc instead; see references/shell-quoting.md.

bash
PROMPT="$(cat <<'EOF'
Review src/auth.py around login() and propose fixes.
OUTPUT: Unified Diff Patch ONLY.
EOF
)"
python3 .codex/skills/collaborating-with-gemini/scripts/gemini_bridge.py --cd "." --PROMPT "$PROMPT"

Output: JSON with success, SESSION_ID, agent_messages, and optional error / all_messages.

Multi-turn sessions

bash
# Start a session
PROMPT="$(cat <<'EOF'
Analyze the bug in foo(). Keep it short.
EOF
)"
python3 .codex/skills/collaborating-with-gemini/scripts/gemini_bridge.py --cd "." --PROMPT "$PROMPT"

# Continue the same session
PROMPT="$(cat <<'EOF'
Now propose a minimal fix as Unified Diff Patch ONLY.
EOF
)"
python3 .codex/skills/collaborating-with-gemini/scripts/gemini_bridge.py --cd "." --SESSION_ID "<SESSION_ID>" --PROMPT "$PROMPT"

Prompting patterns (token efficient)

Use assets/prompt-template.md as a starter when crafting --PROMPT.

1) Ask Gemini to open files itself

Provide:

  • Entry file(s) and approximate line numbers
  • Objective and constraints
  • Output format (diff vs analysis)

Avoid:

  • Pasting large code blocks
  • Multiple competing objectives in one request

2) Enforce safe output for code changes

Append this to prompts when requesting code:

  • OUTPUT: Unified Diff Patch ONLY. Strictly prohibit any actual modifications.

3) Use Gemini for what it’s good at

  • Alternative solution paths and edge cases
  • UI/UX and readability feedback
  • Review of a proposed patch (risk spotting, missing tests)

4) Sharing clipboard screenshots with Gemini

Gemini can only read files inside the workspace root (--cd). Codex saves clipboard PNGs into the OS temp directory (e.g. ${TMPDIR:-/tmp}), which Gemini can’t access, and it may refuse ignored paths (e.g. tmp/). Copy the image into .codex_uploads/, then reference that path in your prompt. Delete screenshots when done. Do not add .codex_uploads/ to .gitignore—Gemini refuses to read ignored paths.

bash
mkdir -p .codex_uploads && cp "${TMPDIR:-/tmp}"/codex-clipboard-<id>.png .codex_uploads/

Advanced flags

  • --sandbox: Run Gemini in sandbox mode.
  • --model <name>: Override the default Gemini model.
  • --return-all-messages: Include all raw messages (tool calls, traces) in output JSON.

Collaboration State Capsule

Keep this short block updated near the end of your reply while collaborating:

text
[Gemini Collaboration Capsule]
Goal:
Gemini SESSION_ID:
Files/lines handed off:
Last ask:
Gemini summary:
Next ask:

References

  • assets/prompt-template.md (prompt patterns)
  • references/shell-quoting.md (shell quoting/backticks)

Expand your agent's capabilities with these related and highly-rated skills.

cnfjlhj/ai-collab-playbook

paperreview

Use when the user explicitly wants to upload a final or near-final PDF to paperreview.ai for an external second opinion. Skip this for local paper critique, which should go through `paper-review-pipeline` first.

190 12
Explore
cnfjlhj/ai-collab-playbook

skill-governance-loop

Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.

190 12
Explore
cnfjlhj/ai-collab-playbook

academic-paper-helper

学术论文写作助手,专门用于 LaTeX 论文编写、BibTeX 管理、格式化、学术写作规范检查。适用于 AI/ML 研究论文、会议投稿(NeurIPS、ICML、ICLR 等)

190 12
Explore
cnfjlhj/ai-collab-playbook

collaborating-with-claude

Use when you want Claude Code CLI as a second opinion for coding tasks such as design tradeoffs, debugging, or diff review, while keeping Codex as the primary implementer.

190 12
Explore
cnfjlhj/ai-collab-playbook

proactive-explorer

落实 CLAUDE.md / AGENTS.md 中的“主动探索”原则,在向用户提问前自动使用 Grep、Read、Bash、WebSearch 等工具获取信息

190 12
Explore
cnfjlhj/ai-collab-playbook

writing-anti-ai

This skill should be used when the user asks to "remove AI writing patterns", "humanize this text", "make this sound more natural", "remove AI-generated traces", "fix robotic writing", or needs to eliminate AI writing patterns from prose. Supports both English and Chinese text. Based on Wikipedia's "Signs of AI writing" guide, detects and fixes inflated symbolism, promotional language, superficial -ing analyses, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases.

190 12
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results