Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.
Installation
Details
Usage
After installing, this skill will be available to your AI coding assistant.
Verify installation:
skills listSkill Instructions
name: collaborating-with-gemini description: Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff. metadata: short-description: Delegate to Gemini CLI
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
geminidirectly; 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
--cdset to the repo root (it sets thegeminiprocess 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_IDand 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_msto 600000 (10 minutes) unless a shorter/longer timeout is explicitly required. - Optional: pass
--sandboxto 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.
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
# 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. ${TMPDIR:-/tmp}), which Gemini can’t access, and it may refuse ignored paths (e.g. tmp/). Copy the image into .codex_uploads/, then reference that path in your prompt. Delete screenshots when done. Do not add .codex_uploads/ to .gitignore—Gemini refuses to read ignored paths.
mkdir -p .codex_uploads && cp "${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:
[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)
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