ReddRadar
Agent skill
collaborating-with-gemini
Delegates coding tasks to Gemini CLI for prototyping, debugging, and code review. Use when needing algorithm implementation, bug analysis, or code quality feedback. Supports multi-turn sessions via SESSION_ID.
Install this agent skill to your Project
npx add-skill https://github.com/haoyu-haoyu/Multi-AI-Workflow/tree/main/.maw/skills/collaborating-with-gemini
SKILL.md
Quick Start
python scripts/gemini_bridge.py --cd "/path/to/project" --PROMPT "Your task"
Output: JSON with success, SESSION_ID, agent_messages, and optional error.
Parameters
usage: gemini_bridge.py [-h] --PROMPT PROMPT --cd CD [--sandbox] [--SESSION_ID SESSION_ID] [--return-all-messages] [--model MODEL]
Gemini Bridge
options:
-h, --help show this help message and exit
--PROMPT PROMPT Instruction for the task to send to gemini.
--cd CD Set the workspace root for gemini before executing the task.
--sandbox Run in sandbox mode. Defaults to `False`.
--SESSION_ID SESSION_ID
Resume the specified session of the gemini. Defaults to empty string, start a new session.
--return-all-messages
Return all messages (e.g. reasoning, tool calls, etc.) from the gemini session. Set to `False` by default, only the agent's final reply message is
returned.
--model MODEL The model to use for the gemini session. This parameter is strictly prohibited unless explicitly specified by the user.
Multi-turn Sessions
Always capture SESSION_ID from the first response for follow-up:
# Initial task
python scripts/gemini_bridge.py --cd "/project" --PROMPT "Analyze auth in login.py"
# Continue with SESSION_ID
python scripts/gemini_bridge.py --cd "/project" --SESSION_ID "uuid-from-response" --PROMPT "Write unit tests for that"
Common Patterns
Prototyping (request diffs):
python scripts/gemini_bridge.py --cd "/project" --PROMPT "Generate unified diff to add logging"
Debug with full trace:
python scripts/gemini_bridge.py --cd "/project" --PROMPT "Debug this error" --return-all-messages
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