Imported from tsunamayo7/helix-pilot (
AGENTS.md). Install upstream withnpx skills add tsunamayo7/helix-pilot. Copyright stays with the author.
AGENTS.md — helix-pilot
Shared Memory (Mem0)
All AI tools (Claude Code, Codex CLI, Open WebUI, Ollama) share the same Mem0 memory.
Connection Spec (MUST match across all tools)
| Key | Value |
|---|---|
| Qdrant collection | mem0_shared |
| Qdrant URL | http://localhost:6333 |
| Embedding model | bge-m3 (dim=1024, via Ollama) |
| LLM for extraction | ministral-3:8b (via Ollama) |
| Ollama URL | http://localhost:11434 |
| user_id | tsunamayo7 |
| HTTP API (optional) | http://localhost:8080 |
IMPORTANT: Every tool MUST use Qdrant collection
mem0_shared. Do NOT use the default collection namemem0_mcp_selfhosted. When adding a new AI tool, setMEM0_COLLECTION=mem0_sharedexplicitly.
HTTP API (for Codex CLI, curl, scripts)
# Search
curl -s -X POST http://localhost:8080/search \
-H "Content-Type: application/json" \
-d '{"query": "search term"}'
# Add
curl -s -X POST http://localhost:8080/add \
-H "Content-Type: application/json" \
-d '{"text": "content to save"}'
# List all
curl -s http://localhost:8080/list
MCP (for Claude Code)
Claude Code uses mem0_mcp_bridge.py via stdio, proxying to localhost:8080.
Tools: search_memories, add_memory, get_memories.
Browser Use CLI 2.0
Web ブラウザ自動操作ツール。全 AI ツールから利用可能。
Global Install
C:\Users\tomot\.local\bin\browser-use.exe
MCP (for Claude Code)
browser-use --mcp (stdio) で .claude.json に登録済み。
CLI (for Codex CLI, scripts)
browser-use open https://example.com
browser-use state # ページ状態取得
browser-use click 5 # 要素クリック
browser-use input 3 "text" # テキスト入力
browser-use screenshot out.png
browser-use extract "Get all product names"
Python (for Ollama)
from browser_use import Agent
from browser_use import ChatOllama
llm = ChatOllama(model="gemma3:27b")
agent = Agent("search for helix-pilot on GitHub", llm=llm)
agent.run_sync()
Rules
- Search for related memories at session start
- Save important decisions when user says "remember" or "save this"
- Do not save routine Q&A
Project Info
- MCP server for local GUI automation using Ollama Vision LLM
- Language: Python 3.12, package manager: uv
- Test:
uv run pytest - Syntax check:
uv run python -m py_compile <file>