agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the repo structure and Trellis guidance first, then check current prov...
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.lock'"' | head -200"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.lock'"' | head -200"
command: /bin/bash -lc "sed -n '1,240p' .trellis/workflow.md"
command: /bin/bash -lc "sed -n '1,240p' .trellis/workflow.md"
command: /bin/bash -lc 'find .trellis/spec -maxdepth 3 -type f -print'
command: /bin/bash -lc 'find .trellis/spec -maxdepth 3 -type f -print'
agent_action: `rg` is not installed here, so I’m falling back to `find`/`sed`. The Trellis flow a...
command: /bin/bash -lc "find . -path './.git' -prune -o -path './node_modules' -prune -o -path './.venv' -prune -o -type f -maxdepth 4 -print | sort | head -300"
command: /bin/bash -lc "find . -path './.git' -prune -o -path './node_modules' -prune -o -path './.venv' -prune -o -type f -maxdepth 4 -print | sort | head -300"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'pyproject.toml' -o -name 'package.json' -o -name 'README*' -o -name 'requirements*.txt' -o -name 'uv.lock' -o -name 'poetry.lock' -o -name 'setup.py' -o -name '*.md' \\) -print | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'pyproject.toml' -o -name 'package.json' -o -name 'README*' -o -name 'requirements*.txt' -o -name 'uv.lock' -o -name 'poetry.lock' -o -name 'setup.py' -o -name '*.md' \\) -print | sort"
command: /bin/bash -lc "sed -n '1,220p' .trellis/spec/backend/index.md"
command: /bin/bash -lc "sed -n '1,220p' .trellis/spec/backend/index.md"
agent_action: The repository is a Python/PySide6 desktop agent, not a web service. I’m checking t...
command: /bin/bash -lc 'find src -maxdepth 4 -type f -print | sort | head -300'
command: /bin/bash -lc 'find src -maxdepth 4 -type f -print | sort | head -300'
command: /bin/bash -lc "sed -n '1,260p' pyproject.toml"
command: /bin/bash -lc "sed -n '1,260p' pyproject.toml"
command: /bin/bash -lc "sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,220p' requirements.txt"
command: /bin/bash -lc "sed -n '1,220p' requirements.txt"
agent_action: I’ve confirmed the likely integration surface is the MCP tool ecosystem rather than...
command: /bin/bash -lc "sed -n '1,300p' src/mcp/tooling.py"
command: /bin/bash -lc "sed -n '1,300p' src/mcp/tooling.py"
command: /bin/bash -lc "sed -n '1,260p' src/mcp/decorators.py"
command: /bin/bash -lc "sed -n '1,260p' src/mcp/decorators.py"
command: /bin/bash -lc "sed -n '1,340p' src/mcp/mcp_server.py"
command: /bin/bash -lc "sed -n '1,340p' src/mcp/mcp_server.py"
command: /bin/bash -lc "sed -n '1,260p' .trellis/spec/backend/mcp-tool-pattern.md"
command: /bin/bash -lc "sed -n '1,260p' .trellis/spec/backend/mcp-tool-pattern.md"
command: /bin/bash -lc "sed -n '1,260p' src/mcp/tools/weather/weather_tools.py"
command: /bin/bash -lc "sed -n '1,260p' src/mcp/tools/weather/weather_tools.py"
command: /bin/bash -lc "sed -n '1,220p' src/mcp/tools/weather/__init__.py"
command: /bin/bash -lc "sed -n '1,220p' src/mcp/tools/weather/__init__.py"
command: /bin/bash -lc "sed -n '1,340p' src/utils/config_manager.py"
command: /bin/bash -lc "sed -n '1,340p' src/utils/config_manager.py"
command: /bin/bash -lc "find . -maxdepth 3 -type f \\( -name '*config*' -o -name '*.json' -o -name '*.yaml' -o -name '*.yml' \\) -print | sort | head -120"
command: /bin/bash -lc "find . -maxdepth 3 -type f \\( -name '*config*' -o -name '*.json' -o -name '*.yaml' -o -name '*.yml' \\) -print | sort | head -120"
agent_action: The existing MCP tools return compact JSON strings and already depend on `aiohttp`,...
command: /bin/bash -lc "find . -path './.git' -prune -o -type f -name 'config.json' -print | sort"
command: /bin/bash -lc "find . -path './.git' -prune -o -type f -name 'config.json' -print | sort"
command: /bin/bash -lc "find src -type f -name '*.py' -print | xargs grep -n \"ConfigManager\\|get_config\\|aiohttp\\|requests\\.\\|OpenAI\\|mcp_tool\" | head -220"
command: /bin/bash -lc "find src -type f -name '*.py' -print | xargs grep -n \"ConfigManager\\|get_config\\|aiohttp\\|requests\\.\\|OpenAI\\|mcp_tool\" | head -220"
command: /bin/bash -lc "sed -n '1,220p' src/mcp/tools/weather/MCP_DEVELOPMENT_GUIDE.md"
command: /bin/bash -lc "sed -n '1,220p' src/mcp/tools/weather/MCP_DEVELOPMENT_GUIDE.md"
command: /bin/bash -lc "sed -n '1,260p' src/plugins/mcp.py"
command: /bin/bash -lc "sed -n '1,260p' src/plugins/mcp.py"
search: Tavily API search extract docs official
agent_action: The local client appears to expose tools to a remote/selected assistant over MCP; i...
command: /bin/bash -lc "sed -n '1,260p' src/protocols/protocol.py"
command: /bin/bash -lc "sed -n '1,260p' src/protocols/protocol.py"
command: /bin/bash -lc "sed -n '1,320p' src/protocols/websocket_protocol.py"
command: /bin/bash -lc "sed -n '1,320p' src/protocols/websocket_protocol.py"
command: /bin/bash -lc "find src -type f -name '*.py' -print | xargs grep -n \"send_mcp_message\\|mcp\" | head -220"
command: /bin/bash -lc "find src -type f -name '*.py' -print | xargs grep -n \"send_mcp_message\\|mcp\" | head -220"
command: /bin/bash -lc "sed -n '1,340p' src/protocols/mqtt_protocol.py"
command: /bin/bash -lc "sed -n '1,340p' src/protocols/mqtt_protocol.py"
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://docs.tavily.com/documentation/api-reference/endpoint/extract
search: 'Scrape Google and other search engines' in https://serpapi.com/search-api
url: https://exa.ai/docs/reference/search
search: OpenAI web search tool Responses API docs official site:platform.openai.com
url: https://www.tavily.com/product
url: https://www.tavily.com/product
url: https://api-dashboard.search.brave.com/app/documentation/web-search/query
search: Firecrawl search API extract crawl docs official
agent_action: **Provider** I’d choose **Tavily** as the managed web-search/retrieval provider. Re...
result: Selected unknown