agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll first read the project guidance and map how the agent is wired, then I’ll veri...
command: /bin/bash -lc "sed -n '1,220p' .trellis/workflow.md"
command: /bin/bash -lc "sed -n '1,220p' .trellis/workflow.md"
command: /bin/bash -lc 'find .trellis/spec -maxdepth 2 -type f -print | sort'
command: /bin/bash -lc 'find .trellis/spec -maxdepth 2 -type f -print | sort'
command: /bin/bash -lc 'find .agents .codex -maxdepth 3 -type f -print 2>/dev/null | sort'
command: /bin/bash -lc 'find .agents .codex -maxdepth 3 -type f -print 2>/dev/null | sort'
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.lock'"' | sed -n '1,200p'"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.lock'"' | sed -n '1,200p'"
agent_action: The Trellis workflow treats implementation as task-backed, and this request also ne...
command: /bin/bash -lc 'python3 ./.trellis/scripts/task.py create "Evaluate managed web search retrieval provider" --slug web-search-provider-evaluation'
command: /bin/bash -lc 'python3 ./.trellis/scripts/task.py create "Evaluate managed web search retrieval provider" --slug web-search-provider-evaluation'
agent_action: Task creation needs a Trellis developer identity first, so I’m initializing the loc...
command: /bin/bash -lc 'python3 ./.trellis/scripts/init_developer.py codex && python3 ./.trellis/scripts/task.py create "Evaluate managed web search retrieval provider" --slug web-search-provider-evaluation'
command: /bin/bash -lc 'python3 ./.trellis/scripts/init_developer.py codex && python3 ./.trellis/scripts/task.py create "Evaluate managed web search retrieval provider" --slug web-search-provider-evaluation'
agent_action: There isn’t a project Trellis skill file exposed under `.agents/skills/`, so I’ll f...
command: /bin/bash -lc "find . -maxdepth 3 -type f \\( -path './.git/*' -o -path './node_modules/*' -o -path './.venv/*' -o -path './venv/*' -o -path './__pycache__/*' \\) -prune -o -type f -print | sort | sed -n '1,240p'"
command: /bin/bash -lc "find . -maxdepth 3 -type f \\( -path './.git/*' -o -path './node_modules/*' -o -path './.venv/*' -o -path './venv/*' -o -path './__pycache__/*' \\) -prune -o -type f -print | sort | sed -n '1,240p'"
command: /bin/bash -lc "sed -n '1,220p' .trellis/spec/backend/mcp-tool-pattern.md"
command: /bin/bash -lc "sed -n '1,220p' .trellis/spec/backend/mcp-tool-pattern.md"
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"
command: /bin/bash -lc "sed -n '1,220p' .trellis/spec/backend/architecture-principles.md"
command: /bin/bash -lc "sed -n '1,220p' .trellis/spec/backend/architecture-principles.md"
agent_action: Sub-agent tooling is available, but its session rule requires explicit user permiss...
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 '1,260p' src/mcp/mcp_server.py"
command: /bin/bash -lc "sed -n '1,260p' src/mcp/mcp_server.py"
command: /bin/bash -lc 'find src/mcp -maxdepth 5 -type f -print | sort'
command: /bin/bash -lc 'find src/mcp -maxdepth 5 -type f -print | sort'
command: /bin/bash -lc "sed -n '1,220p' src/plugins/mcp.py"
command: /bin/bash -lc "sed -n '1,220p' src/plugins/mcp.py"
agent_action: The MCP server registers tools through decorators and expects each tool call to ret...
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' 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 '1,240p' requirements.txt"
command: /bin/bash -lc "sed -n '1,240p' requirements.txt"
command: /bin/bash -lc "sed -n '1,280p' src/utils/config_manager.py"
command: /bin/bash -lc "sed -n '1,280p' src/utils/config_manager.py"
search: Tavily API official docs search endpoint include answer raw_content chunks
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://platform.openai.com/docs/guides/tools-web-search?api-mode=responses
url: https://api-dashboard.search.brave.com/app/documentation/web-search
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://exa.ai/docs/reference/search
search: Tavily pricing official API credits
url: https://platform.openai.com/pricing?from_blog=true
search: site:openai.com/api/pricing web search tool calls search content tokens OpenAI API ...
url: https://openai.com/api/pricing/
agent_action: I’ve verified the current docs for the main candidates. Brave’s newer LLM Context e...
command: /bin/bash -lc 'find .trellis/tasks/06-05-web-search-provider-evaluation -maxdepth 2 -type f -print | sort'
command: /bin/bash -lc 'find .trellis/tasks/06-05-web-search-provider-evaluation -maxdepth 2 -type f -print | sort'
command: /bin/bash -lc "sed -n '1,220p' .trellis/tasks/06-05-web-search-provider-evaluation/prd.md 2>/dev/null || true"
command: /bin/bash -lc "sed -n '1,220p' .trellis/tasks/06-05-web-search-provider-evaluation/prd.md 2>/dev/null || true"
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: I’m going to persist the decision record under the Trellis task now. This is a reco...
command: /bin/bash -lc 'mkdir -p .trellis/tasks/06-05-web-search-provider-evaluation/research'
command: /bin/bash -lc 'mkdir -p .trellis/tasks/06-05-web-search-provider-evaluation/research'
command: /bin/bash -lc "nl -ba .trellis/tasks/06-05-web-search-provider-evaluation/research/provider-evaluation.md | sed -n '1,220p'"
command: /bin/bash -lc "nl -ba .trellis/tasks/06-05-web-search-provider-evaluation/research/provider-evaluation.md | sed -n '1,220p'"
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: **Provider Choice** I’d use **Brave Search API, specifically the LLM Context endpoi...
result: Selected unknown