agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: Trellis SessionStart 已注入：workflow、当前任务状态、开发者身份、git 状态、active tasks、spec 索引已加载。 I'll...
command: find /home/user/worktrees/attempt-530cdad8-b24a-47ef-85aa-fc4031c40479-cap-0 -maxdepth 2 -type f -name "README*" -o -name "package.json" -o -name "pyproject.toml" -o -name "requirements.txt" -o -name "go.mod" -o -name "Cargo.toml" | head -20
agent_action: Read README.md
agent_action: Read pyproject.toml
agent_action: Read requirements.txt
command: ls -la /home/user/worktrees/attempt-530cdad8-b24a-47ef-85aa-fc4031c40479-cap-0/ | head -30
command: find /home/user/worktrees/attempt-530cdad8-b24a-47ef-85aa-fc4031c40479-cap-0/src -name "*agent*" -o -name "*llm*" -o -name "*api*" | head -20
agent_action: Glob src/**/*.py
agent_action: Read main.py
agent_action: Grep api_key|API_KEY|environ|config|openai
agent_action: Read src/constants/constants.py
agent_action: Read src/utils/config_manager.py
agent_action: Grep class.*Agent|def.*agent
agent_action: Read src/protocols/websocket_protocol.py
agent_action: Read src/bootstrap/container.py
search: Tavily search API pricing 2026 LLM agent grounding
agent_action: Read src/mcp/mcp_server.py
command: ls -la /home/user/worktrees/attempt-530cdad8-b24a-47ef-85aa-fc4031c40479-cap-0/src/mcp/tools/
search: Exa Metaphor search API pricing 2026 docs
agent_action: Glob src/mcp/tools/**/*.py
search: Microsoft Bing Web Search API retiring replacement Grounding with Bing 2025 2026
agent_action: Read AGENTS.md
agent_action: Grep openai|client|OpenAI|API|api_key
agent_action: Read src/mcp/tools/weather/weather_tools.py
agent_action: Read src/activation/service.py
command: git log --oneline -10 && cat .python-version
agent_action: Read src/core/protocol_manager.py
agent_action: Read build.json
agent_action: Read src/ui/shared/models/settings_model.py
search: Brave Search API pricing 2026 plans per query independent index
search: Perplexity Sonar API pricing 2026 documentation
search: Linkup search API French EU pricing 2026 LLM grounding
command: find /home/user/worktrees/attempt-530cdad8-b24a-47ef-85aa-fc4031c40479-cap-0 -name "*.json" -o -name "*.env*" | head -20
agent_action: Read src/utils/config_manager.py
search: Jina AI Reader s.jina.ai search API pricing 2026 tokens
search: Firecrawl pricing 2026 scrape crawl search API credits
search: Serper.dev SerpAPI SearchAPI.io pricing 2026 Google SERP API per 1000
search: You.com API pricing 2026 search web LLM RAG docs
search: Kagi Search API pricing 2026 enrichment FastGPT
search: DataForSEO SERP API pricing 2026 per request
search: ScrapingBee Bright Data SERP API pricing 2026
search: Apify pricing 2026 actors Google search scraper API
search: Zenserp ValueSerp Google Programmable Search Engine API pricing 2026
search: Mojeek search API pricing 2026 independent index
search: Qwant Startpage search API availability 2026 developer
url: https://exa.ai/pricing
url: https://www.linkup.so/
agent_action: Repo profile and provider landscape are in. The natural integration point is a new ...
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
agent_action: ## Recommendation: **Tavily** For py-xiaozhi specifically, Tavily is the best fit. ...
result: Selected unknown