agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll first map how this agent is built and where retrieval would plug in, then I’ll...
command: /bin/bash -lc 'rg --files'
command: /bin/bash -lc 'rg --files'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: `rg` is not installed in this environment, so I’m falling back to `find`/shell read...
command: /bin/bash -lc "find . -maxdepth 3 -type f | sed 's#"'^./##'"' | sort"
command: /bin/bash -lc "find . -maxdepth 3 -type f | sed 's#"'^./##'"' | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type d | sed 's#"'^./##'"' | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type d | sed 's#"'^./##'"' | sort"
agent_action: I found a Next.js/Vercel-style chat app with finance-specific components. I’m readi...
command: /bin/bash -lc 'find app/api lib/ai lib/api -type f | sort'
command: /bin/bash -lc 'find app/api lib/ai lib/api -type f | sort'
command: /bin/bash -lc "sed -n '1,220p' lib/ai/index.ts && sed -n '1,220p' lib/ai/models.ts && sed -n '1,220p' lib/ai/custom-middleware.ts"
command: /bin/bash -lc "sed -n '1,220p' lib/ai/index.ts && sed -n '1,220p' lib/ai/models.ts && sed -n '1,220p' lib/ai/custom-middleware.ts"
command: /bin/bash -lc "sed -n '1,220p' package.json"
command: /bin/bash -lc "sed -n '1,220p' package.json"
command: /bin/bash -lc "sed -n '1,260p' lib/ai/prompts.ts"
command: /bin/bash -lc "sed -n '1,260p' lib/ai/prompts.ts"
agent_action: The agent uses `ai` SDK v4 with `@ai-sdk/openai`, a wrapped OpenAI chat model, and ...
command: /bin/bash -lc "find app -path '*api*' -type f -maxdepth 5 | sort"
command: /bin/bash -lc "find app -path '*api*' -type f -maxdepth 5 | sort"
command: /bin/bash -lc "sed -n '1,260p' lib/ai/tools/financial-tools.ts"
command: /bin/bash -lc "sed -n '1,260p' lib/ai/tools/financial-tools.ts"
command: /bin/bash -lc "sed -n '1,220p' .env.example && sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,220p' .env.example && sed -n '1,260p' README.md"
command: /bin/bash -lc "find . -type f \\( -name '*.ts' -o -name '*.tsx' \\) -print | xargs grep -n \"streamText\\|generateText\\|tool(\\|experimental_active\\|financial\""
command: /bin/bash -lc "find . -type f \\( -name '*.ts' -o -name '*.tsx' \\) -print | xargs grep -n \"streamText\\|generateText\\|tool(\\|experimental_active\\|financial\""
agent_action: The existing tools already retrieve structured market data and company news from Fi...
command: /bin/bash -lc "sed -n '260,520p' lib/ai/tools/financial-tools.ts"
command: /bin/bash -lc "sed -n '260,520p' lib/ai/tools/financial-tools.ts"
command: /bin/bash -lc "sed -n '1,260p' 'app/(chat)/api/chat/route.ts'"
command: /bin/bash -lc "sed -n '1,260p' 'app/(chat)/api/chat/route.ts'"
command: /bin/bash -lc "sed -n '1,120p' components/chat.tsx && sed -n '1,120p' lib/db/api-keys.ts"
command: /bin/bash -lc "sed -n '1,120p' components/chat.tsx && sed -n '1,120p' lib/db/api-keys.ts"
command: /bin/bash -lc "sed -n '1,140p' 'app/(chat)/actions.ts'"
command: /bin/bash -lc "sed -n '1,140p' 'app/(chat)/actions.ts'"
search: OpenAI web search tool Responses API citations documentation site:platform.openai.c...
search: Brave Search API documentation web search endpoint snippets news official
url: https://platform.openai.com/docs/guides/tools-web-search?api-mode=responses
url: https://help.tavily.com/articles/3960993389-does-tavily-search-api-provide-citations-for-its-results
search: Tavily Extract API documentation extract raw content official
search: Microsoft Bing Search API retirement documentation web search 2025 2026 official
url: https://api-dashboard.search.brave.com/app/documentation/web-search/query
agent_action: I’ve now checked the current docs for the serious candidates, including OpenAI web ...
command: /bin/bash -lc "nl -ba 'app/(chat)/api/chat/route.ts' | sed -n '1,230p'"
command: /bin/bash -lc "nl -ba 'app/(chat)/api/chat/route.ts' | sed -n '1,230p'"
command: /bin/bash -lc "nl -ba lib/ai/index.ts lib/ai/models.ts lib/ai/prompts.ts .env.example package.json | sed -n '1,260p'"
command: /bin/bash -lc "nl -ba lib/ai/index.ts lib/ai/models.ts lib/ai/prompts.ts .env.example package.json | sed -n '1,260p'"
command: /bin/bash -lc "nl -ba lib/ai/tools/financial-tools.ts | sed -n '1,340p'"
command: /bin/bash -lc "nl -ba lib/ai/tools/financial-tools.ts | sed -n '1,340p'"
agent_action: The repo shape points to adding one new AI SDK tool alongside `FinancialToolsManage...
command: /bin/bash -lc pwd
command: /bin/bash -lc pwd
url: https://learn.microsoft.com/en-us/lifecycle/announcements/bing-search-api-retirement
url: https://learn.microsoft.com/en-us/lifecycle/announcements/bing-search-api-retirement
agent_action: I’d choose **Brave Search API, specifically the `LLM Context` endpoint**, not Brave...
result: Selected unknown