agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the repo first to see what agent stack and integration points it alrea...
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' | head -200"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' | head -200"
command: /bin/bash -lc "rg -n \"openai|agent|search|retriev|rag|browser|web|tool|function|responses|assistants|langchain|llama|anthropic|model\" . -g '"'!*node_modules*'"' -g '"'!*.lock'"' -g '"'!package-lock.json'"' -g '"'!pnpm-lock.yaml'"'"
command: /bin/bash -lc "rg -n \"openai|agent|search|retriev|rag|browser|web|tool|function|responses|assistants|langchain|llama|anthropic|model\" . -g '"'!*node_modules*'"' -g '"'!*.lock'"' -g '"'!package-lock.json'"' -g '"'!pnpm-lock.yaml'"'"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'README*' -o -name '.env.example' -o -name 'Dockerfile' \\) -print"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'README*' -o -name '.env.example' -o -name 'Dockerfile' \\) -print"
agent_action: `rg` is not installed in this workspace, so I’m falling back to `find`/`grep`. The ...
command: /bin/bash -lc 'find . -maxdepth 4 -type f ! -path '"'./node_modules/*' "'! -path '"'./.git/*' "'! -path '"'./dist/*' "'! -path '"'./build/*' | sort | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc 'find . -maxdepth 4 -type f ! -path '"'./node_modules/*' "'! -path '"'./.git/*' "'! -path '"'./dist/*' "'! -path '"'./build/*' | sort | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc "grep -RInE \"openai|agent|search|retriev|rag|browser|web|tool|function|responses|assistants|langchain|llama|anthropic|model\" . --exclude-dir=node_modules --exclude-dir=.git --exclude='*.lock' --exclude='package-lock.json' --exclude='pnpm-lock.yaml'"
command: /bin/bash -lc "grep -RInE \"openai|agent|search|retriev|rag|browser|web|tool|function|responses|assistants|langchain|llama|anthropic|model\" . --exclude-dir=node_modules --exclude-dir=.git --exclude='*.lock' --exclude='package-lock.json' --exclude='pnpm-lock.yaml'"
command: /bin/bash -lc "sed -n '1,220p' README.md && sed -n '1,220p' package.json && sed -n '1,160p' .env.example"
command: /bin/bash -lc "sed -n '1,220p' README.md && sed -n '1,220p' package.json && sed -n '1,160p' .env.example"
agent_action: This is a Next/Vercel AI SDK financial agent with a server-side tool layer, not a L...
command: /bin/bash -lc "sed -n '1,280p' 'app/(chat)/api/chat/route.ts'"
command: /bin/bash -lc "sed -n '1,280p' 'app/(chat)/api/chat/route.ts'"
command: /bin/bash -lc "sed -n '1,380p' lib/ai/tools/financial-tools.ts"
command: /bin/bash -lc "sed -n '1,380p' lib/ai/tools/financial-tools.ts"
command: /bin/bash -lc "sed -n '1,120p' lib/ai/index.ts && sed -n '1,110p' lib/ai/models.ts && sed -n '1,100p' lib/ai/prompts.ts"
command: /bin/bash -lc "sed -n '1,120p' lib/ai/index.ts && sed -n '1,110p' lib/ai/models.ts && sed -n '1,100p' lib/ai/prompts.ts"
search: Linkup API documentation AI search licensed content premium sources docs
search: site:docs.linkup.so licensed sources Linkup API premium source coverage
search: Linkup licensed content premium sources AI search API
search: AI search API licensed content publisher partnerships web retrieval API
search: ProRata Gist Answers API licensed sources AI search documentation
agent_action: Given the “licensed, reputable sources” requirement, I’m checking both AI-search AP...
command: /bin/bash -lc "sed -n '1,220p' /home/user/.codex/skills/.system/openai-docs/SKILL.md"
command: /bin/bash -lc "sed -n '1,220p' /home/user/.codex/skills/.system/openai-docs/SKILL.md"
agent_action: I’m using the OpenAI docs skill for the OpenAI-specific option only, because this r...
search: OpenAI Responses API web search tool official docs
url: https://platform.openai.com/docs/guides/tools-file-search/
url: https://docs.linkup.so/pages/documentation/endpoints/search/overview
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://docs.linkup.so/
search: 'world's largest independent index' in https://brave.com/search/api/
url: https://platform.gist.ai/docs/ga-overview
agent_action: The repo fit is now clear: the lowest-risk integration is a new Vercel AI SDK tool ...
command: /bin/bash -lc "nl -ba 'app/(chat)/api/chat/route.ts' | sed -n '90,190p'"
command: /bin/bash -lc "nl -ba 'app/(chat)/api/chat/route.ts' | sed -n '90,190p'"
command: /bin/bash -lc "nl -ba lib/ai/tools/financial-tools.ts | sed -n '1,70p'"
command: /bin/bash -lc "nl -ba lib/ai/tools/financial-tools.ts | sed -n '1,70p'"
command: /bin/bash -lc "nl -ba lib/ai/index.ts | sed -n '1,30p'"
command: /bin/bash -lc "nl -ba lib/ai/index.ts | sed -n '1,30p'"
search: site:linkup.so licensed premium content Linkup publisher partnerships
url: https://www.linkup.so/content-partners
agent_action: **Recommendation** Choose **Linkup** as the web-search/retrieval provider. This rep...
result: Selected unknown