agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the repository first to understand the agent’s architecture and where ...
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.svg'"' | head -200"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.svg'"' | head -200"
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc "rg -n \"agent|web|fetch|url|crawl|browser|search|tool|mcp|scrape|readability|extract\" . -g '"'!*node_modules*'"' -g '"'!*.lock'"'"
command: /bin/bash -lc "rg -n \"agent|web|fetch|url|crawl|browser|search|tool|mcp|scrape|readability|extract\" . -g '"'!*node_modules*'"' -g '"'!*.lock'"'"
agent_action: `rg` is not installed in this environment, so I’m falling back to `find`/`grep` and...
command: /bin/bash -lc 'find . -maxdepth 3 -type f ! -path '"'./.git/*' "'! -path '"'./node_modules/*' "'! -path '"'./vendor/*' | sort | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc 'find . -maxdepth 3 -type f ! -path '"'./.git/*' "'! -path '"'./node_modules/*' "'! -path '"'./vendor/*' | sort | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc "grep -RInE \"agent|web|fetch|url|crawl|browser|search|tool|mcp|scrape|readability|extract\" . --exclude-dir=.git --exclude-dir=node_modules --exclude-dir=vendor --exclude='*.lock' | head -300"
command: /bin/bash -lc "grep -RInE \"agent|web|fetch|url|crawl|browser|search|tool|mcp|scrape|readability|extract\" . --exclude-dir=.git --exclude-dir=node_modules --exclude-dir=vendor --exclude='*.lock' | head -300"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'requirements*.txt' -o -name 'AGENTS.md' -o -name '*.md' \\) "'! -path '"'./.git/*' | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'requirements*.txt' -o -name 'AGENTS.md' -o -name '*.md' \\) "'! -path '"'./.git/*' | sort"
agent_action: The repo is a Next.js chat/search app. I found an existing `/api/scrape` route that...
command: /bin/bash -lc "sed -n '1,140p' README.md"
command: /bin/bash -lc "sed -n '1,140p' README.md"
command: /bin/bash -lc "sed -n '1,180p' src/app/api/scrape/route.ts"
command: /bin/bash -lc "sed -n '1,180p' src/app/api/scrape/route.ts"
command: /bin/bash -lc "sed -n '1,130p' src/app/api/search/route.ts"
command: /bin/bash -lc "sed -n '1,130p' src/app/api/search/route.ts"
command: /bin/bash -lc "sed -n '1,130p' src/utils/utils.ts"
command: /bin/bash -lc "sed -n '1,130p' src/utils/utils.ts"
command: /bin/bash -lc "sed -n '280,350p' src/components/Chat/Chat.tsx"
command: /bin/bash -lc "sed -n '280,350p' src/components/Chat/Chat.tsx"
command: /bin/bash -lc "sed -n '1,130p' src/app/api/tools/route.ts"
command: /bin/bash -lc "sed -n '1,130p' src/app/api/tools/route.ts"
search: Tavily Extract API documentation raw content source citations official
search: site:docs.tavily.com Extract API raw content Tavily official documentation
search: site:jina.ai reader API documentation r.jina.ai official
url: https://exa.ai/docs/reference/contents-api-guide
search: Tavily Search API documentation chunks score raw_content citations source quality o...
agent_action: I’ve finished the repo pass and am comparing providers against primary docs now. Th...
command: /bin/bash -lc "nl -ba src/app/api/scrape/route.ts | sed -n '1,90p'"
command: /bin/bash -lc "nl -ba src/app/api/scrape/route.ts | sed -n '1,90p'"
command: /bin/bash -lc "nl -ba src/components/Chat/Chat.tsx | sed -n '292,342p'"
command: /bin/bash -lc "nl -ba src/components/Chat/Chat.tsx | sed -n '292,342p'"
command: /bin/bash -lc "nl -ba src/utils/utils.ts | sed -n '84,103p;150,166p'"
command: /bin/bash -lc "nl -ba src/utils/utils.ts | sed -n '84,103p;150,166p'"
url: https://exa.ai/docs/reference/contents-retrieval
search: 'include_raw_content' in https://docs.tavily.com/documentation/api-reference/endpoi...
search: 'onlyMainContent'
url: https://docs.firecrawl.dev/api-reference/endpoint/scrape
search: Diffbot Article API documentation text field html official
agent_action: **Provider Chosen** I’d choose **Exa Contents API**. The repo already has the right...
result: Selected unknown