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 architecture and where we...
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.lock'"' | head -200"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.lock'"' | head -200"
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: `rg` is not installed in this workspace, so I’m falling back to `find`/standard she...
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f -print | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f -print | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'go.mod' -o -name 'Cargo.toml' -o -name 'requirements*.txt' -o -name 'AGENTS.md' \\) -print"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'go.mod' -o -name 'Cargo.toml' -o -name 'requirements*.txt' -o -name 'AGENTS.md' \\) -print"
agent_action: The repo is a search/chat app with a Python backend and Next frontend. I’m reading ...
command: /bin/bash -lc "sed -n '1,220p' README.md"
command: /bin/bash -lc "sed -n '1,220p' README.md"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/base_agent.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/base_agent.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/agents/samurai/agent.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/agents/samurai/agent.py"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/search/base.py"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/search/base.py"
agent_action: There’s already a local `aiohttp` + `trafilatura` fetch path in `BaseAgent.fetch_we...
command: /bin/bash -lc "sed -n '220,520p' backend/sensei_search/agents/samurai/agent.py"
command: /bin/bash -lc "sed -n '220,520p' backend/sensei_search/agents/samurai/agent.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/searxng.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/searxng.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/bing.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/bing.py"
command: /bin/bash -lc "sed -n '1,220p' backend/pyproject.toml"
command: /bin/bash -lc "sed -n '1,220p' backend/pyproject.toml"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/config.py"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/config.py"
command: /bin/bash -lc "sed -n '1,280p' backend/sensei_search/agents/shogun/agent_v1.py"
command: /bin/bash -lc "sed -n '1,280p' backend/sensei_search/agents/shogun/agent_v1.py"
command: /bin/bash -lc "sed -n '1,340p' backend/sensei_search/agents/shogun/agent_v2.py"
command: /bin/bash -lc "sed -n '1,340p' backend/sensei_search/agents/shogun/agent_v2.py"
command: /bin/bash -lc "find backend/sensei_search -type f -name '*.py' -print | xargs grep -n \"fetch_web\\|trafilatura\\|search_tool\\|GeneralResult\\|web_pages\""
command: /bin/bash -lc "find backend/sensei_search -type f -name '*.py' -print | xargs grep -n \"fetch_web\\|trafilatura\\|search_tool\\|GeneralResult\\|web_pages\""
agent_action: The active Samurai flow already fetches the top five result URLs and sends extracte...
search: Firecrawl extract markdown web page API docs scrape
url: https://docs.firecrawl.dev/api-reference/v2-introduction
url: https://r.jina.ai/docs
search: Diffbot Article API docs extract webpage article markdown
search: Firecrawl pricing credits scrape API pricing
url: https://www.firecrawl.dev/pricing
search: 'Free' in https://www.firecrawl.dev/pricing
agent_action: At this point the choice is between a purpose-built scraper/extractor and a search ...
url: https://docs.diffbot.com/docs/getting-started-with-diffbot-extract
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/search/__init__.py"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/search/__init__.py"
command: /bin/bash -lc "sed -n '1,220p' backend/.env.development.example"
command: /bin/bash -lc "sed -n '1,220p' backend/.env.development.example"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/env.py"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/env.py"
agent_action: I’ve got enough repo context and current provider documentation. I’m pulling exact ...
command: /bin/bash -lc "nl -ba backend/sensei_search/base_agent.py | sed -n '185,212p'"
command: /bin/bash -lc "nl -ba backend/sensei_search/base_agent.py | sed -n '185,212p'"
command: /bin/bash -lc "nl -ba backend/sensei_search/agents/samurai/agent.py | sed -n '290,318p'"
command: /bin/bash -lc "nl -ba backend/sensei_search/agents/samurai/agent.py | sed -n '290,318p'"
command: /bin/bash -lc "nl -ba backend/sensei_search/tools/search/__init__.py | sed -n '1,20p'"
command: /bin/bash -lc "nl -ba backend/sensei_search/tools/search/__init__.py | sed -n '1,20p'"
agent_action: **Provider I’d Choose** Use **Exa Contents API** for managed URL-to-readable-conten...
result: Selected unknown