agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the repo first to understand what “agent” means here and where web-con...
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` isn’t installed in this environment, so I’m falling back to standard filesyste...
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 small full-stack app with a Python backend and a `sensei_search` package....
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 '1,240p' README.md"
command: /bin/bash -lc "sed -n '1,240p' README.md"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/config.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/config.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/server.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/server.py"
command: /bin/bash -lc "sed -n '240,520p' backend/sensei_search/base_agent.py"
command: /bin/bash -lc "sed -n '240,520p' backend/sensei_search/base_agent.py"
command: /bin/bash -lc 'find backend/sensei_search -maxdepth 6 -type f | sort'
command: /bin/bash -lc 'find backend/sensei_search -maxdepth 6 -type f | sort'
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 '1,180p' backend/requirements.txt"
command: /bin/bash -lc "sed -n '1,180p' backend/requirements.txt"
command: /bin/bash -lc "sed -n '1,280p' backend/sensei_search/agents/shogun/prompts.py"
command: /bin/bash -lc "sed -n '1,280p' backend/sensei_search/agents/shogun/prompts.py"
command: /bin/bash -lc "sed -n '1,280p' backend/sensei_search/agents/shogun/agent_v2.py"
command: /bin/bash -lc "sed -n '1,280p' backend/sensei_search/agents/shogun/agent_v2.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 '1,260p' backend/sensei_search/tools/search/base.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/base.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"
agent_action: The backend already has a local fetch path in `BaseAgent.fetch_web_pages`: `aiohttp...
command: /bin/bash -lc "sed -n '280,620p' backend/sensei_search/agents/shogun/agent_v2.py"
command: /bin/bash -lc "sed -n '280,620p' backend/sensei_search/agents/shogun/agent_v2.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/agents/shogun/agent_v1.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/agents/shogun/agent_v1.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/__init__.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/__init__.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/__init__.py"
command: /bin/bash -lc "sed -n '1,260p' backend/sensei_search/tools/search/__init__.py"
agent_action: The active server imports `agents.shogun.agent_v2`, so that is the path that matter...
search: Firecrawl docs scrape endpoint formats markdown javascript rendering actions waitFo...
url: https://docs.firecrawl.dev/advanced-scraping-guide?trk=public_post_comment-text
search: 'Batch scrape' in https://docs.firecrawl.dev/advanced-scraping-guide?trk=public_pos...
url: https://docs.firecrawl.dev/advanced-scraping-guide?trk=public_post_comment-text
search: site:jina.ai reader API javascript rendering docs r.jina.ai
url: https://jina.ai/en-US/reader/
search: 'X-Engine' in https://github.com/jina-ai/reader
url: https://docs.tavily.com/api-reference/endpoint/extract
search: site:docs.browserbase.com Stagehand extract docs Browserbase
url: https://docs.browserbase.com/use-cases/scraping-website
agent_action: The provider docs point to a clear integration shape: keep SearxNG/Bing for discove...
command: /bin/bash -lc "sed -n '1,200p' backend/.env.production.example"
command: /bin/bash -lc "sed -n '1,200p' backend/.env.production.example"
command: /bin/bash -lc "sed -n '1,200p' backend/.env.development.example"
command: /bin/bash -lc "sed -n '1,200p' backend/.env.development.example"
command: /bin/bash -lc "sed -n '1,200p' backend/sensei_search/models.py"
command: /bin/bash -lc "sed -n '1,200p' backend/sensei_search/models.py"
search: Firecrawl v2 scrape API reference response markdown data success
search: Firecrawl v2 batch scrape API reference response
agent_action: Before editing, I’m keeping the current search providers intact. The code change wi...
agent_action: The Firecrawl path is now optional and isolated. I’m checking type/import issues ne...
command: /bin/bash -lc "sed -n '1,120p' backend/sensei_search/config.py"
command: /bin/bash -lc "sed -n '1,120p' backend/sensei_search/config.py"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/webpage.py"
command: /bin/bash -lc "sed -n '1,220p' backend/sensei_search/tools/webpage.py"
command: /bin/bash -lc "sed -n '245,355p' backend/sensei_search/agents/shogun/agent_v2.py"
command: /bin/bash -lc "sed -n '245,355p' backend/sensei_search/agents/shogun/agent_v2.py"
command: /bin/bash -lc "sed -n '1,200p' backend/sensei_search/env.py"
command: /bin/bash -lc "sed -n '1,200p' backend/sensei_search/env.py"
command: /bin/bash -lc "find backend -maxdepth 1 -type f -name '.env*' -print -exec sed -n '1,80p' {} \\;"
command: /bin/bash -lc "find backend -maxdepth 1 -type f -name '.env*' -print -exec sed -n '1,80p' {} \\;"
command: /bin/bash -lc "sed -n '1,220p' Makefile"
command: /bin/bash -lc "sed -n '1,220p' Makefile"
agent_action: There is no real `.env.development` in the worktree, only examples, so import-level...
command: /bin/bash -lc 'python --version'
command: /bin/bash -lc 'python --version'
command: /bin/bash -lc 'python -m compileall backend/sensei_search'
command: /bin/bash -lc 'python -m compileall backend/sensei_search'
agent_action: Syntax compilation passed. I’m going one level deeper with the repo’s declared form...
command: /bin/bash -lc 'poetry run mypy sensei_search'
command: /bin/bash -lc 'poetry run mypy sensei_search'
command: /bin/bash -lc 'poetry run black --check sensei_search'
command: /bin/bash -lc 'poetry run black --check sensei_search'
command: /bin/bash -lc 'poetry run isort --check-only sensei_search'
command: /bin/bash -lc 'poetry run isort --check-only sensei_search'
agent_action: `poetry` is not installed in this sandbox, so the Poetry-based `mypy`, `black`, and...
command: /bin/bash -lc "PYTHONPATH=backend SEARXNG_URL=http://localhost REDIS_HOST=localhost BING_API_KEY= SM_MODEL_URL=http://localhost SM_MODEL=test SM_MODEL_API_KEY=[redacted] MD_MODEL_URL=http://localhost MD_MODEL=test MD_MODEL_API_KEY=[redacted] python - <<'PY'
from sensei_search.tools.webpage import is_webpage_extraction_enabled, truncate_content
from sensei_search.agents.shogun.agent_v2 import ShogunAgent
print(is_webpage_extraction_enabled())
print(truncate_content('ok'))
print(ShogunAgent.__name__)
PY"
command: /bin/bash -lc "PYTHONPATH=backend SEARXNG_URL=http://localhost REDIS_HOST=localhost BING_API_KEY= SM_MODEL_URL=http://localhost SM_MODEL=test SM_MODEL_API_KEY=[redacted] MD_MODEL_URL=http://localhost MD_MODEL=test MD_MODEL_API_KEY=[redacted] python - <<'PY'
from sensei_search.tools.webpage import is_webpage_extraction_enabled, truncate_content
from sensei_search.agents.shogun.agent_v2 import ShogunAgent
print(is_webpage_extraction_enabled())
print(truncate_content('ok'))
print(ShogunAgent.__name__)
PY"
agent_action: The import smoke test is blocked because backend dependencies are not installed in ...
command: /bin/bash -lc 'find backend/sensei_search -type d -name __pycache__ -print'
command: /bin/bash -lc 'find backend/sensei_search -type d -name __pycache__ -print'
agent_action: I’m removing only Python bytecode cache directories created by my compile check; no...
command: /bin/bash -lc 'find backend/sensei_search -type d -name __pycache__ -prune -exec rm -rf {} +'
command: /bin/bash -lc 'find backend/sensei_search -type d -name __pycache__ -prune -exec rm -rf {} +'
command: /bin/bash -lc 'git diff -- backend/sensei_search/config.py backend/sensei_search/tools/webpage.py backend/sensei_search/agents/shogun/agent_v2.py backend/.env.development.example backend/.env.production.example'
command: /bin/bash -lc 'git diff -- backend/sensei_search/config.py backend/sensei_search/tools/webpage.py backend/sensei_search/agents/shogun/agent_v2.py backend/.env.development.example backend/.env.production.example'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: The diff looks scoped: env examples, config, the active Shogun agent, and one new e...
command: /bin/bash -lc "python - <<'PY'
from pathlib import Path
for path in [
Path('backend/sensei_search/config.py'),
Path('backend/sensei_search/tools/webpage.py'),
Path('backend/sensei_search/agents/shogun/agent_v2.py'),
]:
compile(path.read_text(), str(path), 'exec')
print(f'OK {path}')
PY"
command: /bin/bash -lc "python - <<'PY'
from pathlib import Path
for path in [
Path('backend/sensei_search/config.py'),
Path('backend/sensei_search/tools/webpage.py'),
Path('backend/sensei_search/agents/shogun/agent_v2.py'),
]:
compile(path.read_text(), str(path), 'exec')
print(f'OK {path}')
PY"
agent_action: Touched-file syntax checks passed. The remaining validation gap is dependency-based...
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: Implemented an optional Firecrawl-backed extraction path. Provider I’d choose: **Fi...
result: Selected unknown