agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll first inspect the repository shape and existing agent stack, then I’ll compare...
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 "find . -maxdepth 2 -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'README*' -o -name '.env*' \\) -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*' \\) -print"
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`/targeted r...
command: /bin/bash -lc "sed -n '1,220p' README.md"
command: /bin/bash -lc "sed -n '1,220p' README.md"
command: /bin/bash -lc "find . -maxdepth 4 -type f | sed 's#"'^./##'"' | sort | head -250"
command: /bin/bash -lc "find . -maxdepth 4 -type f | sed 's#"'^./##'"' | sort | head -250"
command: /bin/bash -lc "sed -n '1,220p' backend/requirements.txt"
command: /bin/bash -lc "sed -n '1,220p' backend/requirements.txt"
command: /bin/bash -lc "sed -n '1,220p' backend/.env.example"
command: /bin/bash -lc "sed -n '1,220p' backend/.env.example"
command: /bin/bash -lc "sed -n '1,220p' frontend/package.json"
command: /bin/bash -lc "sed -n '1,220p' frontend/package.json"
agent_action: This is a medical triage/routing app, so the web grounding choice needs to favor au...
command: /bin/bash -lc "sed -n '1,280p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '1,280p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '1,260p' backend/cerebras_service.py"
command: /bin/bash -lc "sed -n '1,260p' backend/cerebras_service.py"
command: /bin/bash -lc "sed -n '1,280p' backend/agent_endpoints.py"
command: /bin/bash -lc "sed -n '1,280p' backend/agent_endpoints.py"
command: /bin/bash -lc "sed -n '1,220p' backend/config.py"
command: /bin/bash -lc "sed -n '1,220p' backend/config.py"
command: /bin/bash -lc "sed -n '1,260p' backend/server.py"
command: /bin/bash -lc "sed -n '1,260p' backend/server.py"
agent_action: The current “treatment guidelines” tool is a stub, and the primary symptom analyzer...
command: /bin/bash -lc "sed -n '260,620p' backend/langchain_agents.py"
command: /bin/bash -lc "sed -n '260,620p' backend/langchain_agents.py"
command: /bin/bash -lc "grep -R \"get_treatment_guidelines\\|guidelines\\|search\\|retriev\\|citation\\|source\" -n backend frontend/src README.md | head -200"
command: /bin/bash -lc "grep -R \"get_treatment_guidelines\\|guidelines\\|search\\|retriev\\|citation\\|source\" -n backend frontend/src README.md | head -200"
search: Tavily API documentation search include_domains extract raw_content chunks_per_source
agent_action: I’m going to include OpenAI, Tavily, Exa, Perplexity, and traditional search APIs i...
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"
command: /bin/bash -lc "find . -maxdepth 3 -type f | grep -Ei '(test|spec|pytest|unittest)' | head -100"
command: /bin/bash -lc "find . -maxdepth 3 -type f | grep -Ei '(test|spec|pytest|unittest)' | head -100"
search: OpenAI web search tool Responses API citations user_location search_context_size si...
search: web search tool OpenAI Responses API citations search_context_size official docs
url: https://brave.com/search/api
search: site:docs.tavily.com/documentation/api-reference/endpoint/search Tavily Search API ...
search: OpenAI API HIPAA BAA healthcare official docs
command: /bin/bash -lc "nl -ba backend/cerebras_service.py | sed -n '1,120p'"
command: /bin/bash -lc "nl -ba backend/cerebras_service.py | sed -n '1,120p'"
command: /bin/bash -lc "nl -ba backend/langchain_agents.py | sed -n '1,130p'"
command: /bin/bash -lc "nl -ba backend/langchain_agents.py | sed -n '1,130p'"
command: /bin/bash -lc "nl -ba backend/config.py | sed -n '1,80p'"
command: /bin/bash -lc "nl -ba backend/config.py | sed -n '1,80p'"
command: /bin/bash -lc "nl -ba backend/requirements.txt | sed -n '1,80p'"
command: /bin/bash -lc "nl -ba backend/requirements.txt | sed -n '1,80p'"
search: 'Domain filtering'
url: https://developers.openai.com/api/docs/guides/tools-web-search
url: https://developers.openai.com/api/docs/guides/tools-web-search
url: https://developers.openai.com/api/docs/guides/tools-web-search
url: https://help.openai.com/en/articles/8660679-how-can-i-get-a-business-associate-agreement-baa-with-openai
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://exa.ai/docs/reference/search
url: https://docs.perplexity.ai/guides/search-quickstart
agent_action: **Provider Choice** I’d choose **OpenAI Responses API with the hosted `web_search` ...
result: Selected openai