agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll first map how the agent is built and where retrieval would plug in, then I’ll ...
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.lock'"' | head -200"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.lock'"' | head -200"
command: /bin/bash -lc "rg -n \"agent|retriev|search|web|openai|anthropic|llm|model|tool|rag|citation|source\" -S . -g '"'!*node_modules*'"' -g '"'!*.lock'"'"
command: /bin/bash -lc "rg -n \"agent|retriev|search|web|openai|anthropic|llm|model|tool|rag|citation|source\" -S . -g '"'!*node_modules*'"' -g '"'!*.lock'"'"
agent_action: `rg` is not installed in this environment, so I’m falling back to `find` and target...
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -path './dist' -prune -o -path './build' -prune -o -type f -print | head -250"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -path './dist' -prune -o -path './build' -prune -o -type f -print | head -250"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f \\( -name '*.py' -o -name '*.ts' -o -name '*.tsx' -o -name '*.js' -o -name '*.jsx' -o -name '*.md' -o -name '*.toml' -o -name '*.json' -o -name '*.yaml' -o -name '*.yml' \\) -print | xargs grep -nEi 'agent|retriev|search|web|openai|anthropic|llm|model|tool|rag|citation|source' 2>/dev/null | head -300"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f \\( -name '*.py' -o -name '*.ts' -o -name '*.tsx' -o -name '*.js' -o -name '*.jsx' -o -name '*.md' -o -name '*.toml' -o -name '*.json' -o -name '*.yaml' -o -name '*.yml' \\) -print | xargs grep -nEi 'agent|retriev|search|web|openai|anthropic|llm|model|tool|rag|citation|source' 2>/dev/null | head -300"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'Cargo.toml' -o -name 'go.mod' \\) -print"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'README*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'Cargo.toml' -o -name 'go.mod' \\) -print"
agent_action: The repository is a compact Python/Gradio travel planner with a custom `LLMClient` ...
command: /bin/bash -lc "sed -n '1,260p' llm_client.py"
command: /bin/bash -lc "sed -n '1,260p' llm_client.py"
command: /bin/bash -lc "sed -n '1,230p' travel_planner.py"
command: /bin/bash -lc "sed -n '1,230p' travel_planner.py"
command: /bin/bash -lc "sed -n '1,190p' config.py"
command: /bin/bash -lc "sed -n '1,190p' config.py"
command: /bin/bash -lc "sed -n '1,220p' prompts.py"
command: /bin/bash -lc "sed -n '1,220p' prompts.py"
agent_action: A key constraint from the code: prompts explicitly ask for “verified” travel recomm...
command: /bin/bash -lc "sed -n '260,460p' llm_client.py"
command: /bin/bash -lc "sed -n '260,460p' llm_client.py"
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 '1,160p' .env.example"
command: /bin/bash -lc "sed -n '1,160p' .env.example"
command: /bin/bash -lc "sed -n '1,120p' requirements.txt"
command: /bin/bash -lc "sed -n '1,120p' requirements.txt"
agent_action: I’ll use the `openai-docs` skill for the OpenAI portion of the comparison, and prim...
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"
search: OpenAI web search tool Responses API citations documentation official
search: site:docs.anthropic.com web search tool API citations Anthropic Messages API
url: https://platform.openai.com/docs/guides/tools-web-search?api-mode=responses
url: https://docs.anthropic.com/en/docs/build-with-claude/citations
url: https://docs.anthropic.com/en/docs/build-with-claude/citations
search: 'citations' in https://docs.perplexity.ai/api-reference/chat-completions-post
search: 2026 study generative search citations accuracy Perplexity OpenAI Google Anthropic ...
url: https://arxiv.org/abs/2304.09848
search: Google Gemini API grounding with Google Maps documentation citations places travel ...
agent_action: **Provider Chosen** I’d choose **Google Gemini API Grounding with Google Search**, ...
result: Selected unknown