agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the repo first to understand the agent stack and integration points, t...
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 'git status --short'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc "rg -n \"agent|tool|search|retriev|browser|web|OpenAI|anthropic|langchain|llama|model|function\" -S . -g '"'!*node_modules*'"' -g '"'!*.lock'"'"
command: /bin/bash -lc "rg -n \"agent|tool|search|retriev|browser|web|OpenAI|anthropic|langchain|llama|model|function\" -S . -g '"'!*node_modules*'"' -g '"'!*.lock'"'"
agent_action: `rg` is not installed in this workspace, so I’m falling back to `find` and `grep`. ...
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements.txt' -o -name 'Cargo.toml' -o -name 'README*' -o -name '*.md' \\) -print"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements.txt' -o -name 'Cargo.toml' -o -name 'README*' -o -name '*.md' \\) -print"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f | sed 's#"'^./##'"' | head -250"
command: /bin/bash -lc "grep -RInE \"agent|tool|search|retriev|browser|web|OpenAI|anthropic|langchain|llama|model|function\" . --exclude-dir=.git --exclude-dir=node_modules --exclude='*.lock' | head -250"
command: /bin/bash -lc "grep -RInE \"agent|tool|search|retriev|browser|web|OpenAI|anthropic|langchain|llama|model|function\" . --exclude-dir=.git --exclude-dir=node_modules --exclude='*.lock' | head -250"
agent_action: The repo appears to be a Nuxt/Vue personal finance app with a small OpenAI utility,...
command: /bin/bash -lc "sed -n '1,220p' server/utils/llm.ts"
command: /bin/bash -lc "sed -n '1,220p' server/utils/llm.ts"
command: /bin/bash -lc "sed -n '1,180p' nuxt.config.ts"
command: /bin/bash -lc "sed -n '1,180p' nuxt.config.ts"
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 '1,220p' server/api/transaction/statement.post.ts"
command: /bin/bash -lc "sed -n '1,220p' server/api/transaction/statement.post.ts"
command: /bin/bash -lc "sed -n '1,180p' package.json"
command: /bin/bash -lc "sed -n '1,180p' package.json"
agent_action: The current “agent” is a server utility that posts chat-completion requests to a lo...
command: /bin/bash -lc "sed -n '220,460p' server/api/transaction/statement.post.ts"
command: /bin/bash -lc "sed -n '220,460p' server/api/transaction/statement.post.ts"
command: /bin/bash -lc 'find server -type f -maxdepth 4 -print'
command: /bin/bash -lc 'find server -type f -maxdepth 4 -print'
command: /bin/bash -lc 'find types lib composables pages components -type f -maxdepth 4 -print | sort'
command: /bin/bash -lc 'find types lib composables pages components -type f -maxdepth 4 -print | sort'
search: Tavily API documentation search extract TypeScript SDK LLM agents official
url: https://docs.tavily.com/
agent_action: I’m going to include OpenAI’s native web search as a serious alternative because th...
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: site:platform.openai.com/docs web search tool Responses API OpenAI
search: Tavily pricing API official
search: site:exa.ai/docs pricing Exa API credits
search: site:docs.tavily.com Search API Tavily include raw content chunks max results TypeS...
search: site:api-dashboard.search.brave.com llm context Brave Search API documentation
agent_action: I’ve got enough provider evidence now. I’m doing one final pass over the local file...
command: /bin/bash -lc "nl -ba server/utils/llm.ts | sed -n '1,90p'"
command: /bin/bash -lc "nl -ba server/utils/llm.ts | sed -n '1,90p'"
command: /bin/bash -lc "nl -ba nuxt.config.ts | sed -n '1,70p'"
command: /bin/bash -lc "nl -ba nuxt.config.ts | sed -n '1,70p'"
command: /bin/bash -lc "nl -ba server/api/transaction/statement.post.ts | sed -n '1,130p'"
command: /bin/bash -lc "nl -ba server/api/transaction/statement.post.ts | sed -n '1,130p'"
command: /bin/bash -lc "nl -ba package.json | sed -n '1,80p'"
command: /bin/bash -lc "nl -ba package.json | sed -n '1,80p'"
agent_action: **Provider** I’d choose **Tavily**. This repo’s LLM path is a custom server utility...
result: Selected unknown