agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the repository’s agent architecture first so the provider choice is ti...
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.svg'"' | head -200"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.svg'"' | head -200"
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`/`grep`. Th...
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f | sed 's#"'^./##'"' | head -240"
command: /bin/bash -lc "find . -path './node_modules' -prune -o -path './.git' -prune -o -type f | sed 's#"'^./##'"' | head -240"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'README*' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'requirements*.txt' -o -name 'AGENTS.md' \\) -print"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'README*' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'requirements*.txt' -o -name 'AGENTS.md' \\) -print"
agent_action: The repo is a Nuxt app with a small server-side LLM utility, so the decision likely...
command: /bin/bash -lc "sed -n '1,240p' package.json"
command: /bin/bash -lc "sed -n '1,240p' package.json"
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' server/utils/llm.ts"
command: /bin/bash -lc "sed -n '1,260p' server/utils/llm.ts"
command: /bin/bash -lc "sed -n '1,260p' server/api/transaction/statement.post.ts"
command: /bin/bash -lc "sed -n '1,260p' server/api/transaction/statement.post.ts"
command: /bin/bash -lc "sed -n '261,520p' server/api/transaction/statement.post.ts"
command: /bin/bash -lc "sed -n '261,520p' server/api/transaction/statement.post.ts"
agent_action: The existing LLM surface is narrow: statement/header parsing and transaction catego...
command: /bin/bash -lc "sed -n '1,220p' nuxt.config.ts"
command: /bin/bash -lc "sed -n '1,220p' nuxt.config.ts"
command: /bin/bash -lc "find server components composables pages lib types -type f -print | xargs grep -n \"chatCompletion\\|OpenAI\\|fetch(\\|model\\|agent\\|llm\""
command: /bin/bash -lc "find server components composables pages lib types -type f -print | xargs grep -n \"chatCompletion\\|OpenAI\\|fetch(\\|model\\|agent\\|llm\""
command: /bin/bash -lc "find . -maxdepth 2 -type f -name '.env*' -print -o -name '*.md' -print"
command: /bin/bash -lc "find . -maxdepth 2 -type f -name '.env*' -print -o -name '*.md' -print"
search: OpenAI web search tool Responses API citations official documentation site:platform...
url: https://platform.openai.com/docs/guides/tools-web-search?api-mode=responses
search: Brave Search API web search official documentation snippets freshness
url: https://brave.com/search/api
search: Brave Search API LLM context endpoint documentation official
agent_action: The repo doesn’t currently have a general Q&A agent surface; the “agent” is the bud...
command: /bin/bash -lc "nl -ba server/api/transaction/statement.post.ts | sed -n '1,230p'"
command: /bin/bash -lc "nl -ba server/api/transaction/statement.post.ts | sed -n '1,230p'"
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 '1,90p'"
command: /bin/bash -lc "nl -ba nuxt.config.ts | sed -n '1,90p'"
url: https://api-dashboard.search.brave.com/documentation/services/llm-context
url: https://docs.perplexity.ai/docs/search/quickstart
url: https://ai.google.dev/gemini-api/docs/google-search
url: https://ai.google.dev/gemini-api/docs/google-search
agent_action: **Recommendation** Choose **Brave Search API, specifically the LLM Context endpoint...
result: Selected unknown