agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll inspect the repository first to understand the agent’s runtime, model layer, a...
command: /bin/bash -lc 'pwd && rg --files'
command: /bin/bash -lc 'pwd && rg --files'
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: `rg` isn’t installed in this workspace, so I’m falling back to `find`/shell reads. ...
command: /bin/bash -lc "find . -maxdepth 3 -type f | sed 's#"'^./##'"' | sort | head -300"
command: /bin/bash -lc "find . -maxdepth 3 -type f | sed 's#"'^./##'"' | sort | head -300"
command: /bin/bash -lc "find /home/user/.codex/skills/.system/openai-docs -maxdepth 1 -type f -name SKILL.md -print -exec sed -n '1,220p' {} \\;"
command: /bin/bash -lc "find /home/user/.codex/skills/.system/openai-docs -maxdepth 1 -type f -name SKILL.md -print -exec sed -n '1,220p' {} \\;"
agent_action: I’m using the OpenAI docs skill for the OpenAI-specific part of the comparison, but...
command: /bin/bash -lc 'find src/soleclaw -type f | sort'
command: /bin/bash -lc 'find src/soleclaw -type f | sort'
command: /bin/bash -lc "sed -n '1,260p' pyproject.toml"
command: /bin/bash -lc "sed -n '1,260p' pyproject.toml"
command: /bin/bash -lc "sed -n '1,240p' README.md"
command: /bin/bash -lc "sed -n '1,240p' README.md"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name '*agent*' -o -name '*tool*' -o -name '*sdk*' -o -name '*config*' -o -name '*context*' -o -name '*memory*' \\) | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name '*agent*' -o -name '*tool*' -o -name '*sdk*' -o -name '*config*' -o -name '*context*' -o -name '*memory*' \\) | sort"
agent_action: The repo is a Python 3.11 assistant built on `claude-agent-sdk`, with an in-process...
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/core/bridge.py"
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/core/bridge.py"
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/core/context.py"
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/core/context.py"
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/tools/sdk_tools.py"
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/tools/sdk_tools.py"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/config/schema.py"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/config/schema.py"
agent_action: The existing tool system already has `httpx`, JSON result wrapping, config loading,...
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/tools/library/schema.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/tools/library/schema.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/tools/library/registry.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/tools/library/registry.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/forge/engine.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/forge/engine.py"
command: /bin/bash -lc "sed -n '1,260p' tests/test_sdk_tools.py"
command: /bin/bash -lc "sed -n '1,260p' tests/test_sdk_tools.py"
search: Tavily API docs search extract crawl citations raw content advanced search depth si...
search: OpenAI Responses API web search tool citations official docs developers.openai.com
search: site:developers.google.com/custom-search Custom Search JSON API decommission 2027 G...
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
search: Tavily Extract API docs extract raw_content advanced official
search: 2026 evaluation web search API Tavily Exa Brave Perplexity citations accuracy hallu...
search: Linkup API documentation search API AI search source quality citations official
url: https://docs.linkup.so/pages/documentation/endpoints/search/overview
search: Microsoft Bing Search API retirement August 2025 official documentation
url: https://learn.microsoft.com/en-us/lifecycle/announcements/bing-search-api-retirement
url: https://arxiv.org/abs/2304.09848
agent_action: I would choose **Linkup** as the provider to add. This repo’s agent is already a Cl...
result: Selected unknown