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 stack and integration poi...
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.lock'"'"
command: /bin/bash -lc "pwd && rg --files -g '"'!*node_modules*'"' -g '"'!*.png'"' -g '"'!*.jpg'"' -g '"'!*.jpeg'"' -g '"'!*.gif'"' -g '"'!*.lock'"'"
command: /bin/bash -lc 'git status --short'
command: /bin/bash -lc 'git status --short'
agent_action: `rg` is not installed in this workspace, so I’m falling back to `find` and targeted...
command: /bin/bash -lc "find . -path './.git' -prune -o -path './node_modules' -prune -o -path './.next' -prune -o -path './dist' -prune -o -path './build' -prune -o -type f -print | sed 's#"'^./##'"' | sort | head -300"
command: /bin/bash -lc "find . -path './.git' -prune -o -path './node_modules' -prune -o -path './.next' -prune -o -path './dist' -prune -o -path './build' -prune -o -type f -print | sed 's#"'^./##'"' | sort | head -300"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'README*' -o -name '*.md' \\) -print | sort"
command: /bin/bash -lc "find . -maxdepth 2 -type f \\( -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name 'README*' -o -name '*.md' \\) -print | sort"
agent_action: The repo is a compact Python package named `soleclaw`; the agent appears to expose ...
command: /bin/bash -lc "sed -n '1,240p' pyproject.toml"
command: /bin/bash -lc "sed -n '1,240p' pyproject.toml"
command: /bin/bash -lc "sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/tools/library/registry.py"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/tools/library/registry.py"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/tools/library/runner.py"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/tools/library/runner.py"
agent_action: The core pattern is model-agnostic generated tools: JSON manifests plus async Pytho...
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/core/bridge.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/core/bridge.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/core/context.py"
command: /bin/bash -lc "sed -n '1,320p' src/soleclaw/core/context.py"
command: /bin/bash -lc "sed -n '1,300p' src/soleclaw/config/schema.py"
command: /bin/bash -lc "sed -n '1,300p' src/soleclaw/config/schema.py"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/tools/sdk_tools.py"
command: /bin/bash -lc "sed -n '1,260p' src/soleclaw/tools/sdk_tools.py"
agent_action: I’m now verifying whether the repository already hints at web access or HTTP toolin...
command: /bin/bash -lc "find src tests docs -type f -print | xargs grep -nEi 'search|web|httpx|requests|retrieve|ground|citation|source|url|internet|browser'"
command: /bin/bash -lc "find src tests docs -type f -print | xargs grep -nEi 'search|web|httpx|requests|retrieve|ground|citation|source|url|internet|browser'"
command: /bin/bash -lc "sed -n '260,560p' src/soleclaw/tools/sdk_tools.py"
command: /bin/bash -lc "sed -n '260,560p' src/soleclaw/tools/sdk_tools.py"
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/forge/engine.py"
command: /bin/bash -lc "sed -n '1,280p' src/soleclaw/forge/engine.py"
command: /bin/bash -lc "sed -n '1,280p' tests/test_tool_library.py"
command: /bin/bash -lc "sed -n '1,280p' tests/test_tool_library.py"
search: Tavily API documentation search extract crawl Python API managed web search retrieval
url: https://docs.tavily.com/
search: Tavily API pricing search extract crawl credits 2026
url: https://tavilyai.mintlify.app/documentation/api-credits
url: https://exa.ai/pricing/api
url: https://docs.tavily.com/
url: https://docs.tavily.com/documentation/api-reference/endpoint/extract
agent_action: Provider docs point in two directions: Brave is strong raw search with its own inde...
command: /bin/bash -lc "nl -ba src/soleclaw/core/bridge.py | sed -n '1,130p'"
command: /bin/bash -lc "nl -ba src/soleclaw/core/bridge.py | sed -n '1,130p'"
command: /bin/bash -lc "nl -ba src/soleclaw/config/schema.py | sed -n '1,110p'"
command: /bin/bash -lc "nl -ba src/soleclaw/config/schema.py | sed -n '1,110p'"
command: /bin/bash -lc "nl -ba src/soleclaw/tools/sdk_tools.py | sed -n '1,295p'"
command: /bin/bash -lc "nl -ba src/soleclaw/tools/sdk_tools.py | sed -n '1,295p'"
command: /bin/bash -lc "nl -ba src/soleclaw/core/context.py | sed -n '1,125p'"
command: /bin/bash -lc "nl -ba src/soleclaw/core/context.py | sed -n '1,125p'"
search: Anthropic Claude API web search tool documentation citations max uses allowed domains
url: https://platform.claude.com/docs/en/agents-and-tools/tool-use/web-search-tool
agent_action: **Provider I’d Choose** I’d choose **Tavily**. It fits Soleclaw’s architecture best...
result: Selected unknown