26a6469604
Includes: - New 'web-search' skill - New 'web-research' skill with multi-backend support (claude, llm, kagi) - Automated deployment in bin/deploy-skill.sh - Sops-nix integration for Kagi API key - Documentation updates
71 lines
2.9 KiB
Org Mode
71 lines
2.9 KiB
Org Mode
#+TITLE: Create Web Search Skill
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#+DATE: 2025-11-22
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#+KEYWORDS: web-search, claude-code, antigravity, skills, bash
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#+COMMITS: 0
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#+COMPRESSION_STATUS: uncompressed
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* Session Summary
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** Date: 2025-11-22
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** Focus Area: Implementing a web search capability for Claude Code and Antigravity agents.
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* Accomplishments
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- [X] Explored the `skills` repository structure and documentation (`AGENTS.md`, `RFC-AI-AGENT-EXTENSIBILITY-PATTERNS.md`).
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- [X] Confirmed that Antigravity is not natively supported but can utilize skills via their underlying Bash scripts.
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- [X] Implemented the `web-search` skill based on requirements from `claude-code-web-search.md`.
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- Created `skills/web-search/SKILL.md` documentation.
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- Created `skills/web-search/scripts/search.sh` helper script.
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- [X] Verified the skill functionality by successfully querying "current time in Tokyo" and "latest stable version of python".
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* Key Decisions
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** Decision 1: Implement as a Standard Skill
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- Context: We needed a way to search the web using Claude Code's subprocess capability.
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- Rationale: Following the existing pattern in the `skills` repo ensures compatibility and reusability.
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- Impact: The skill is available for Claude Code (via native loading) and Antigravity (via manual script execution).
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** Decision 2: Use `claude -p` with `--allowedTools`
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- Context: Standard `webfetch` only gets static HTML.
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- Rationale: The `--allowedTools "web_search,WebSearch,mcp__*"` flag explicitly grants the subprocess permission to use the search tool, which is otherwise restricted.
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- Impact: Enables dynamic web searching including "Product Investigation" and "Nix Package Discovery" workflows.
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* Technical Details
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** Code Changes
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- New files created:
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- `skills/web-search/SKILL.md`: Defines the skill interface and usage.
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- `skills/web-search/scripts/search.sh`: Bash wrapper for the `claude` CLI.
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** Commands Used
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```bash
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# The core command implemented in the script
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claude -p "Search the web for '$QUERY'. Provide a summary of findings." \
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--allowedTools "web_search,WebSearch,mcp__*"
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# Verification
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./skills/web-search/scripts/search.sh "current time in Tokyo"
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```
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* Process and Workflow
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** What Worked Well
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- The `skills` repo structure is clear and easy to extend.
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- Using `claude -p` as a bridge to web search is a powerful pattern.
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** What Was Challenging
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- Antigravity does not automatically discover these skills, requiring manual script invocation or future tooling (symlinks/workflows).
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* Context for Future Work
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** Open Questions
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- How best to expose these skills to Antigravity globally?
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- Option 1: Global Binaries (symlinks to `~/.local/bin`).
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- Option 2: Antigravity Workflows (`.agent/workflows/`).
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- We are leaning towards a hybrid approach (Global Binaries + Local Workflow stubs).
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** Next Steps
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- Decide on the global exposure strategy.
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- Commit the new skill to the repository.
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* Session Metrics
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- Commits made: 0 (Work in progress)
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- Files touched: Created `skills/web-search/`
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