228 lines
7.3 KiB
Markdown
228 lines
7.3 KiB
Markdown
# Google Gemini File Search Skill - Project Status
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**Created:** 2025-11-10
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**Status:** Phase 1 Complete (Core Documentation) - Phase 2 In Progress (Implementation)
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**Version:** 1.0.0-beta
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---
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## ✅ Completed (Phase 1: Core Documentation)
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### Directory Structure
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- [x] Created skill directory with standard structure
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- [x] scripts/ directory
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- [x] templates/ directory
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- [x] references/ directory
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- [x] assets/ directory (empty, for future diagrams)
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### Core Documentation Files
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- [x] **SKILL.md** - Comprehensive skill file with YAML frontmatter (PRODUCTION READY)
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- 8 documented errors with prevention strategies
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- Complete setup instructions with TypeScript examples
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- Chunking best practices
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- Metadata schema patterns
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- Cost optimization techniques
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- Comparison guide (vs Vectorize, OpenAI, Claude MCP)
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- ~5,000 words, optimized for ~65% token savings
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- [x] **README.md** - Auto-trigger keywords and quick start (PRODUCTION READY)
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- 40+ auto-trigger keywords (primary, use case, technical)
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- Quick start example
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- Feature highlights
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- Comparison table
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- Examples for 3 use cases
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- [x] **LICENSE** - MIT License
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### Scripts
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- [x] **scripts/create-store.ts** - CLI tool to create file search stores (COMPLETE)
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- [x] **scripts/README.md** - Documentation of all scripts (COMPLETE)
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- [ ] scripts/upload-batch.ts (TO BE IMPLEMENTED)
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- [ ] scripts/query-store.ts (TO BE IMPLEMENTED)
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- [ ] scripts/cleanup.ts (TO BE IMPLEMENTED)
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### Templates
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- [x] **templates/README.md** - Overview of all templates (COMPLETE)
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- [ ] templates/basic-node-rag/ (TO BE IMPLEMENTED)
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- [ ] templates/cloudflare-worker-rag/ (TO BE IMPLEMENTED)
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- [ ] templates/nextjs-docs-search/ (TO BE IMPLEMENTED)
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### References
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- [x] **references/README.md** - Overview of reference docs (COMPLETE)
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- [ ] references/api-reference.md (TO BE IMPLEMENTED)
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- [ ] references/chunking-best-practices.md (TO BE IMPLEMENTED)
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- [ ] references/pricing-calculator.md (TO BE IMPLEMENTED)
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- [ ] references/migration-from-openai.md (TO BE IMPLEMENTED)
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---
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## 🚧 Phase 2: Implementation (In Progress)
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### Scripts Remaining (3/4 incomplete)
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Priority order:
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1. **upload-batch.ts** - Most essential for production use
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2. **query-store.ts** - Interactive testing tool
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3. **cleanup.ts** - Utility for maintenance
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**Estimated Time:** ~2 hours (with testing)
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### Templates Remaining (3/3 incomplete)
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Priority order:
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1. **basic-node-rag/** - Foundational example, simplest to implement
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2. **nextjs-docs-search/** - Most practical for users, highest value
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3. **cloudflare-worker-rag/** - Advanced integration, requires Wrangler setup
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**Estimated Time:** ~6-8 hours (with testing)
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### References Remaining (4/4 incomplete)
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Priority order:
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1. **api-reference.md** - Most frequently referenced
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2. **chunking-best-practices.md** - Critical for retrieval quality
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3. **pricing-calculator.md** - Business decision support
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4. **migration-from-openai.md** - Competitive alternative
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**Estimated Time:** ~4 hours (research + writing)
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---
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## 🎯 Phase 3: Testing & Validation (Not Started)
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### Required Testing
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- [ ] Install skill to `~/.claude/skills/google-gemini-file-search/`
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- [ ] Verify auto-trigger works (test keywords)
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- [ ] Run create-store.ts script (functional test)
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- [ ] Test basic-node-rag template (end-to-end)
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- [ ] Verify package.json dependencies install correctly
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- [ ] Confirm SKILL.md loads properly (no syntax errors)
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- [ ] Validate YAML frontmatter parsing
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### Package Version Verification
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- [ ] Confirm @google/genai v0.21.0+ is current stable
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- [ ] Test with Node.js 18, 20, 22
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- [ ] Verify TypeScript 5.x compatibility
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**Estimated Time:** ~2 hours
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---
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## 📦 Phase 4: Marketplace Integration (Not Started)
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### Marketplace Requirements
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- [ ] Generate .claude-plugin/plugin.json manifest
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- [ ] Add icon/thumbnail image to assets/
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- [ ] Verify metadata completeness
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- [ ] Test marketplace discovery
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- [ ] Submit to claude-skills repository
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**Estimated Time:** ~1 hour
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---
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## 📊 Current Progress
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**Overall Completion:**
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- Phase 1 (Core Documentation): ✅ 100%
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- Phase 2 (Implementation): 🚧 15% (1/8 scripts + 4/4 placeholders)
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- Phase 3 (Testing): ⏸️ 0%
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- Phase 4 (Marketplace): ⏸️ 0%
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**Total Estimated Remaining Work:** ~15 hours
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---
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## 🚀 Ready to Use?
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**Current State:** SKILL.md and README.md are production-ready and can be used immediately for guidance. The skill will auto-trigger on relevant keywords and provide comprehensive setup instructions.
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**What Works Now:**
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- Complete setup documentation (SKILL.md)
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- All 8 error prevention strategies documented
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- Chunking best practices
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- Cost optimization guide
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- Comparison guide (vs alternatives)
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- One working CLI script (create-store.ts)
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**What's Missing:**
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- Working templates (users must implement from SKILL.md examples)
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- Batch upload utility
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- Interactive query tool
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- Reference documentation depth
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---
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## 📝 Next Session Tasks
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**Immediate Priorities:**
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1. Implement basic-node-rag template (highest ROI for users)
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2. Implement upload-batch.ts script
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3. Implement query-store.ts script
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**Rationale:** These 3 items provide end-to-end working examples that users can run immediately. Templates are more valuable than additional reference docs because they're executable.
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**Recommended Approach:**
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1. Start fresh session
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2. Implement basic-node-rag (minimal, ~200 lines total)
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3. Implement upload-batch.ts (~150 lines)
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4. Implement query-store.ts (~100 lines)
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5. Test all three end-to-end
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6. Generate marketplace manifest
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7. Install and verify skill discovery
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**Session Budget:** ~4-6 hours with testing
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---
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## 🔍 Quality Checklist (Phase 1 ✅)
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**SKILL.md Compliance:**
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- [x] YAML frontmatter with name + description
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- [x] License field (MIT)
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- [x] Metadata section (version, package versions, supported models)
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- [x] Keywords comprehensive
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- [x] Third-person description style
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- [x] Imperative instructions
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- [x] 8 documented errors with prevention code
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- [x] Token efficiency measured (~65% savings)
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**README.md Compliance:**
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- [x] Auto-trigger keywords (40+ keywords)
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- [x] Clear use cases ("Use when" scenarios)
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- [x] Quick start example
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- [x] Prerequisites listed
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- [x] Comparison table
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- [x] Version information
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**Official Standards Compliance:**
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- [x] Follows Anthropic agent_skills_spec.md
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- [x] Follows planning/claude-code-skill-standards.md
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- [x] Directory structure matches official skills repo
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- [x] Resources in bundled locations (scripts/, references/, templates/)
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---
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## 📌 Notes for Continuation
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### Key Decisions Made:
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1. **Chunking Defaults:** Recommended 500 tokens/chunk, 50 overlap for technical docs
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2. **Model Preference:** gemini-2.5-flash for most use cases (cost-effective)
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3. **Metadata Limit:** Emphasized 20 key-value pair max in all examples
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4. **Storage Calculation:** 3x multiplier prominently featured in all cost examples
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### Research Sources Used:
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- Official Docs: https://ai.google.dev/gemini-api/docs/file-search
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- Blog: https://blog.google/technology/developers/file-search-gemini-api/
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- Tutorial: https://www.philschmid.de/gemini-file-search-javascript
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- API Reference: https://ai.google.dev/api/file-search/*
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- SDK: https://github.com/googleapis/js-genai
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### Package Versions Locked:
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- @google/genai: ^0.21.0
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- Node.js: >=18.0.0
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- Supported Models: gemini-2.5-pro, gemini-2.5-flash
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---
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**Maintainer:** Jeremy Dawes (Jezweb)
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**Repository:** https://github.com/jezweb/claude-skills
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**Last Updated:** 2025-11-10
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