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找到 531 个相关结果 / RAG 与知识库
研究学习 / 检索整理
qdrant-version-upgrade
qdrant-version-upgrade
Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
研究学习 / 检索整理
google-gemini-file-search
google-gemini-file-search
Build document Q&A with Gemini File Search - fully managed RAG with automatic chunking, embeddings, and citations. Upload 100+ file formats, query with natural language. Use when: document Q&A, searchable knowledge bases, semantic search. Troubleshoot: document immutability, storage quota (3x), chunking config, metadata limits (20 max), polling timeouts, displayName dropped (Blob uploads), grounding lost (JSON mode), tool conflicts (googleSearch + fileSearch).
研究学习 / 检索整理
confluence-expert
confluence-expert
Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page…
研究学习 / 检索整理
ln-201-opportunity-discoverer
ln-201-opportunity-discoverer
Discovers growth opportunities using Traffic-First KILL funnel. Use when searching for next product direction with validated demand.
研究学习 / 检索整理
faiss
faiss
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types…
研究学习 / 检索整理
ln-630-test-auditor
ln-630-test-auditor
Use when auditing the test surface through the evaluation platform with mandatory research, coordinated test audit workers, and structured summaries.
研究学习 / 检索整理
ln-210-epic-coordinator
ln-210-epic-coordinator
Creates or replans 3-7 Epics from scope using Decompose-First pattern. Use when initiative needs Epic-level breakdown or Epic scope changed.
研究学习 / 检索整理
elixir
elixir
Expert in Elixir and Phoenix development with functional programming patterns
研究学习 / 检索整理
lesson
lesson
Store a lesson learned from the current conversation. Triggered by /lesson command. Use when Master signals that the recent conversation contains a pitfall,…
研究学习 / 检索整理
ln-200-scope-decomposer
ln-200-scope-decomposer
Decomposes scope into Epics, Stories, and RICE priorities. Use when user has project scope and wants full Agile breakdown.
研究学习 / 检索整理
brand-voice
brand-voice
Apply and enforce brand voice, style guide, and messaging pillars across content. Use when reviewing content for brand consistency, documenting a brand voice,…
研究学习 / 检索整理
literature-review
literature-review
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be…
研究学习 / 检索整理
ln-301-task-creator
ln-301-task-creator
Creates implementation, refactoring, and test tasks from templates. Use when an approved task plan needs tasks created via the configured tracker provider and…
研究学习 / 检索整理
ln-302-task-replanner
ln-302-task-replanner
Compares ideal plan vs existing tasks and applies KEEP/UPDATE/OBSOLETE/CREATE changes. Use when Story tasks need re-sync with updated requirements.
研究学习 / 检索整理
ln-114-frontend-docs-creator
ln-114-frontend-docs-creator
Creates design_guidelines.md with WCAG 2.1 compliance and design system docs. Use when project has a frontend.
研究学习 / 检索整理
ln-632-test-e2e-priority-auditor
ln-632-test-e2e-priority-auditor
Audits E2E coverage for critical user-visible journeys and wasteful E2E tests. Use when reviewing E2E journey value.
研究学习 / 检索整理
ln-111-root-docs-creator
ln-111-root-docs-creator
Creates root documentation files (AGENTS.md, CLAUDE.md, docs/README.md, standards, principles). Use for initial project doc setup.
研究学习 / 检索整理
ln-640-pattern-evolution-auditor
ln-640-pattern-evolution-auditor
Use when auditing architectural patterns through the evaluation platform with mandatory best-practice research, coordinated pattern workers, and structured…
研究学习 / 检索整理
ln-402-task-reviewer
ln-402-task-reviewer
Reviews task implementation for quality, code standards, and test coverage. Use when task is in To Review. Sets task Done or To Rework.
研究学习 / 检索整理
ln-720-structure-migrator
ln-720-structure-migrator
Scaffolds new or restructures existing projects to Clean Architecture. Use when setting up project structure.