GitHub
embeddings
Text embeddings for semantic search and similarity. Use when converting text to vectors, choosing embedding models, implementing chunking strategies, or building document similarity features.
☆ 61查看技能
tools academic AI 技能
发现 tools academic 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: tools academic
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GitHub
advanced-guardrails
LLM guardrails with NeMo, Guardrails AI, and OpenAI. Input/output rails, hallucination prevention, fact-checking, toxicity detection, red-teaming patterns. Use when building LLM guardrails, safety checks, or re...
☆ 61查看技能
GitHub
reranking-patterns
Reranking patterns for improving search precision. Use when implementing cross-encoder reranking, LLM-based relevance scoring, or improving retrieval quality in RAG pipelines.
☆ 61查看技能
GitHub
docs-seeker
Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/com...
☆ 61查看技能
GitHub
research-expert
Specialized research expert for parallel information gathering. Use for focused research tasks with clear objectives and structured output requirements.
☆ 60查看技能
GitHub
memory
Search and reason over Atris journal history. Use when user asks about past work, decisions, history, or patterns. Uses RLM pattern (grep first, reason second).
☆ 57查看技能
GitHub
memex-search
Search, filter, and retrieve Claude/Codex history indexed by the memex CLI. Use when the user wants to index history, run lexical/semantic/hybrid search, fetch full transcripts, or produce LLM-friendly JSON out...
☆ 56查看技能
GitHub
automem-search
Search, filter, and retrieve Claude/Codex history indexed by the automem CLI. Use when the user wants to index history, run lexical/semantic/hybrid search, fetch full transcripts, or produce LLM-friendly JSON o...
☆ 56查看技能
GitHub
nia
Use Nia MCP server for external documentation, GitHub repos, package source code, and research. Invoke when needing to index/search remote codebases, fetch library docs, explore packages, or do web research.
☆ 56查看技能
GitHub
study-notes-generator
This skill should be used when the user asks to "create study notes", "generate study notes", "make study notes", "transform to study notes", "convert to study notes", "study note format", or wants to "break do...
☆ 55查看技能
GitHub
verify
Verification + citation workflow. Use whenever the user asks you to look up information, mentions latest/today/real-time, requests news/weather/prices/scores, or whenever you plan to reference external facts. R...
☆ 53查看技能
GitHub
news
News briefing + verification workflow. Use when the user asks for news, headlines, daily briefing, “today's news”, “latest updates”, breaking news, or requests specific current numbers/events that require relia...
☆ 53查看技能
GitHub
cw-official-docs
Creative writing skill for creating canonical reference documentation (wikis) for fictional worlds, characters, and story events. Use when creating or updating wiki pages, official documentation, character prof...
☆ 53查看技能
GitHub
cw-story-critique
Creative writing skill for analyzing and critiquing story content. Use when the user requests feedback, critique, or analysis of their writing. Provides balanced feedback calibrated to intended audience.
☆ 51查看技能
GitHub
research
블로그 콘텐츠를 위한 심층 웹 리서치 프로토콜. 웹 검색, 미디어 수집, 출처 검증, 인용 관리를 포함한다. 콘텐츠 작성 전 리서치가 필요하거나 출처 기반 콘텐츠를 생성할 때 사용한다.
☆ 48查看技能
GitHub
research-synthesis
Synthesize research findings for OAK planning using the oak.plan-research workflow. Use when consolidating findings from codebase exploration, comparing approaches, or creating research/*.md documents.
☆ 48查看技能
GitHub
consultant
Multi-model AI consultation and research. Supports CONSULTATION MODE (ask single expert), RESEARCH MODE (parallel multi-agent), or DELIBERATION MODE (agents debate and refine). USE WHEN user says 'ask gemini',...
☆ 47查看技能
GitHub
capture
Capture conversation content to reviews/, issues/, TODO.md, or Prompt.md with auto-classification
☆ 46查看技能
GitHub
mteb-retrieve
Guidance for text embedding retrieval tasks using sentence transformers or similar embedding models. This skill should be used when the task involves loading documents, encoding text with embedding models, comp...
☆ 46查看技能
GitHub
yelp-search
Search Yelp for local businesses, get contact info, ratings, and hours. Use when finding services (cleaners, groomers, restaurants, etc.), looking up business phone numbers to text, or checking ratings before b...
☆ 46查看技能
GitHub
dpd-database-query
Query the Digital Pāḷi Dictionary database to find words, roots, definitions, and related information
☆ 46查看技能
GitHub
specialist-review
Conducts a focused review from ONE specific specialist's perspective (e.g., Security Specialist, Performance Expert). Use when the user requests "Ask [specialist role] to review [target]", "Get [specialist]'s o...
☆ 46查看技能
GitHub
lobster-bioinformatics
Run bioinformatics analyses using Lobster AI - single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization. Use when analyzing genomics data, searching for papers...
☆ 45查看技能
GitHub
report-writing
Structure and write comprehensive research reports with proper citations. Use when finalizing research findings into a formal report.
☆ 44查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。