向量嵌入
向量检索与嵌入工作流
dark-mode
dylantarre
Implements theme switching with semantic tokens and prefers-color-scheme detection. Use when adding dark mode, light/dark themes, color scheme toggles, or converting hardcoded colors to theme-aware tokens.
caveman
jwiegley
Compress and simplify prompts to preserve meaning while reducing use of context
claude-code
jwiegley
Prime Claude Code sessions with proper use of installed plugins and tools: Claude-mem (persistent memory), git-ai-search (conversation context from git), Cozempic (context weight management), and PAL MCP (multi-model collaboration). Use at session start to establish good habits.
clawpod
joinmassive
Read any website or search Google, even when sites block bots or are geo-restricted. Handles CAPTCHAs, JavaScript rendering, and anti-bot protection server-side via residential proxies. Returns HTML or structured JSON.
research
modu-ai
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.
ruanyifeng-weekly-skill
DophinL
搜索阮一峰科技爱好者周刊 GitHub issues 中的工具和资源。当用户想找工具、开源项目、网站或资源时使用，尤其是提到「阮一峰」「周刊」「ruanyifeng」或在中文语境下询问工具推荐时触发。
papertrail
jwmossmoz
Query and download logs from SolarWinds Observability (formerly Papertrail) using the paperctl CLI. Use when: (1) Downloading logs from Taskcluster workers or other systems (2) Searching for specific log entries across systems (3) Investigating CI failures by pulling worker logs (4) Listing available entities (hosts) in SolarWinds Observability Triggers: "papertrail", "pull logs", "worker logs", "download logs", "search logs"
parallel-ai-search
tristanmanchester
Web search + URL extraction via Parallel Search/Extract APIs. Use for up-to-date research, domain-scoped searching, and extracting LLM-ready excerpts/markdown from URLs.
index-status
agentika-labs
Use this skill when the user asks to "check index status", "is the index healthy", "index diagnostics", "search index health", or mentions keywords related to verifying grepika search index state.
google-devdocs
spm1001
Orchestrates Google developer documentation lookups via REST API using a 2-step search-then-retrieve workflow (curl + jq, no MCP). BEFORE scraping or guessing at Google API docs, invoke FIRST — returns fresh Markdown from 11 indexed sites including docs.cloud.google.com, firebase.google.com, developer.android.com, and ai.google.dev. Triggers on 'check the Google docs', 'look up the Firebase docs', 'what do the Cloud docs say', 'Google API documentation', 'search Google developer docs'. (user)
linear-triage
OmniNode-ai
Scan all non-completed Linear tickets, verify status against actual PR state, auto-mark done tickets, flag stale ones, and identify orphans needing epic assignment
braindb
Uzxyr-btw
Persistent, semantic memory for AI agents. Gives your AI long-term recall that survives compaction and session resets — 98% accuracy, 20ms latency.
paper-digest
iamseungpil
Generate shareable paper summaries for Discord/Slack/Twitter. Use when user provides arxiv paper(s) and wants a digestible summary to share. Triggers on phrases like "논문 요약", "paper summary", "share this paper", "디스코드에 공유", "summarize for sharing". Produces insight-centered single-paragraph summaries that explain WHY research matters, not just WHAT it does.
Capability Graph Builder
daffy0208
Build queryable capability graphs from manifests using Codex for relationship inference between skills, resources, and capabilities.
Knowledge Base Manager
daffy0208
Design, build, and maintain comprehensive knowledge bases. Bridges document-based (RAG) and entity-based (graph) knowledge systems. Use when building knowledge-intensive applications, managing organizational knowledge, or creating intelligent information systems.
RAG Implementer
daffy0208
Implement retrieval-augmented generation systems. Use when building knowledge-intensive applications, document search, Q&A systems, or need to ground LLM responses in external data. Covers embedding strategy, vector stores, retrieval pipelines, and evaluation.
Knowledge Graph Builder
daffy0208
Design and build knowledge graphs. Use when modeling complex relationships, building semantic search, or creating knowledge bases. Covers schema design, entity relationships, and graph database selection.
Manifest Generator
daffy0208
Auto-generate capability manifests from skill/MCP descriptions using Codex-powered semantic analysis and structured extraction.
drug-labels-search
yorkeccak
Search FDA drug labels with natural language queries. Official drug information, indications, and safety data via Valyu.
drugbank-search
yorkeccak
Search DrugBank comprehensive drug database with natural language queries. Drug mechanisms, interactions, and safety data powered by Valyu.
drug-discovery-search
yorkeccak
End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by Valyu.
literature-search
yorkeccak
Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.
biomedical-search
yorkeccak
Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. Powered by Valyu semantic search.
arxiv-search
yorkeccak
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.