Embeddings
Vector embeddings and similarity
ark-embedding
by jneless
skill of vole engine ark model platform embedding api
web-search-browser
by coopergwrenn
Search the web, browse pages, take screenshots, scrape data, and automate web interactions. Use when the user asks to search the web, look something up, visit a website, take a screenshot, or scrape a page.
literature-review
by Victory-Hugo
使用多个学术数据库（如 PubMed、arXiv、bioRxiv、Semantic Scholar 等）开展全面、系统化的文献综述。适用于系统综述、Meta 分析、研究综合，或跨生物医学、科学和技术领域的全面文献检索。可生成包含已验证引用的专业格式 Markdown 文档和 PDF，支持多种引用格式（如 APA、Nature、Vancouver 等）。
google-places
by moldable-ai
Search and fetch place details via Google Places API (New) through aivault (no API key in skill runtime).
astkit-tooling
by ClaudiuCeia
Use when a TypeScript/JavaScript task needs symbol navigation (nav declarations definition references), structural pattern search (search), structural rewrites (patch), or reference-based blast-radius estimation (code-rank). Prefer for compact, scoped repository analysis and migration work; do not use for runtime-path proofs, correctness guarantees, or replacing compiler/tests.
forvm
by pompeii-labs
Connect to the collective intelligence network for AI agents. Share knowledge and query what others have learned.
ai-ml
by ncdevshiv
"AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features."
american-airlines
by CodeDraig
Book flights, manage AAdvantage miles, check flight status, and access American Airlines services
opencode-crane
by AugustChaoTW
CRANE — Autonomous research assistant MCP server with 124 tools covering the full academic research lifecycle. Key trigger phrases: "paper trace" / "do paper trace" → trace_paper; "evaluate paper" / "score paper" → evaluate_paper_v2; "review paper" / "detect defects" → crane_review_full; "diagnose paper" / "diagnose section" → crane_diagnose; "submission check" / "投稿前檢查" → run_submission_check; "simulate submission" / "acceptance probability" → simulate_submission_outcome; "review pipeline" / "full review" → run_review_pipeline; "build index" / "scan paper" → build_paper_index; "semantic search" / "find similar" → semantic_search; "ask library" / "rag" → ask_library; "match journal" → match_journal_v2; "citation graph" → visualize_citations; "karpathy review" / "code review" → karpathy_review; "literature review" / "search papers" → run_pipeline(pipeline="literature-review"); "init project" / "setup" → run_pipeline(pipeline="full-setup"); "what can crane do" / "help" → crane_help(topic=...) or list_workflows().
linkup
by trancong12102
Real-time web search and content retrieval via the Linkup API. Use when up-to-date information from the web, source-backed answers, or direct page content retrieval is required.
content-strategy
by Jackiexiao
（中文）When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," or "content planning." For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit.
mem-skill
by Lilily58
Hybrid conversational memory management using SQLite and a vector database for retrieval-augmented user context. Use when building or updating assistants that need persistent user facts, lexical plus semantic retrieval, conflict arbitration, confidence scoring, temporal validity, and profile injection across turns.
context-and-impact
by ShunsukeHayashi
The Universal Context-to-Execution Pipeline. 最強統合スキル: コンテキスト収集（5層）→ 品質保証 → GNI-First DAG計画 → マルチエージェント実行 → ARIA監査フィードバックループ の完全自動化。 Obsidian Semantic Search + GitNexus Code/Wikilink Graph + Agent Skill Bus + task-dag-planner + ARIA LDD/ADD + cycle-ops self-improvement を一つのパイプラインに統合。
unifuncs-search
by UniFuncs
使用 UniFuncs API 进行实时网络搜索，支持全球和中国地域，获取最新网络内容和新闻。当用户需要搜索、查找、联网获取信息时使用。
exa
by edxeth
Searches the web using Exa's neural embeddings-based search API. Use when needing real-time web information to answer questions, verify facts, debug issues, find code examples, research topics, or clear doubts with authoritative sources. Best for open-ended research, fact-checking, troubleshooting errors with web context, and getting AI answers with citations.
clawddocs
by cgk-platform
Clawdbot documentation expert with decision tree navigation, search scripts, doc fetching, version tracking, and config snippets for all Clawdbot features
Engram Conditional Memory (N-gram Hash Lookup + Offload/Prefetch)
by sovr610
This skill should be used when the user asks to "implement engram memory", "add N-gram hash lookup", "implement tokenizer compression", "add engram layer", "implement CPU offload embeddings", "add async prefetch", "implement multi-head hashing", "add context-aware gating", "implement depthwise causal conv", "add engram encoder", "implement hash embedding retrieval", "add collision mitigation", "implement offloadable embedding", "add prefetch scheduler", "implement engram augmented layer", "add residual fusion", "implement RMSNorm gating", "add engram telemetry", "implement streaming N-gram cache", "add prime-sized hash tables", "implement tokenizer equivalence merging", or mentions engram memory, N-gram hashing, deterministic addressing, CPU offload + prefetch, tokenizer compression, context-aware gating, depthwise causal convolution, hash embedding, encoder-competition mode, layer-augmentation mode, or DeepSeek-style conditional memory in the cognitive pipeline.
idx-md
by Keith-CY
AgentSkill for https://idx.md. Use the index to locate AI agent library topics and fetch HEAD/BODY markdown.
seekdb-docs
by ofx-labs
Provide SeekDB official docs (built-in en-US/zh-CN content + menu maps). Use for docs lookup across SQL/SDK APIs, vector/hybrid search, deployment/ops, integrations (MCP/plugins), etc.
Mindflow
by hrshitkunwar-tech
Collects saved content and bookmarks from social media platforms, organizes them using AI, and generates searchable mind maps for fast knowledge discovery and insight generation.
SKILL.md — Web Research
by iamthetonyb
Never present speculation as fact
rag
by Kiki276
Use when the user has already provided source material and needs a cited, evidence-constrained answer from that material. Not for external retrieval.
numpy-sorting
by cuba6112
Sorting and searching algorithms including O(n) partitioning, binary search, and hierarchical multi-key sorting. Triggers: sort, argsort, partition, searchsorted, lexsort, nan sort order.
ace-search
by PandAddKai
'Use when the task is read-only codebase discovery/search (查找/搜索/定位): find files, functions, classes, call sites, tests, or "where is X implemented" questions; prefer Augment Context Engine MCP (augment-context-engine) codebase retrieval over grep/rg.'