向量嵌入
向量检索与嵌入工作流
analyze-gas-optimization
iskysun96
"Analyze and optimize Aptos Move contracts for gas efficiency, identifying expensive operations and suggesting
feishu-approval
alextangson
飞书审批流管理 Skill。获取审批定义、提交审批实例、添加评论、转办、撤回。当需要自动化提交审批或管理审批流程时使用此 Skill。
deep-research
lv416e
"Conduct comprehensive, multi-source research on any topic using web search, documentation lookup, and critical analysis. This skill should be used when users request thorough investigation, deep research, or comprehensive analysis of topics including but not limited to AI systems, technology trends, academic subjects, business strategies, or current events. 任意のトピックに対して、Web検索、ドキュメント参照、批判的分析を用いた包括的な調査を実施。徹底的な調査、詳細なリサーチ、包括的な分析が必要な場合や、AIシステム、技術トレンド、学術的テーマ、ビジネス戦略、時事問題などについて深く知りたい場合に使用。"
flow-hybrid-search
tiangong-lca
Execute and troubleshoot Supabase edge function flow_hybrid_search, which rewrites flow descriptions and calls hybrid_search_flows with optional filters. Use when validating flow query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
embedding-ft
tiangong-lca
Execute and troubleshoot Supabase edge function embedding_ft that consumes PGMQ embedding jobs, calls AWS SageMaker embeddings, and writes vectors back to Postgres. Use when validating job payload handling, investigating failed embeddings, tuning ack semantics, or adjusting worker auth/environment.
bem-structure
RoleModel
Expert guidance for writing, refactoring, and structuring CSS using BEM (Block Element Modifier) methodology. Provides proper CSS class naming conventions, component structure, and Optics design system integration for maintainable, scalable stylesheets.
code-search
futuregerald
Fast code search agent for finding patterns, understanding features, and exploring the codebase. Use when searching for code, finding usages, or understanding how something works.
process-hybrid-search
tiangong-lca
Execute and troubleshoot Supabase edge function process_hybrid_search, which rewrites process descriptions and calls hybrid_search_processes with optional filters. Use when validating process query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
file-operations
chaterm
Linux file and directory operations
personal-material-search
alchaincyf
快速搜索用户的真实经历、观点和案例素材库（1800+条记录），为内容增加真实性和可信度。当用户提到"真实经历"、"个人案例"、"有根据"、"实际经验"、"素材库"、"找例子"时使用此技能。
google-ai-mode-skill
PleasePrompto
Use this skill when the user requests current information, documentation, coding examples, or web research beyond the knowledge cutoff. Queries Google's AI Search mode to retrieve comprehensive AI-generated overviews with source citations from 100+ websites. Returns markdown with inline footnoted references 1[3]. You will receive a detailed Markdown file with references and information summarized directly from Google's AI search. Ideal for you to get new information and clues for further research.
download-anything
hAcKlyc
Find and download virtually any digital resource from the internet — ebooks, academic papers, movies, TV shows, music, software, images, fonts, courses, and more. Covers both English and Chinese internet ecosystems. Includes CLI tool workflows (yt-dlp, aria2, gallery-dl, spotdl), resource site directories, cloud drive search engines (百度/阿里/夸克网盘搜索), and search techniques (Google dorks). Use when the user wants to: (1) download a video, audio, or media from a URL, (2) find and download an ebook or academic paper, (3) find and download software, (4) search for any digital resource, (5) batch download images or media from a gallery/site, (6) download torrents or magnet links, (7) find free stock assets (images, video, audio, fonts), (8) search Chinese cloud drives for resources, or (9) any task involving finding or downloading digital content from the internet.
search-layer
blessonism
Multi-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (web_search), Exa, Tavily, and Grok to provide high-coverage, high-quality results. Automatically classifies query intent and adjusts search strategy, scoring weights, and result synthesis accordingly. Triggers on "deep search", "multi-source search", or when high-quality research is needed.
github-explorer
blessonism
Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目", "了解一下 XXX", "这个项目怎么样", "分析一下 repo", or any request to explore/evaluate a GitHub project. Covers architecture, community health, competitive landscape, and cross-platform knowledge sources.
lifecyclemodel-hybrid-search
tiangong-lca
Execute and troubleshoot Supabase edge function lifecyclemodel_hybrid_search, which rewrites lifecycle model descriptions and calls hybrid_search_lifecyclemodels with optional filters. Use when validating lifecycle-model query/filter behavior, tuning retrieval prompts, or debugging auth, embedding, and RPC failures.
find-skills
iannuttall
Find and install agent skills with npx playbooks find skill and npx playbooks add skill. Use whenever a skill needs to be discovered or installed.
design-postgres-tables
M4n5ter
Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features
agently-task-dev
okwinds
Use only when the user explicitly wants to build with the Agently framework (mentions Agently/agently/OpenAICompatible/TriggerFlow/ToolExtension/ChromaCollection, or says “用 Agently 做/用 agently 做”). Deliver runnable code plus regression tests validating schema/ensure_keys and streaming (delta/instant/streaming_parse), with optional tools (Search/Browse/MCP), TriggerFlow orchestration, KB (ChromaDB), and serviceization (SSE/WS/HTTP). Do not use for generic streaming/testing questions that are not about Agently, or for prompt-only writing without tests/structure.
pywayne-vio-se3
wangyendt
SE(3) rigid body transformation library for 3D rotation and translation operations. Use when working with robot poses, camera transformations, SLAM systems, or any 3D rigid body motion tasks. Supports SE(3) matrix operations, Lie group/algebra mappings (log/Log, exp/Exp), representation conversions (quaternion, axis-angle, Euler angles), and batch processing of trajectories.
pywayne-dsp
wangyendt
Digital signal processing toolkit for filtering, peak detection, detrending, and curve similarity. Use when working with sensor data, signal preprocessing, feature extraction, noise suppression, or time-series analysis. Includes Butterworth filter, One-Euro filter, signal detrending, DTW curve similarity, Welford standard deviation, and sliding window extrema detection.
pywayne-calibration-magnetometer-calibration
wangyendt
Sensor calibration toolkit with magnetometer calibration using close-form method. Use when calibrating IMU sensors (accelerometer, gyroscope, magnetometer) to compute soft-iron matrix and hard-iron offset for magnetometer correction. Requires sensor fusion with VQF for orientation estimation.
pywayne-vio-so3
wangyendt
SO(3) rotation matrix utilities including Lie group/ Lie algebra operations, rotation representation conversions, skew-symmetric matrix operations, and rotation averaging. Use when working with 3D rotations, robot kinematics, computer vision, SLAM, or any task requiring SO(3) matrix validation and manipulation, quaternion/ axis-angle/ Euler angle conversions, Lie algebra Log/Exp mapping, skew-symmetric matrix operations, or rotation matrix averaging
cloudflare-ai-search
enuno
Cloudflare AI Search for semantic search and vector embeddings in Workers
minimax-web-search
imsus
Search the web for current information using the web_search tool