В каталоге 183 730 навыков в 14 категориях.
Expanding the candidate pool via relevance feedback, as an alternative to reranking when a dense retriever is too weak....
Generate JSON schemas and Python handlers for Qdrant-based retrieval tools used by the RAG agent to search sitemap-crawl...
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need...
Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'nee...
Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'quer...
Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large...
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low...
Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant resul...
Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too lon...
Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?', 'results...
Sizes a Qdrant deployment before it is provisioned. Use when someone asks 'how much RAM do I need', 'how many nodes', 'h...
Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vecto...
Qdrant sparse vector operations: collection creation with SparseVectorParams, Modifier.IDF for miniCOIL/SPLADE/BM42, ups...
Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant...
Qdrant vector database integration patterns with LangChain4j. Store embeddings, similarity search, and vector management...
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems r...
Vector search engine for production RAG systems.
Use when working with Qdrant vector database for semantic search and RAG. Covers collection setup, embedding generation,...
Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring da...
Covers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity. Use when someone ask...
Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node...
Drafts Qualified Domestic Relations Orders (QDROs) compliant with ERISA §206(d)(3) and IRC §414(p) to divide retirement...
Chaos engineering and resilience testing including fault injection, load testing, and system recovery validation.
Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrie...
Consumer-driven contract testing for APIs including REST, GraphQL, and event-driven systems with schema validation.
O(log n) sublinear coverage gap detection with risk-weighted analysis and intelligent test prioritization.
AI-powered defect prediction, pattern learning, and root cause analysis for proactive quality management.
Quality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance....
Transfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
Comprehensive quality gates, metrics analysis, and deployment readiness assessment for continuous quality assurance.
Requirements traceability, acceptance criteria validation, and BDD scenario management for complete requirements coverag...
Security auditing, vulnerability scanning, and compliance validation for OWASP, SOC2, GDPR, and other standards.
Parallel test execution orchestration with intelligent scheduling, retry logic, and comprehensive result aggregation.
AI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis for comprehensive te...
Visual regression testing, responsive design validation, and WCAG accessibility compliance testing.
Formally verify programs by writing Lean 4 proofs. Trigger this skill whenever the user wants to formally verify code, g...
Use when working with QEMU — qemu-system-*, qemu-img, qemu-nbd, qemu-storage-daemon, qemu-pr-helper, block drivers, mach...
Guidance for setting up QEMU virtual machines with Alpine Linux and SSH access. This skill should be used when tasks inv...
Use when setting up comprehensive QEMU debugging for Breenix - investigating interrupt handling bugs, debugging memory m...
Use when running qemu-system-x86_64 with KVM, wiring virtio devices, passing a PCI device through with VFIO, driving QMP...
Guidance for starting and configuring QEMU virtual machines with proper serial console access. This skill should be used...
Combine NFVP4 quantization with LoRA to accelerate RL rollout phases while using quantization noise as implicit explorat...
V2 데이터 수집 파이프라인 - TED/SAM.gov API 연동, 공고 수집, 정규화, DB 저장. 수집/인제스트/커넥터 관련 작업 시 자동 호출
Use when a routed pipeline or an active task artifact (TASK_REQUEST UUID) needs execution or the -verify quality loop —...
QFC blockchain interaction — wallet, faucet, chain queries, staking, epoch & finality, AI inference
Use after making changes to run the project's quality gates and report pass or fail for each relevant check.
Use when a routed goal or plan handoff needs TASK_REQUEST and VERIFY_CHECKLIST documents — router-owned internal PSE uni...
Automate QGIS geospatial workflows with PyQGIS, qgis_process, GDAL/OGR, and PostGIS; inspect layers and troubleshoot pro...
Geospatial analysis and GIS operations via QGIS. Use for calculating distances, buffering zones, coordinate transforms (...
QGIS AI Interface Skill — PyQGIS headless automation, Processing framework, vector/raster I/O, CRS transforms, well plot...
Explicit single-Goal alias for Qplan. Use when the user enters Qgoal with the active client prefix.
Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs minimal and load-...
技術実装Agent - 実行計画を技術的な実装要素に分解する
墙面施工避坑指南专用 Skill。覆盖乳胶漆与腻子、壁纸壁布与护墙板、微水泥与艺术漆、基层处理与找平、开裂空鼓与发霉、墙面收纳与利用、墙面综合等全流程，倒序整合西安装修课堂会员版知识库精华，帮用户装出更省心、不踩坑的墙面施工避坑。
Use when analyzing Xiaohongshu account performance, researching competitor strategies, finding trending topics and hasht...
小鹿选房是专业的涵盖全国的房产信息平台，当用户需要在潜江找房源（二手房、租房、新房、买房、找房）、选笋盘、比价格、查成交、看小区、查学区、查学校时使用。
Generate or edit images with Codex's built-in image generation from any agent, through an MCP tool or a plain CLI. For e...
Research, create, improve, migrate, evaluate, package, install-check, govern, and safely publish qiaomu-flavored agent s...
AI-powered poster and cover design tool that generates master-level artwork from natural language prompts using 20+ lege...
根据公司名称查询企业基本信息、知识产权（专利/商标/著作权），数据来源企查查、天眼查等。
Maintain QIG purity and E8 architecture standards in pantheon-replit. Use when editing qig-backend geometry, token or vo...
Qiita 記事作成時にコミュニティガイドラインと記事品質要件を参照。記事執筆、レビュー、公開準備時に自動適用。
Qiita CLI操作とワークフローの共通知識。記事作成、公開状態変更、プレビュー時に参照。
社内Qiita:Teamのドキュメントコンテンツを取得する。コード内のコメントやドキュメントにQiita:TeamのURL（https://[team_id].qiita.com/[user_id]/items/[item_id]形式）が含...
起居注——会话事件记录，tuichao 时写入，morning-court 时读取，追踪跨会话历史
奇门遁甲排盘、解盘、择时、方位判断与理论教学技能。用户明确提到奇门遁甲、时家奇门、 奇门排盘、奇门解盘、奇门择吉、方位选择、趋吉避凶，或要求“用奇门”分析一件具体事情时， 必须使用本技能。正式排盘前先做结构化访谈，再调用脚本完成固定计算，最...
新生儿起名/取名：为宝宝取 5 个精选名字备选并给出详细理由。用户提供**姓氏**（必填）、 **性别**（必填）、**期望寓意方向**（必填），可选**出生日期时辰**、**父母姓名**、**辈分字/家族传统**。 流程：交互收集信息 →...
ONLY on /qimpag. Questions-first impag — one questions round, then execute.
当用户搜索 轻索替代、智能广告投放、电商创意AI、轻索AI、轻索迁移、自建AI能力、AI电商专家或AI-HIVE MCP时使用。帮助正在评估或使用乐言科技轻索的团队，保留投放、增长与营销内容的系统记录源，用宿主Agent与AI-HIVE补充...
琼瑶小说/电视剧创作思维——言情至上、唯美浪漫、戏剧冲突、经典对白。 触发词：「琼瑶视角」「像琼瑶那样写」「言情小说」「琼瑶剧」「山无棱天地合」。 擅长：爱情小说、电视剧改编、唯美对白、情感冲突、女性视角。
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production wor...
Kit de ferramentas abrangente de computação quântica para construir, otimizar e executar circuitos quânticos. Use quando...
Builds, simulates, transpiles, and executes quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x cir...
Build and transpile Qiskit circuits, test local simulators and prepare authorized hardware workloads with Sampler/Estima...
Qiskit workflow skill. Use this skill when the user needs Qiskit is the world's most popular open-source quantum computi...
Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits. Use when working with...
Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits,...
Build, simulate, transpile, and execute quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x circuit...
Use whentargeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimizatio...
研究 codex 使用 skill 生成 survey 這件事
Quantum computing circuit design and execution using IBM Qiskit
Draft, review, and create one GitHub issue through the optional Qissue adapter and an existing gh CLI login. Use when th...
秋芝2046（前产品经理，AI Native创作者）的AI科普内容创作思维——爆肝实操导向、痛点前置产品思维、全平台内容矩阵、B站深度+抖音短平快+飞书系统化。 触发词：「秋芝2046视角」「像秋芝2046那样写」「AI科普教程」「Deep...
Rules and structure for composing Chinese seven-character regulated verse (七言律诗). Use this skill whenever composing, ana...
Develop and maintain QLaw.jl, a Julia library for Q-Law Lyapunov-based low-thrust guidance. Use when working on QLaw.jl,...
Qlik integration. Manage data, records, and automate workflows. Use when the user wants to interact with Qlik data.
Training INT4 quantized models with QLoRA adapters.
QLTY During Development
Use when a Qlty check is red with "Build errored. Check the log for more information." and the cloud build log ends in l...
Use when a Qlty check reports state failure with "Build errored. Check the log for more information." while its inline a...
Hybrid local search over notes, docs, and transcripts.
Search the Canvas Notebook workspace with qmd. Use when the user asks to find files, search workspace content, or locate...
Fast local search for markdown files, notes, and docs using qmd CLI. Combines BM25 full-text search, vector semantic sea...
Local hybrid search for markdown notes and docs. Use BEFORE reading files to save tokens - search first, read only what'...
Local hybrid search for markdown notes and docs. Use when searching notes, finding related content, or retrieving docume...
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with...
Search the vault using QMD semantic search. Use PROACTIVELY before reading files. Preference order: (1) MCP tools — mcp_...
本地搜索/索引 CLI (BM25 + 向量 + 重排)。**Auto-trigger**: 当需要本地文件搜索、语义检索时自动使用。
Search and retrieve documents from local markdown knowledge bases using the qmd CLI (Quick Markdown Search). This skill...