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pysam-sam-bam-summary-starterA framework for discovering, compiling, and validating reusable skills for scientific agents.
pyscn-mcpPython code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.
pyscrappyWeb-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
pyside6-engineerDesign, implement, refactor, and review PySide6 desktop applications. Use for Qt for Python widgets, signals a
pytest-code-reviewReviews pytest test code for async patterns, fixtures, parametrize, and mocking. Use when reviewing test_*.py
pytest-patternsPytest testing patterns, anti-patterns, and quality rules
pythComplete guide for Pyth Network - decentralized oracle providing real-time price feeds for DeFi. Covers price
pyth-oracleIntegrate Pyth oracle prices into a Sui Move package. Use when the user mentions Pyth or wants price oracles o
pythonInstall the right AI skills for your project stack in one command
python-313-modern-syntaxPython 3.13 modern syntax and typing reference. Use this skill when answering questions about or applying Pyth
python-anti-patternsUse this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing
python-api-docsRender Python docstrings into a browsable, published API reference with Sphinx, autodoc, napoleon, and MyST.
python-appservice-deployDeploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: \"Flask App Service\", \"Django Ap
python-architectCreates high-level Python architecture with protocols, test stubs, and module structure. Use when designing Py
python-async-patternsPython asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, sem
python-background-jobsPython background job patterns including task queues, workers, and event-driven architecture. Use when impleme
python-best-practicePython 开发最佳实践，涵盖项目结构、类型提示、异步编程、FastAPI/Django、pytest 测试模式
python-best-practicesPython development best practices including PEP 8 style guidelines, type hints, docstring conventions, and com
python-cli-patternsCLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, c
python-codeMake sure to ALWAYS use this skill when working with python code! Help designing, structuring, and maintaining
python-code-fixerUse this skill when applying fixes to Python 3 code review findings from REVIEW.md. Covers reading source file
python-code-reviewReviews Python code for type safety, async patterns, error handling, and common mistakes. Use when reviewing .
python-code-stylePython code style, linting, formatting, naming conventions, and documentation standards. Use when writing new
python-coderImplements Python code following PEP 8, type hints, and project conventions. Use when implementing features de
python-configurationPython configuration management via environment variables and typed settings. Use when externalizing config, s
python-conventionsTeam-specific Python conventions — credential management with dotenv, API client rules, LLM response parsing,
python-csv-generationGenerate structured CSV files from Python data using the csv module for tabular data export.
python-database-patternsSQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async
python-debugpyDebug Python: pdb REPL + debugpy remote (DAP).
python-design-patternsPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inh
python-devOpinionated Python development setup with uv, ty, ruff, pytest, and just. Use when creating a new Python proje
python-developmentProfessional Python development skill covering modern Python 3.10+, FastAPI, Django, Flask, async programming,
python-docs-mcp-serverThe canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
python-docxProgrammatically read, modify, and create Word documents (.docx) with python-docx library
python-engineerPython后端工程师技能。当需要实现Python后端功能、异步REST API、数据处理管道、AI/ML推理服务或Web爬虫工作流时使用。关键词：Python、FastAPI、Pydantic、SQLAlchemy、a
python-envFast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, p
python-error-handlingPython error handling patterns including input validation, exception hierarchies, and partial failure handling
python-expertUse for Python code changes, FastAPI/Django/Flask services, packaging, typing, async, pytest, data scripts, de
python-expert-best-practices-code-reviewPython best practices for writing production-grade code. This skill should be used when writing, reviewing, or
python-fastapiPython FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-
python-fastapi-patternsFastAPI web framework patterns. Triggers on: fastapi, api endpoint, dependency injection, pydantic model, open
python-guideUse when writing or editing Python 3.12+ for APIs, data processing, scripting, or tooling. Triggers on `.py` f
python-guidelinesThis skill should be used when writing, reviewing, or refactoring Python code. Covers code integration, idioma
python-idioms写 Python 时使用。地道、安全、可维护的 Python 写法。
python-logging-best-practicesPython logging with loguru, structlog, and orjson. TRIGGERS - loguru, structlog, structured logging
python-lspSemantic Python code queries via a stdio LSP client driving pyright-langserver. Provides binding-resolved go-t
python-mcp-server-generatorGenerate a complete MCP server project in Python with tools, resources, and proper configuration
python-memory-safe-scriptsMemory-safe Python script patterns for long-running processes under systemd MemoryMax constraints. Covers allo
python-modern-design-patternsModern Python design patterns, typing idioms, and language mechanics. Use whenever the user asks about or is w
python-observabilityPython observability patterns including structured logging, metrics, and distributed tracing. Use when adding
python-observability-patternsObservability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometh
python-packagingCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to
python-patternsPythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintaina
python-performance-optimizationProfile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when de
python-pillow-graphicsCreate technical graphics, diagrams, and posters using Python Pillow library with precise color control and ty
python-pipelinePython data processing pipelines with modular architecture. Use when building content processing workflows, im
python-proUse when building Python 3.11+ applications requiring type safety, async programming, or robust error handling
python-projectDebug Python code in this project.
python-project-setupSets up Python projects with modern tooling including pyproject.toml, linting with ruff, formatting, type chec
python-project-structurePython project organization, module architecture, and public API design.
python-pypi-package-builderEnd-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library
python-pytest-patternspytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test cove
python-quality-gatePython quality checks: ruff, pytest, mypy, bandit in deterministic order.
python-refactorPerform AST-aware Python refactors using the rope library. Handles parameter annotations, import management, r
python-resiliencePython resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant deco
python-resource-managementPython resource management with context managers, cleanup patterns, and streaming. Use when managing connectio
python-rope-refactorRope-first workflow for ANY mechanical Python rename/move (functions/methods/classes/variables/modules/package
python-servicesPython patterns for CLI tools, async parallelism, and backend services. Use when building CLI apps, async/para
python-styleValidate Python code against style and architectural conventions
python-testingPython testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requ
python-testing-patternsImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use wh
python-tkiconAdd a custom icon to any Python Tkinter application. Use this skill whenever the user is working on a Python/T
python-type-safetyPython type safety with type hints, generics, protocols, and strict type checking.
python-typing-patternsPython type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy,
python-visualsPython visual creation and matplotlib/seaborn patterns for PBIR reports. Automatically invoke when the user me
pytorchPyTorch deep learning framework with dynamic graphs. Use for neural networks.
pytorch-fsdpExpert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precisi
pytorch-fsdp2Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload conf
pytorch-lightningHigh-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callback
pytorch-loss-implementationImplement loss functions in PyTorch with proper tensor operations.
pytorch-patternsPyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pi
pytorch-preference-optimizationPyTorch patterns for implementing preference optimization losses (DPO, SimPO, etc.) for LLM training.
pyunbrowserChrome-free MCP web access for agents with low-token page maps and browser escalation hints.
pyvene-interventionsProvides guidance for performing causal interventions on PyTorch models using pyvene's declarative interventio
pywencai同花顺问财数据查询：使用中文自然语言查询A股、指数、基金、港美股、可转债等市场数据；当用户需要通过自然语言从问财获取选股、财务、资金流、技术指标等数据时使用。
pywry-orientationWhen to reach for PyWry MCP tools (native webview rendering, Plotly, TradingView, AgGrid, chat) instead of wri
pyxelUse when creating, modifying, debugging, or verifying a game made with Pyxel or a requested retro Python game
pyxel-mcpMCP server for Pyxel, a retro game engine for Python
pyzoteroInteract with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update
qFast SQLite-based vault search using FTS5 full-text search index
q-buildingUse this skill when the user is setting up a workflow, an agent, a research process, or a plan they want to ac
q-claude-setupUse this skill when the user wants to configure Claude to know them deeply and improve itself over time. Activ
q-decision-makingUse this skill when the user needs to choose between options, evaluate a path forward, or make a high stakes d
q-researchUse this skill when the user wants an idea, plan, or position pressure tested before committing to it. Activat
q-thinkingUse this skill when the user needs to understand a problem before solving it. Activate for complex situations
q-thinking-chainUse this skill when the user needs to think deeply, stress test an idea, make an important decision, challenge
qaInteractively draw pipe diagrams for lattice surgery.
qa-agentAutomated quality assurance agent that validates project deliverables (docx, xlsx, pptx) against skill specifi
qa-agent-claudeTurn Claude Code into an autonomous QA agent — an explore, generate, run, heal, report loop that maps the app,
qa-agent-testingBuilds QA harnesses for LLM agents with evals, trace grading, red-team packs, and regression workflows. Use wh
qa-api-testing-contractsAPI contract testing across REST, GraphQL, gRPC, AsyncAPI, webhooks, and workflow contracts. Use when you need
qa-auditUse when performing a quality audit, security review, or robustness check. Covers XSS/innerHTML scanning, rule
qa-checkRun before marking any task complete to verify quality. Runs the project's lint/type/test/static-analysis chec
qa-companionBuild and maintain a full testing suite — the QA Companion — for any app, skill, or agent workflow, using the
qa-dashboardBuild and visualize QA dashboards and reports with Allure Report, Grafana, and ReportPortal. Covers test execu
qa-debuggingSystematic debugging for crashes, regressions, flakes, and production bugs. Use when diagnosing stack traces,
qa-demo-standPrompt template that builds a local demo test stand and QA-tests a converged project to production quality.
qa-doRouting skill of last resort. Takes a plain-language QA situation and names the right 1-2 skills to use and in
qa-docs-coverageAudits and enforces documentation quality. Use when checking coverage, freshness, runbook validity, AI-instruc
qa-engineerAgent team role for quality assurance and test management. Use when the user asks to create test plans, design
qa-engineer-agentQA 工程师 Agent — 测试策略、测试用例设计、自动化测试、性能测试、安全测试
qa-exploreGit-log-scoped exploratory regression hunting — scopes a pass from recent commit history, forms concrete side-
qa-gatekeeperQuality-check any marketing artefact using a simple pass/fail rubric and produce a fix list.
qa-guideUse this skill when a feature is ready for testing and the PM or QA engineer needs a complete, prioritized tes
qa-knowledgeTo run QA engineering — requirements/gap analysis, scenario & spec design, test implementation, failure triage
qa-leadAgente líder de qualidade. Responsável pela estratégia de testes, cobertura de código, auditoria de segurança
qa-metricsDefine, track, and act on QA metrics: test coverage percentage, flakiness rate, defect escape rate, MTTR, test
qa-migration-release-engineerUse when validating schema migrations, privacy regressions, deletion workflows, sign-in cancellation logic, an
qa-observabilityImplement OpenTelemetry logs/metrics/traces, SLI/SLO gates, burn-rate alerts, and APM integrations. Use when a
qa-onlyReport-only QA testing. Systematically tests a web application and produces a structured report with health sc
qa-persona-testingTests apps as an Ideal Customer Profile persona via Playwright/Chrome browser automation and reports friction,
qa-planGenerate a QA test plan for a sprint or feature. Reads GDDs and story files, classifies stories by test type (
qa-project-bootstrapOnboard a new QA engineer to an existing codebase, or audit an existing test architecture. Produces a 30-day r
qa-project-contextCreate and fill .agents/qa-project-context.md with the project's tech stack, test frameworks, CI/CD pipeline,
qa-quality-perspectiveUse this skill when QA quality perspective is needed for requirements, strategy, review, test cases, or report
qa-quarantine-triageTriage a single quarantined QA (E2E) spec. Runs it, classifies the failure (selector rot / deterministic-broke
qa-refactoringSafe refactoring with behavior preservation. Use when reducing technical debt, planning codemods, applying str
qa-report-humanizerRemove AI-generated patterns from QA reports, bug reports, test summaries, status updates, and quality communi
qa-resilienceDesigns and tests distributed-system resilience. Use when adding retries, deadlines, hedging, circuit breakers
qa-responseReview a drafted support response for quality, accuracy, tone, and completeness before sending.
qa-reviewIndependent exploratory QA. Reads documentation, stands up the app, traverses UI workflows with agent-browser,
qa-reviewerRuns a structured multi-phase verification pass on completed AI agent work — catching bugs, missed requirement
qa-security-testingBuilds automated security testing pipelines for SAST, DAST, SCA, secret scanning, and containers. Use when int
qa-skill-for-claude-codeThe complete QA skill for Claude Code — turn Claude into an expert QA engineer that picks the right test type,
qa-startSequenced launcher that bootstraps QA on a project with no QA in place. Chains qa-project-context → test-strat
qa-structureTo resolve QA session paths, identifiers/slugs, and state-file shape
qa-systematicSystematic web application QA testing with issue taxonomy, health scoring, and regression tracking. Triggers o
qa-test-and-fixWhen the user wants to find and fix bugs, or says 'QA this,' 'test this,' 'find bugs,' 'why is this broken,' '
qa-test-plannerGenerate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers
qa-testingRun QA testing on a page, feature, or full site at one of three depth tiers (smoke, standard, full). Use this
qa-testing-accessibilityBuilds accessibility testing workflows for WCAG 2.2 audits and CI gates. Use when adding axe-core or Lighthous
qa-testing-androidDesigns Android testing with Espresso, UI Automator, and Compose. Use when planning device matrices, screensho
qa-testing-iosGuides iOS testing with XCTest, XCUITest, Swift Testing, simctl, and xcresult. Use when choosing destinations,
qa-testing-mobileMobile QA for iOS and Android. Use when planning automation frameworks, device matrix, flake control, or CI/CD
qa-testing-nunitDesigns NUnit-based C# test suites for API, component, and integration coverage. Use when creating fixtures, w
qa-to-demoConvert manual QA flows, QA reports, screenshots, network/console evidence, accessibility findings, or bug rep
qa-to-issuesConversational bug intake: Dinesh describes what's wrong in plain language (or hands over a `verify-ui-quality
qa-work-itemUse when validating a QA work item or defect with browser behavior, runtime logs, incomplete reproduction step
qai-consultant-mcpKeyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.
qapla-apiIntegrate with or answer questions about the Qapla' shipping & tracking REST API (public v1.3). Use this when
qas-crops-foodsAuthor-guideline skill for Quality Assurance and Safety of Crops & Foods (Codon Publications, ISSN 1757-8361).
qatouch-mcp-serverMCP Server for software testing, test case management, test execution, and defect tracking.
qbittorrentManage torrents with qBittorrent. Use when the user asks to "list torrents", "add torrent", "pause torrent", "
qbr-builderBuild a customer-facing QBR or executive business review. Use when the user says 'QBR', 'quarterly business re
qbr-ebr-deskprepare and follow up quarterly and executive business reviews built on validated value rather than product ac
qbr-facilitatorExpert Quarterly Business Review facilitation for maximizing customer value and strategic alignment. Use when
qbr-planningPlan and execute Quarterly Business Reviews — value documentation, ROI presentation, executive alignment, and
qbr-prepPrepares a QBR or EBR — value delivered with evidence, usage narrative, health posture, roadmap of asks, and r
qbr-preparationAutomate QBR preparation with account summaries, success metrics, challenges, and strategic recommendations
qcQuality gate. 5 parallel agents review changes. All must pass.
qc-checklistTurn a process description into an operational quality-control checklist — binary pass/fail checks, acceptance
qdrantProvides Qdrant vector database integration patterns with LangChain4j. Handles embedding storage, similarity s
qdrant-advisorDiagnose, troubleshoot, and advise on any Qdrant deployment by loading the latest official Qdrant skills live
qdrant-clients-sdkQdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deploymen
qdrant-deployment-optionsGuides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mo
qdrant-edgeGuides building on Qdrant Edge, the embedded in-process shard. Use when someone asks 'how to sync Edge with th
qdrant-horizontal-scalingDiagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'ho
qdrant-hybrid-searchExplains hybrid search in Qdrant. Use when someone asks 'how do I setup hybrid search?', 'how to combine keywo
qdrant-hybrid-search-combiningFusing scores from multiple searches into a single ranked result (RRF, DBSF, custom fusion). Use when someone
qdrant-hybrid-search-prefetchesConstructing prefetch queries for hybrid retrieval, including sparse/dense and multi-field setups, and choosin
qdrant-indexing-performance-optimizationDiagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'ind
qdrant-memory-usage-optimizationDiagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'n
qdrant-minimize-latencyGuides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p9
qdrant-model-migrationGuides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding mo
qdrant-monitoringGuides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics
qdrant-monitoring-debuggingDiagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer
qdrant-monitoring-setupGuides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, a
qdrant-multitenancyGuides tenant isolation architecture in Qdrant for multi-tenant or multi-user applications. Use when someone a
qdrant-performance-optimizationNavigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory
qdrant-relevance-feedbackExpanding the candidate pool via relevance feedback, as an alternative to reranking when a dense retriever is
qdrant-scalingGuides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one no
qdrant-scaling-data-volumeGuides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much d
qdrant-scaling-qpsGuides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughp
qdrant-scaling-query-volumeGuides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performanc
qdrant-search-qualityDiagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong resu
qdrant-search-quality-diagnosisDiagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not rele
qdrant-search-speed-optimizationDiagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries ta
qdrant-search-strategiesGuides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?'
qdrant-sizingSizes a Qdrant deployment before it is provisioned. Use when someone asks 'how much RAM do I need', 'how many
qdrant-sliding-time-windowGuides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire
qdrant-tenant-scalingGuides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?'
qdrant-vector-searchHigh-performance vector similarity search engine for RAG and semantic search. Use when building production RAG
qdrant-version-upgradeCovers upgrading Qdrant server and SDKs without interrupting availability or losing data integrity. Use when s
qdrant-vertical-scalingGuides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'up
qdrant/mcp-server-qdrantAn official Qdrant Model Context Protocol (MCP) server implementation
qgis-agents-analysis-orchestratorUse when planning a spatial analysis workflow, choosing between analysis approaches, or chaining multiple oper
qgis-agents-map-generatorUse when generating complete maps from data: loading, styling, composing layouts, and exporting. Prevents poor
qgis-core-architectureUse when creating QGIS projects, understanding PyQGIS architecture, or reasoning about the QGIS data model. Pr
qgis-core-coordinate-systemsUse when handling coordinate reference systems, transforming coordinates, or measuring distances/areas. Preven
qgis-core-data-providersUse when loading data into QGIS, constructing layer URIs, or choosing between data formats. Prevents URI forma
qgis-errors-data-loadingUse when diagnosing data loading failures, invalid layers, or provider connection errors. Prevents silent fail
qgis-errors-projectionsUse when diagnosing CRS/projection errors, coordinate mismatches, or datum transformation issues. Prevents sil
qgis-impl-3d-visualizationUse when creating 3D map views, configuring terrain, or rendering vector/point cloud data in 3D. Prevents perf
qgis-impl-georeferencingUse when georeferencing raster images or vector data using ground control points. Prevents accuracy loss from
qgis-impl-network-analysisUse when performing routing, shortest path, or service area analysis on road/transport networks. Prevents inco
qgis-impl-postgisUse when connecting to PostGIS databases, loading spatial tables, or executing SQL from PyQGIS. Prevents conne
qgis-impl-print-layoutsUse when creating print layouts, exporting maps to PDF/SVG/image, or generating atlas series. Prevents empty m
qgis-impl-raster-analysisUse when performing raster analysis: map algebra, terrain analysis, raster classification, or DEM processing.
qgis-impl-vector-analysisUse when performing spatial analysis on vector data: buffering, clipping, intersecting, dissolving, or joining
qgis-impl-web-servicesUse when loading WMS/WFS/WMTS layers, configuring XYZ tile sources, or setting up QGIS Server. Prevents URI fo
qgis-syntax-expressionsUse when writing QGIS expressions for filtering, labeling, symbology, or field calculations. Prevents expressi
qgis-syntax-pluginsUse when creating QGIS plugins, adding menu items, or integrating custom UI into QGIS. Prevents plugin lifecyc
qgis-syntax-processing-scriptsUse when running QGIS processing algorithms, creating custom algorithms, or chaining geoprocessing operations.
qgis-syntax-pyqgis-apiUse when writing PyQGIS scripts, accessing features, editing layers, or performing geometry operations. Preven
qiao-mcpFull-lifecycle bridge structural analysis — modeling, staging, code checks.
qiaomu-meta-skillResearch, create, improve, migrate, evaluate, package, install-check, govern, and safely publish qiaomu-flavor
qiaomu-model-cliCall local Grok CLI, Kimi Code CLI, and Claude Code CLI with the strongest current default models and native t
qiaomu-mondo-poster-design一句话生成大师级海报、书籍封面、专辑封面和各类设计作品。无需懂PS、配色或艺术史，AI自动选择最佳风格（基于33+位传奇设计师）。支持多平台多比例：公众号封面(21:9)、小红书配图(3:4)、文章配图(16:9)、书籍
qibook-company-profile企业工商信息与人员关联查询（查企业查老板）。 Use when: 用户需要查企业、查公司、查老板、查股东、查高管、查法人、查对外投资、查人员任职、工商信息、主体识别等。
qibook-company-wiki-deepresearch企业百科深度研究 - 基于 20+ 维度企业数据，自动识别主体类型，生成专业的企业洞察报告。 Use when: 用户需要生成企业百科报告、企业信用分析、商业调研报告、投资尽调报告，或需要全面了解一家企业的综合信息。
qidi-printer-mcpQidi Printer MCP Server by MEOK AI Labs
qike7777-email-sequenceDesign and write complete automated email sequences — welcome/onboarding, lead nurture, re-engagement, post-pu
qike7777-user-researchPlan and execute user research projects. Produces interview guides, usability test scripts, survey templates,
qinghonglin-frontend-designReusable UI/visual-design system for building polished, distinctive, multimedia-rich self-contained HTML stori
qingsheng情圣 — 中文男性社交与恋爱私教（中文恋爱 AI · 恋爱话术生成器 · 微信聊天助手 · 高情商回复 · 情感咨询替代）。帮兄弟读懂女生发的消息、看懂聊天/朋友圈截图、判断对方是不是对自己有意思、想清楚下一步该回什么
qiongliQiongli version: v1.17.0. Cross-platform academic research workflow for Codex, Claude / Claude Code, and CLI.
qiongyao-perspective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。
qiskit-docs-mcp-serverMCP server for querying and retrieving Qiskit documentation, guides, and API references
qiskit-gym-mcp-serverMCP server for qiskit-gym reinforcement learning quantum circuit synthesis
qiskit-ibm-runtime-mcp-serverMCP server for IBM Quantum computing services through Qiskit IBM Runtime
qiskit-ibm-transpiler-mcp-serverMCP server for AI Transpiler IBM Quantum services
qiskit-mcp-serverMCP server for Qiskit quantum computing with circuit serialization utilities
qiuzhi2046-skill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
qloraMemory-efficient fine-tuning with 4-bit quantization and LoRA adapters. Use when fine-tuning large models (7B+
qm-mm-workflows-starterA framework for discovering, compiling, and validating reusable skills for scientific agents.
qmdFast local search for markdown files, notes, and docs using qmd CLI. Combines BM25 full-text search, vector se
qmd-knowledgeManage project knowledge with qmd — captures learnings, decisions, and conventions
qmt-docs一个面向金融量化交易领域的 Agent Skills 技能维护仓库，主要聚焦A股量化交易。
qmt-inner-backtest根据策略描述、研报 PDF 或截图，解读因子/选股逻辑，基于 scripts/daily-factors-backtest.py 框架生成 QMT 内置日频因子回测脚本。用户提到 QMT 内置回测、因子选股回测、截面因子
qnexus-mcpMCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Quantinuum.
qntx/ra2aRust SDK for the Agent2Agent (A2A) Protocol.
qoder-delegateDelegate a coding task to the Qoder CLI (`qodercli`) as a background implementer, then review its diff and lan
qodercli-mcpMCP server mode for Qoder CLI — delegate coding tasks to local Qoder agents from any MCP client.
qontoctlThe complete CLI & MCP for Qonto
qor-reportProduce a one-page FPGA design-health scorecard (QoR: timing, area, power, congestion, clocking, DRC/methodolo
qoveryRoute Qovery requests to the right specialized skill and handle quick operations (list, status, stop, restart,
qovery-deployDeploys any application, database, Helm chart, Terraform module, or managed infrastructure Blueprint (RDS, Red
qovery-onboardGuided onboarding for new Qovery users. Acts as a personal cloud architect — collects the user's role, experie
qovery-optimizeReduces Kubernetes cluster and application costs on Qovery. Analyzes historical resource consumption, factors
qovery-previewCreates temporary preview environments from pull requests via Qovery. Detects or creates a blueprint environme