Skill rating

Delegates execution to eight CLIs (Gemini, Qwen, MiniMax, GLM, Muse, Codex, OpenCode, Glimmer). Use for execution tasks. Do not use for secrets.

Construct a quality-aware NEXRAD multi-radar mosaic from aligned single-site products with explicit coverage, beam geometry, quality weighting, overlap resolution, and provenance.

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conduc

Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO 14971 device risk management, ISO/IEC 17025 testi

GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, N

Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO 14971 device risk management, ISO/IEC 17025 testi

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conduc

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conduc

5WHY根本原因分析专属引导师，通过追问-校验-判定流程帮助用户快速定位问题根源；适用于设备故障、生产异常、质量缺陷等现场问题分析

一套完整的写作方法论+质量保障流程。覆盖小说、博客、营销、技术文档四种内容类型，内置31个写作技巧和25项质量检测，确保每篇文章都有独特价值。

Windows应用控制器 - 原创技能。让AI通过自动化技术控制Windows应用程序，包括打开/关闭应用、点击按钮、填写表单、截取屏幕等操作。适用于GUI自动化、测试、数据录入等场景。

Spotify控制技能 - 终端控制Spotify播放、搜索、管理播放列表。

中试基地Agent（OPC导师版）：统筹8位专业角色，帮助技术项目跑通中试全流程。覆盖工艺放大、测试验证、质量合规、安全环保、设备排期、技术转移与行业专家咨询，最终交付可量产、可合规、可商业化验证的完整方案。

根据系统架构方案和验收清单，自动生成结构化的全量测试用例，覆盖功能测试、性能测试、安全测试和兼容性测试，按P0/P1/P2优先级排序。

提供应急方案结构化编制框架与模板，支持场景描述、措施制定、责任分工和流程设计；当用户需要编制突发事件应急预案、编写应急处置方案或完善应急管理体系时使用

|-。为SkillHub安装UI插件架构，使插件可注册自定义视图与导航标签。插件UI架构为SkillHub（）安装UI插件注册支持，使插件可在Control仪表板侧边栏。Use when 需要设计创作、UI设计、海报制作、品牌视觉时使用。不适用于3D建模和动画制作。适用于独立开发者、企业团队和自动化工作流场景。

Reference tool for life — covers intro, quickstart, patterns and more. Quick lookup for Roomba Control concepts, best practices, and implementation patterns.

ISO 45001职业健康安全管理体系策划；帮助企业建立/优化OHSAS体系，通过标准解读、风险评估、文件策划、实施指导完成体系认证

系统化整合多管理体系要素，支持预置ISO标准映射、兼容性分析与文件生成；当用户需要整合质量/环境/职业健康安全/信息安全等管理体系时使用

医疗器械质量管理体系策划；帮助用户建立ISO13485合规体系、设计质量方针目标、策划组织架构、编写体系文件、规划内审与管理评审

策划符合ISO14001:2026版要求的环境管理体系；根据组织行业、规模、特点定制EMS方案，生成体系文件指引；覆盖环境因素识别、合规义务、目标策划、运行控制等要素

协助食品企业建立符合ISO22000标准的食品安全管理体系；完成风险评估、HACCP计划制定、文件化体系建设、内部审核策划及认证辅导

提供VDA6.5产品审核标准解读与全流程指导；用于执行汽车行业产品审核、准备审核检查清单、分析审核发现并输出改进建议

Expert AI auditor for Medical Device (SaMD) compliance, IEC 62304, and 21 CFR Part 820. Reviews DHFs, technical files, and software validation.

Auditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e relatorios de saude.

Verifies phase goal achievement through goal-backward analysis. Checks codebase delivers what phase promised, not just that tasks completed.

Applies an ASD-STE100-derived register to operator and procedural text. Use when writing runbooks or steps. Do not use for docstrings, ADRs, or rationale.

Retrieve surface and upper-air weather observations from authoritative APIs and archives with station identity, time, units, and quality flags preserved.

Strict SMILES validation, structural comparison, and modification verification. Catches invalid LLM-generated molecules.

Audit a proposed assessment for construct validity, reliability, and alignment to learning objectives. Use when reviewing or quality-assuring assessments before deployment.

辅助实验室内部审核员进行ISO17025管理体系审核，支持体系文件符合性与适用性审核、基于实际文件的审核清单生成、不符合项判定与分级、审核报告生成；当用户需要进行实验室内部审核、文件审核、不符合项分析或生成审核报告时使用

Benchmark ClawHub skills: performance, correctness, documentation quality

Lint AI prompts: clarity, safety, injection risks, template validity

Execution-based verification guardrail with 14 check items for AI agent output

把需求拆成功能、异常、跨端、脏输入和恢复场景测试集。；use for qa, test-scenarios, edge-cases workflows；do not use for 宣称已经完成测试, 忽略关键用户路径.

为 Skill 生成高质量正例、反例和边界例，提升路由与可理解性。；use for skills, examples, routing workflows；do not use for 只给笼统例子, 忽视误触发场景.

代码质量自动评估与优化系统 — 基于ML的代码评分、策略选择、自动优化

Use when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter.

ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers

Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconformity identification, and corrective action

Use this skill when conducting or improving code reviews. Provides structured review processes, conventional comments patterns, language-specific checklists, and feedback templates. Use when reviewing

Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management, root cause analysis, effectiveness verification, and

Probe memory/summary clarity via dual anchor questions: task progress, info gaps. Use when verifying session state or summary before handoff or compression.

Applies NASA Power of 10 rules for safety-critical verifiable code. Use when auditing financial, medical, or high-reliability system code.

Executes implementation plans with progress tracking, checkpoint validation, and quality gates. Use after planning is complete and tasks are ready to implement.

Orchestrates multi-domain review (code, arch, tests, security) in a single pass. Use when thorough pre-release review is needed.

Runs a three-tier codebase audit (git history, targeted scans, full review) with gating. Use when auditing a codebase before release or after incidents.

Evaluates test suites for coverage gaps, TDD/BDD compliance, and anti-patterns. Use when auditing test quality or before a major release.

Hunts bugs with evidence trails. Use when investigating unexpected behavior or before merging code with potential hidden defects.