Pavement design skill for flexible and rigid pavements using AASHTO and MEPDG methods
GLAW Payroll Accounting seat — the payroll register and its accounting: gross-to-net (withholding, FICA, benefits), employer taxes (FICA match, FUTA/SUTA), the payroll journal…
Review a pull request when requested by a peer. Use when reviewing PRs, providing code review feedback, or analyzing proposed changes. Supports GitHub and GitLab.
Diff a current performance measurement against a registered baseline from the perf-baselines registry.
Diagnoses and fixes PermissionRequest hook issues when Bash triggers unexpected approval prompts. When called with arguments, treat the argument as the diagnostic target command —…
Distill a person, role, or character into a reusable persona skill via the 6-layer schema. Use when the user wants to compile a colleague, an internal role archetype, or an…
AI 人格操作系统首次运行设置向导。引导用户完成初始工作区配置，包括预设选择（编程助手、行政助理、营销助手或自定义人格）。检测现有安装，收集个性化上下文，使用模板构建工作区结构，配置 SOUL.md、USER.md 和 MEMORY.md 文件。触发关键词：setup、install、preset、get started、first run、fresh…
AI-driven pharmacogenomic analysis for precision dosing and adverse event prediction using multi-omics data.
Define project terminology, data structures, entities, and relationships. Triggers: schema, data model, entity, terminology, 스키마, 데이터 모델, 용어.
Define coding rules, conventions, and standards for AI collaboration. Triggers: convention, coding style, lint, rules, 코딩 규칙, 컨벤션.
Design and implement backend APIs with Zero Script QA validation. Triggers: API design, REST API, backend, endpoint, 백엔드 API, API 설계.
Implement frontend UI and integrate with backend APIs — state management and API clients. Triggers: UI integration, frontend-backend, API client, 프론트엔드 통합, UI 구현.
Gerencia commits automaticos ao final de cada fase do SDLC. Garante que artefatos de cada fase sejam commitados e rastreados.
Phylogenetic analysis skill for constructing evolutionary trees and assessing relationships
PID controller tuning skill for loop optimization using various tuning methods and performance criteria
Persistent NDJSON event logging with rotation, compression, and retention policies.
Heat integration analysis skill using pinch technology for energy targeting and heat exchanger network design
Take a trading idea described in plain English and produce a working Pine Script v6 strategy. Looks up correct v6 syntax via the PineScript MCP server, validates functions, lints…
Pinecone vector database setup, configuration, and operations for RAG applications
Create legally compliant performance improvement plan documentation with evidence tracking and milestone management
review my plan, founder review, CEO review, rethink this, challenge my approach, 10-star review, is this the right thing to build, scope check.
CEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises, expand scope when it creates a better product.
Designer's eye plan review — interactive, like CEO and Eng review. Rates each design dimension 0-10, explains what would make it a 10, then fixes the plan to get there.
Interactive developer experience plan review. Explores developer personas, benchmarks against competitors, designs magical moments, and traces friction points before scoring.
Create or update a structured plan directory with a master PLAN.md index and numbered task files (001-*.md).
Conduct technical interviews about project plans to uncover hidden assumptions and identify potential issues before implementation.
Create detailed phase plan (PLAN.md) with verification loop
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). Review which AskUserQuestion prompts fire across gstack skills, set per-question…
Cria planos estruturados para features, refatorações e investigações. Use quando precisar planejar uma implementação, definir tasks e subtasks, ou organizar o trabalho antes de…
Capture forward-looking idea as a seed for future feature design.
Render PlantUML diagrams to various image formats with theme and styling support
Plasma etching skill for anisotropic nanostructure patterning with selectivity and profile control
Implementation skill for player-coach. Reads the plan, writes code and tests, and addresses verification feedback.
Use when managing test state and infrastructure with reusable Playwright fixtures and lifecycle hooks for efficient test setup and teardown.
Organize story main line, extract and arrange major plot points by development stage. Suitable for quickly grasping story structure, creating outlines, and script adaptation…
Analyze story plot points, identify key plots and turning points. Suitable for deep analysis of plot structure, evaluating plot development effectiveness
Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points.
Knowledge for exporting marketplace items as Cowork-compatible plugin ZIPs for distribution via Claude Desktop private marketplaces
Orchestrates JUCE plugin implementation through stages 1-3 (Foundation, DSP, GUI) using subagent delegation with automatic validation after each stage.
Use when: 产品上线后需要分析用户增长、制定增长策略、诊断产品健康度、优化AARRR各环节 Do NOT use when: 产品未上线、仅需单一指标分析无需全链路
Use when: 需要验证产品优化效果、进行数据驱动的A/B实验决策、评估功能改动的因果影响 Do NOT use when: 改动无法量化测量、样本量不足、不需要严格统计验证
Use when: 项目启动时需要建立敏捷开发流程、设计团队协作机制、规划迭代节奏 Do NOT use when: 团队已有成熟敏捷流程、仅需单一项目管理工具而非流程设计
Use when: 需要设计商业模式画布、规划盈利模式、制定定价策略、设计收入模型 Do NOT use when: 商业模式已确定且已验证、仅需简单定价调整而非全面设计
Use when: 项目进行中出现需求变更、需要评估变更影响范围和风险、记录变更历史 Do NOT use when: 变更极小无需正式评估、变更已有明确决策无需分析
Use when: 有初步需求清单需要细化细节、需明确需求场景和边界条件、需求描述模糊需要结构化 Do NOT use when: 需求已足够详细可直达开发、仅需快速立项无需深入
Use when: 技术方案确定后涉及多部门协作、需要明确协作流程与职责分工、跨团队沟通困难 Do NOT use when: 单一团队独立完成、协作关系已明确无需梳理
Use when: 需要设计产品数据指标、规划数据埋点、建立数据监控体系、进行数据分析和趋势预测 Do NOT use when: 数据指标已明确、仅需简单统计无需指标体系
Use when: 需要做重大战略决策（自研vs外包vs收购）、投资评估、多方案比较选择 Do NOT use when: 决策已由高层确定、决策影响极小无需系统分析
Use when: 开始新产品规划、需要系统化收集需求、验证产品想法真伪、用户提到"我想做一个产品" Do NOT use when: 需求已明确且已验证、仅需执行而非调研
Use when: 需要细化功能实现细节、拆解复杂功能、为开发准备详细任务、功能点需多维度描述 Do NOT use when: 功能已足够简单可直接进入开发、仅需功能列表无需深度拆解
Use when: 需要分析用户反馈和评论、评估用户满意度、收集产品改进建议、进行情感分析 Do NOT use when: 用户反馈数据极少、仅需收集无需分析
Use when: 需要分析用户转化漏斗、诊断流失原因、生成优化建议、提升用户转化率 Do NOT use when: 用户转化路径已非常清晰、仅需单一指标监控无需全链路分析
Use when: 需要制定增长策略、优化增长指标、突破增长瓶颈、设计系统化增长方案 Do NOT use when: 产品仍在验证期未上线、仅需单一渠道优化而非系统方案
Use when: 需要理解用户体验全链路、发现用户痛点与机会点、优化用户转化流程 Do NOT use when: 用户流程已非常清晰、仅需单一功能分析而非全局体验
Use when: 需要了解市场格局与竞争态势、收集行业数据、分析竞品优劣势、评估市场机会 Do NOT use when: 市场已有充分内部调研数据、仅需简单规模估算无需深度分析
Use when: 需要确定第一版产品功能范围、已有需求清单需筛选 MVP 功能、需要确定最小可行产品边界 Do NOT use when: 产品已上线需要完整功能集、仅需梳理需求无需裁剪范围
Use when: 有新需求需要录入跟踪、需求状态需要变更、需要统一管理需求池、需求数量增多需要结构化 Do NOT use when: 需求极少可直接管理、仅需一次性分析无需持续跟踪
Use when: 管理多个产品线需要组合决策、BCG矩阵分析、产品生命周期评估、资源分配 Do NOT use when: 单一产品无需组合管理、产品线已固定无需调整
Use when: 需要明确产品定位、设计商业模式、规划盈利方式、制定定价策略、进行盈利预测 Do NOT use when: 产品定位已明确、仅需执行无需重新定位
Use when: 有多个需求需要排定先后顺序、资源有限需决定先做什么、需求冲突需要客观评分 Do NOT use when: 只有一个需求无需排序、优先级已由上级/业务方明确指定