[assert|neutral] Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Use when launching a new product end-to-end from market research through post-launch monitoring. Orchestrates 15+ specialist agents across 5 phases in a 10-week coordinated workflow including research [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] 3-part dogfooding workflow Phase 1 - Run Connascence analysis, store results in Memory-MCP with WHO/WHEN/PROJECT/WHY tagging. 30-60 seconds execution time. [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Comprehensive PR review using multi-agent swarm with specialized reviewers for security, performance, style, tests, and documentation. Provides detailed feedback with auto-fix suggestions and merge re [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] 3-part dogfooding workflow Phase 3 - Full cycle orchestration combining Quality Detection + Pattern Retrieval + Application with automated metrics tracking. 60-120 seconds execution time. [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] 3-part dogfooding workflow Phase 2 - Query Memory-MCP for similar past fixes using vector search, rank patterns, optionally apply transformations. 10-30 seconds execution time. [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Comprehensive quality verification and validation through static analysis, dynamic testing, integration validation, and certification gates [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Performs comprehensive audits to detect placeholder code, mock data, TODO markers, and incomplete implementations in codebases. Use this skill when you need to find all instances of 'theater' in code [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Comprehensive multi-dimensional model evaluation across accuracy, fairness, robustness, efficiency, interpretability, and safety for Deep Research SOP Pipeline E. Use after method development when Qua [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Validate Deep Research SOP quality gates (Gates 1-3) ensuring rigorous GO/NO-GO decisions based on comprehensive requirement checklists with statistical validation. Use at end of research phases (Foun [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning se [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges (Gold Tier) [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] ReasoningBank Adaptive Learning with AgentDB skill for agentdb workflows [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Advanced intent interpretation system using cognitive science principles and probabilistic intent mapping [ground:given] [conf:0.95] [state:confirmed]
[assert|neutral] Comprehensive security auditing across static analysis, dynamic testing, dependency vulnerabilities, secrets detection, and OWASP compliance [ground:given] [conf:0.95] [state:confirmed]
Tests error visibility for build step failures
提供产品规划、需求分析、市场研究和业务分析能力。当需要进行产品决策、需求分析或市场研究时使用。
提供运营分析、财务跟踪、基础设施维护和客户支持能力。当需要处理运营任务、生成报告或维护系统时使用。
Autonomous context extraction and structuring for converting unstructured information from multiple sources into AI-interpretable structured formats.
A general skill for performing security reviews and auditing codebases for vulnerabilities. ALWAYS run this at the end of each task.
do { implement → screenshot → analyze_image → video → analyze_video → score } while (score < 85%)
Expert ML engineer specializing in production model deployment, serving infrastructure, and scalable ML systems. Masters model optimization, real-time inference, and edge deployment with focus on reliability and performance at scale.
Expert security auditor specializing in comprehensive security assessments, compliance validation, and risk management. Masters security frameworks, audit methodologies, and compliance standards with focus on identifying vulnerabilities and ensuring regulatory adherence.
Expert market researcher specializing in market analysis, consumer insights, and competitive intelligence. Masters market sizing, segmentation, and trend analysis with focus on identifying opportunities and informing strategic business decisions.
Expert Terraform engineer specializing in infrastructure as code, multi-cloud provisioning, and modular architecture. Masters Terraform best practices, state management, and enterprise patterns with focus on reusability, security, and automation.
Expert .NET Core specialist mastering .NET 8 with modern C# features. Specializes in cross-platform development, minimal APIs, cloud-native applications, and microservices with focus on building high-performance, scalable solutions.
Expert game developer specializing in game engine programming, graphics optimization, and multiplayer systems. Masters game design patterns, performance optimization, and cross-platform development with focus on creating engaging, performant gaming experiences.
Expert C++ developer specializing in modern C++20/23, systems programming, and high-performance computing. Masters template metaprogramming, zero-overhead abstractions, and low-level optimization with emphasis on safety and efficiency.
Expert Flutter specialist mastering Flutter 3+ with modern architecture patterns. Specializes in cross-platform development, custom animations, native integrations, and performance optimization with focus on creating beautiful, native-performance applications.
Expert penetration tester specializing in ethical hacking, vulnerability assessment, and security testing. Masters offensive security techniques, exploit development, and comprehensive security assessments with focus on identifying and validating security weaknesses.
Expert task distributor specializing in intelligent work allocation, load balancing, and queue management. Masters priority scheduling, capacity tracking, and fair distribution with focus on maximizing throughput while maintaining quality and meeting deadlines.
Expert business analyst specializing in requirements gathering, process improvement, and data-driven decision making. Masters stakeholder management, business process modeling, and solution design with focus on delivering measurable business value.
Expert code reviewer specializing in code quality, security vulnerabilities, and best practices across multiple languages. Masters static analysis, design patterns, and performance optimization with focus on maintainability and technical debt reduction.
Expert network engineer specializing in cloud and hybrid network architectures, security, and performance optimization. Masters network design, troubleshooting, and automation with focus on reliability, scalability, and zero-trust principles.
Expert mobile app developer specializing in native and cross-platform development for iOS and Android. Masters performance optimization, platform guidelines, and creating exceptional mobile experiences that users love.
Expert Spring Boot engineer mastering Spring Boot 3+ with cloud-native patterns. Specializes in microservices, reactive programming, Spring Cloud integration, and enterprise solutions with focus on building scalable, production-ready applications.
Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and high-frequency trading with focus on mathematical rigor, performance optimization, and profitable strategy development.
Expert TypeScript developer specializing in advanced type system usage, full-stack development, and build optimization. Masters type-safe patterns for both frontend and backend with emphasis on developer experience and runtime safety.
Expert prompt engineer specializing in designing, optimizing, and managing prompts for large language models. Masters prompt architecture, evaluation frameworks, and production prompt systems with focus on reliability, efficiency, and measurable outcomes.
Expert React specialist mastering React 18+ with modern patterns and ecosystem. Specializes in performance optimization, advanced hooks, server components, and production-ready architectures with focus on creating scalable, maintainable applications.
Design conversational AI chatbots with optimal flows and user experience
Handle social media crises with strategic response and reputation management
Translate the “Target Audience Personas” practice (see `work/notes/ideation/opinionated_platform/target_audience_personas.md`) into a repeatable workflow so every artifact intentionally addresses t...
Provide a single, precise reference for the file-based asynchronous orchestration model that powers the `work/` directory. The approach keeps exploratory and operational work visible inside Git by ...
A test skill created specifically for deletion testing
A test skill created by LiteLLM automated tests
Your approach to handling global best practices. Use this skill when working on files where global best practices comes into play.
Git best practices, commit conventions, branching strategies, and pull request workflows. Use when working with git operations, commits, branches, or PRs.
Enforces project file organization standards from CLAUDE.md/PROJECT.md - auto-fix mode
Generate physically-based rendering materials and previews for realistic 3D visualization
Audit UI/UX changes in a focus area against design guidelines for accessibility, consistency, and usability issues.
A collection of tools for making navigation in Swift applications more ergonomic and powerful across SwiftUI, UIKit, and AppKit
Tools for making SwiftUI navigation simpler, more ergonomic and more precise.
A library for snapshot testing in Swift with support for views, images, and custom formats
Use this skill when creating or editing PDF files.
Do a code-review on outstanding changes
Nano Banana Pro board control
8BitDo controller management
WhatsApp command-line interface
Take camera snapshots
Monitor blogs and RSS feeds
iMessage integration using AppleScript
using-superpowers
Maintain incremental delivery, fail-fast behavior, and structured communication. Use when workflow discipline guidance is required.
About bitwize and this plugin
Use when orchestrating end-to-end software lifecycle with Aether.go methodology fusion framework across all eight stages
Brief description of what this skill does and provides. Use when [clear trigger condition that indicates this skill should activate]. Keep under 200 words.
Design code for testability and AI/LLM ergonomics with explicit contracts and observable patterns. Use when optimizing code for AI tools, improving testability, or making codebases LLM-friendly.
Your approach to handling packages graph. Use this skill when working on files where packages graph comes into play.
Photography expert for composition, lighting, camera settings, and post-processing techniques
Comprehensive ethics expert covering virtue ethics, deontology, consequentialism, and applied ethical dilemmas
Expert in ODEs and PDEs covering solution methods, qualitative analysis, and applications to physics and engineering
Use when testing valid context and agent configuration
Deploys to production
Use when negotiating and managing commercial partnerships, sponsorships, or brand collaborations
信号塔修复 - Stella尝试修复或建造信号发射装置,希望联系地球或发送求救信号
洞穴探险 - Stella发现一个深邃的洞穴系统,深入探索发现bioluminescent晶体、地下水源和神秘的古老痕迹
A minimal example skill demonstrating the required structure
GitHub ActionsでのDockerビルド/プッシュを設計・実装するスキル。 レジストリ認証、キャッシュ戦略、マルチプラットフォーム対応を整理する。
You gain one skill of your choice. See Skills in Chapter 9: Tests.
A helpful coding assistant
Explain concepts, answer questions, and capture reusable lessons
Guide creation of new skill files following the modular skill format
A skill with lowercase skill.md filename for testing
A comprehensive skill with all possible fields and resource types for testing complete parsing
Activates the Shopify Developer to immediately start coding, refactoring, or building features. Use when ready to implement code changes.
这是一个示例技能,用于演示 Skill Manager 的功能。
A safe calculator for mathematical expressions
Validate file formats and content safely
Qwen Training Data Miner (Prototype)
Universal template for implementing categorical structures in meta-prompting frameworks. Applies to functors, monads, comonads, natural transformations, adjunctions, hom-equivalences, limits, colimits, and enriched categories. Use when extending frameworks with new categorical constructs.
Autonomous context extraction and structuring for converting unstructured information from multiple sources into AI-interpretable structured formats.
Create comprehensive rollback plans and execute safe rollback procedures
Execute production-quality implementation with strict standards
Continuous test execution with intelligent file watching and incremental testing for rapid feedback
System design and architecture analysis with ADR generation and implementation roadmaps
Recursive algorithms and divide-and-conquer strategies
Test skill in license grace period for unit testing.
Test skill with valid license for unit testing.
This fixture tests validation when the description field is completely missing.