dependency-graph-generator
生成GOAL/SubPlan依赖DAG和关键路径分析，并执行SubPlan划分。当需要分析技术依赖、业务依赖、识别关键路径、发现并行执行机会、执行SubPlan分配时使用。基于GOAL的dependencies字段和业务逻辑分析生成Mermaid依赖图和SubPlan划分方案。
environment-config-generator
生成多环境配置清单和dotenv模板文件，确保dev/test/staging/prod环境配置完整。当需要创建环境配置、生成.env.example模板、文档化测试框架setup、映射CI环境变量时使用。解决dotenv经常被忽视的痛点。
integration-window-planner
规划集成窗口位置和验证策略。当需要在Phase之间或SubPlan之间安排集成窗口、定义集成验证策略、生成集成清单（API契约/数据流/E2E测试）时使用。主要用于L2/L3项目。
progress-tracking
监控执行计划的进度和健康状态，跟踪 SubPlan 完成度和 Round 执行状态，识别阻塞点并同步 Dashboard。当需要检查执行进度、更新 Round 状态、记录阻塞项、生成进度报告、计算进度偏差、分析趋势、预测完成日期时使用。支持资源消耗跟踪、风险状态更新、燃尽图分析和利益相关者报告生成。
risk-buffer-calculator
计算每Phase风险缓冲百分比，基于复杂度、依赖和未知因素进行启发式分析。当需要风险评估、缓冲时间规划、资源预留时使用。主要用于L3项目的严格风险管理。
round-planning
规划Red/Green/Refactor Round节奏，估算Round数量和执行时间。当需要规划TDD周期、估算Round数、分配测试用例到Round、评估执行时长时使用。基于TS数量和复杂度进行启发式估算。
scaffold-analysis
识别项目技术栈、测试框架和环境依赖，为 Compile ExecSpec 提供基础上下文。当需要编译 ExecSpec 前，识别项目类型（Node/Python/Go）、测试框架（Jest/Pytest/RSpec）、环境变量依赖（dotenv/os.getenv）时使用。
code-quality
执行代码质量门禁检查（测试通过→覆盖率→Lint→GOAL追溯→可提交），验证单元测试覆盖率≥80%、集成测试通过率≥95%、代码规范零错误。当完成代码实现、准备提交代码、需要质量验证、进行提交前自检时使用。确保代码可合并。
code-review
执行代码审查流程（提交PR→自查→同行审查→反馈修改→合并），覆盖功能正确性、代码质量、测试完整性、安全合规四大维度。当提交Pull Request、进行结对编程、执行代码走查、需要知识共享时使用。支持L1/L2/L3三级审查深度。
refactoring
执行代码重构（识别坏味道→选择手法→小步修改→运行测试），在保持外部行为不变前提下改进内部结构。当TDD进入REFACTOR阶段、发现代码坏味道、需要消除重复代码、优化代码结构时使用。支持提取方法、类、参数对象等重构手法。
aictxt-manager
生成、维护、修剪AICTXT文档，保持在CRAFT大小限制内。当AICTXT创建和更新时使用。
bdd-scenario-quality-check
检查Given-When-Then格式规范性，发现场景缺口，提供丰富建议。当BDD场景编写完成后使用，确保场景质量符合CRAFT标准。
implementation-sequencer
验证代码构建顺序，分析依赖关键路径，建议Sprint划分和交付优先级。当STRUCT和GOAL确定后使用。
mock-contract-advisor
生成Mock/Stub契约检查清单，enforcing test_suites.md的Mock策略规则。当TS中Mock策略确定后使用。
performance-test-generator
基于NFR性能要求，生成性能测试场景和关键性能指标（KPI）。L3级别专用，当性能需求明确后使用。
project-structure-validator
压力测试STRUCT文件，验证模块化分解的可行性。当项目结构确定后使用，确保模块边界清晰。
registry-consistency-check
审计spec_artifacts_registry.md的Stage 3条目一致性，确保AICTXT/GOAL/SC等都已注册。当IMPLEMENTATION artifact创建完成后使用。
security-test-generator
基于NFR安全要求，生成STRIDE/OWASP威胁模型和测试场景。L3级别专用，当设计和需求确认后使用。
test-pyramid-advisor
分析unit/integration/e2e测试分配比例，建议60/30/10比例平衡。当AICTXT/测试策略确定后使用，优化测试执行效率和覆盖质量。
ac-to-examples
将抽象的Acceptance Criteria（Given-When-Then）转换为具体的数值示例和真实对话，让AC对PM/客户/测试人员更易懂。适合在AC编写完成后、准备测试或向客户展示时使用，当AC格式正确但过于抽象时。帮助不熟悉BDD的PM/BA/测试人员理解测试场景，让AC从抽象规则变成可直接用于手动测试的具体步骤。
us-enrich-context
为精炼的User Story增加真实场景描述、用户心理和具体对话，让US对PM/客户更亲切易懂。适合在US初稿完成后、需要向客户展示理解或准备验收时使用，当US格式正确但缺乏场景感时。帮助不熟悉敏捷的PM/BA、需要对外沟通的团队，通过丰富的场景感让需求文档更容易被理解和接受。
us-readability-check
检查User Story是否对非技术人员友好，检测技术术语残留、过于精炼的表达、缺乏场景感等问题。适合在US初稿完成后、准备提交验收前使用，当需要质量检查时。帮助敏捷新手自我检查，知道自己写的US哪里需要改进，给出具体可操作的改进建议。
user-story-format
验证User Story格式和质量，检查是否符合As-I-Want-So三要素结构、角色明确、功能具体、价值清晰。适合在编写新US后、准备Sprint Planning前使用，当需要审核US质量时。帮助不熟悉敏捷的PM/BA识别格式问题、模糊角色、缺失价值等常见问题，确保US可理解、可排序、可开发。
embedded-thinking
提供嵌入式系统软硬件协同思考框架，涵盖硬件层、软件架构、资源约束、实时性、测试调试五大维度。当需要设计嵌入式应用、评审物联网系统、或需要全局视角审视 MCU/MPU 与软件配合时使用。支持裸机/RTOS 选型、功耗优化、内存预算、中断响应、OTA 升级等嵌入式特有场景决策。
microservice-thinking
提供微服务分布式架构思考框架，涵盖服务拆分、通信机制、基础设施、治理策略、可观测性五大维度。当需要设计微服务系统、评审分布式架构、或需要全局视角审视服务边界与协同时使用。支持 DDD 领域建模、同步/异步通信、API Gateway、服务网格、熔断降级等分布式系统关键决策。
mobile-app-thinking
提供移动应用全链路架构思考框架，涵盖技术选型、离线同步、平台适配、性能优化、发布流程五大维度。当需要设计移动 APP、评审客户端架构、或需要全局视角审视原生/跨平台方案时使用。支持 Native/React Native/Flutter、推送通知、数据同步、iOS/Android 双平台等移动端特有场景决策。
radar-tinder-mobileapp-testing
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bitcoin-wallet
Use when implementing Bitcoin wallet features - provides complete architecture for on-chain Bitcoin transactions, UTXO management, address derivation from Nostr keys, and transaction handling with proper security patterns
cashu-wallet
Use when implementing Cashu token wallet functionality - provides complete patterns for sending and receiving Cashu tokens, token QR codes, automatic mint management, and integrating with Lightning wallet operations
nostr-wallet-connect
Use when implementing Nostr Wallet Connect (NIP-47) wallet service - provides complete patterns for generating NWC connection strings, publishing info events, listening for requests, processing wallet commands, and sending encrypted responses. Client-side patterns included for reference.
npub-cash-address
Use when implementing npub.cash static Lightning address functionality - provides complete patterns for obtaining static Lightning addresses (username@npubx.cash), managing npub.cash account settings, syncing quotes from npub.cash, and integrating with Lightning wallets
qr-code-generator
Use when implementing QR code generation - provides complete patterns for generating QR codes from text/URLs, displaying QR codes in modals, and customizing QR code appearance
qr-code-scanner
Use when implementing QR code scanning - provides complete patterns for camera-based scanning, classifying scanned content (Bitcoin addresses, Lightning invoices, npubs, Cashu tokens), handling camera permissions, and paste from clipboard functionality
emoji-encoder
Use when implementing steganographic text encoding using Unicode Variation Selectors - allows encoding any message invisibly into emojis, letters, or any characters using Unicode Variation Selectors (U+FE00-U+FE0F and U+E0100-U+E01EF)
exchange-rates
Use when implementing exchange rate functionality - provides complete patterns for fetching BTC/fiat exchange rates from Coinbase API, caching strategies, conversion utilities, and React hooks for displaying rates in UI
lightning-address
Use when implementing Lightning address functionality - provides complete patterns for resolving Lightning addresses to invoices, generating invoices from addresses, displaying Lightning addresses in UI, and integrating with QR codes
lightning-invoice-decoder
Use when implementing BOLT11 Lightning invoice decoding - provides complete patterns for decoding invoice amounts, validating invoice format, and extracting satoshi values from Lightning invoices
lightning-wallet
Use when implementing a standalone Lightning wallet using Cashu mints - provides complete patterns for minting (receiving Lightning payments), melting (sending Lightning payments), mint management, transaction history, and integrating with Lightning addresses and invoices
lsb-steganography
Use when implementing Least Significant Bit (LSB) steganography - allows hiding images or text within other images by encoding data in the least significant bits of pixel color channels
phantom-scribe
Kickstart and maintain a fast-paced fiction project from a thumbnail using Harmon Story Circle + Crouch-style chapter momentum. Use when the user asks for help writing a story/novel, wants beat sheets, chapter plans, Blake Crouch pacing, or wants canon/timeline guardrails for high-concept sci-fi/fantasy.
hybrid-search-implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
auth-implementation-patterns
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.
bazel-build-optimization
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
attack-tree-construction
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
domain-name-brainstormer
Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.
error-handling-patterns
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.
k8s-manifest-generator
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
git-advanced-workflows
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.
helm-chart-scaffolding
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
nx-workspace-patterns
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
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