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Homeostatic actuator that tags code, tests, and commits with REQ-* keys for traceability. Adds "# Implements:" tags to code and "# Validates:" tags to tests. Use when code or tests are missing requirement tags.
Extract mathematical formulas (F-*) from requirements - calculations, algorithms, conversions. Enables autogeneration of calculation functions with tests. Use when requirements involve math, dates, percentages,...
Extract structured requirements with REQ-* keys from raw intent. Transforms vague user intent into formal requirements with unique keys, acceptance criteria, and business context. Use when starting new features...
Implement feature code to make BDD scenarios pass. Write production code that satisfies Given/When/Then scenarios. Use after implement-step-definitions when step definitions exist but scenarios are failing.
Tag logs, metrics, and distributed traces with REQ-* keys for production traceability. Enables backward traceability from runtime issues to requirements to intent. Use when deploying code or setting up observab...
Validate requirements quality - unique keys, acceptance criteria, testability, clarity. Sensor detecting requirement quality issues. Use before moving to Design stage or as quality gate.
Autogenerate constraint checking code from constraints (C-*) that specify system limits, timeouts, dependencies, or environmental requirements. Use when C-* includes technical constraints like timeouts, API lim...
Apply and validate the 7 Key Principles to code - TDD, Fail Fast, Modular, Reuse, Open Source, No Debt, Excellence. Checks code compliance and suggests improvements. Use during code review or refactoring.
Create traceability matrix mapping intents (INT-*) to requirements (REQ-*) and requirements to all downstream artifacts (design, code, tests, commits, runtime). Use to visualize and verify complete traceability...
Write failing tests before implementation (RED phase of TDD). Creates test file with test functions that fail because code doesn't exist yet. Use when starting TDD workflow or adding tests for new functionality...
Seven Questions Checklist sensor validating Key Principles before coding. Ask 7 questions - all must be "yes" before proceeding. Quality gate enforcing TDD, modularity, reuse, and excellence. Use before startin...
Write BDD scenarios in Gherkin format (Given/When/Then) in pure business language. Use when creating acceptance tests, user story scenarios, or stakeholder-readable specifications.
Create distinctive, production-grade mobile interfaces with exceptional design quality for React Native + Expo applications. Use this skill when building mobile screens, components, or user experiences. Generat...
Comprehensive guide to technical skills, knowledge areas, and competencies required for BitSleuth Wallet development. Covers React Native/Expo mobile development, Bitcoin protocol expertise, cryptography, secur...
Toolkit for interacting with and testing React Native + Expo mobile applications on iOS and Android. Supports verifying app functionality, debugging UI behavior, running the development server, and testing mobi...
Expert-level performance optimization, profiling, benchmarking, and tuning
Expert-level algorithmic trading, market systems, quantitative analysis, and trading platforms
Expert-level manufacturing systems, Industry 4.0, production optimization, quality control, and smart factory solutions
Expert-level software testing with unit tests, integration tests, E2E tests, TDD/BDD, and testing best practices
Expert-level precision agriculture, farm management systems, crop monitoring, and agtech
Expert-level site reliability engineering, SLOs, incident management, and operational excellence
Expert-level retail systems, POS, inventory management, e-commerce, customer analytics, and omnichannel retail
Expert-level AWS cloud architecture, services, security, cost optimization, and best practices
Expert-level Node.js backend development with Express, async patterns, streams, performance optimization, and production best practices
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。