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X/Twitter CLI for reading, searching, posting, and engagement via cookies.
Use when building, extending, or debugging WordPress REST API endpoints/routes: register_rest_route, WP_REST_Controller/controller classes, schema/argument validation, permission_callback/authentication, response shaping, register_rest_field/register...
Implements Hotwire patterns with Turbo Frames, Turbo Streams, and Stimulus controllers. Use when building interactive UIs, real-time updates, form handling, partial page updates, or when user mentions Turbo, Stimulus, or Hotwire.
Creates presenter objects for view formatting using SimpleDelegator pattern with TDD. Use when extracting view logic from models, formatting data for display, creating badges/labels, or when user mentions presenters, view models, formatting, or displ...
使用 8 维度框架评估测试完整性。 使用时机：撰写测试、审查测试覆盖率、确保测试品质。 关键字：test coverage, completeness, dimensions, 8 dimensions, test quality, 测试覆盖, 测试完整性, 八维度。
Agentica 框架介绍。当用户询问 Agentica 的功能、如何创建 Agent、使用工具、配置模型或构建 AI 应用时使用此技能。
Implements transactional emails with Action Mailer and TDD. Use when creating email templates, notification emails, password resets, email previews, or when user mentions mailer, email, notifications, or transactional emails.
Comprehensive performance optimization for latency, throughput, memory/GC, and tail behavior. Trigger cues/keywords: `$lift`, optimize, speed up, reduce latency, improve p95/p99, increase throughput/QPS, lower CPU or memory, cut allocations/GC pauses...
遵循約定式提交标准格式化提交消息。 使用时机：撰写提交消息、git commit、檢视提交历史。 关鍵字：commit、git、message、conventional、feat、fix、refactor。
Use when working with walkerOS sources, understanding event capture, or learning about the push interface. Covers browser, dataLayer, and server source patterns.
Use when configuring walkerOS event mappings for specific use cases. Provides recipes for GA4, Meta, custom APIs, and common transformation patterns.
Use when walkerOS events aren't reaching destinations, debugging event flow, or troubleshooting mapping issues. Covers common problems and debugging strategies.
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 r...
Map slice dependencies using DSM matrix and prioritize by risk
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Redact text from PDF documents for blind review anonymization
Redact text from PDF documents for blind review anonymization
Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.
Nonlinear optimization with CasADi and IPOPT solver. Use when building and solving NLP problems: defining symbolic variables, adding nonlinear constraints, setting solver options, handling multiple initializations, and extracting solutions. Covers po...
Transform sequential Python code into parallel/concurrent implementations. Use when asked to parallelize Python code, improve code performance through concurrency, convert loops to parallel execution, or identify parallelization opportunities. Handle...
Python JSON parsing best practices covering performance optimization (orjson/msgspec), handling large files (streaming/JSONL), security (injection prevention), and advanced querying (JSONPath/JMESPath). Use when working with JSON data, parsing APIs,...
Guide for translating Python code to functional Scala style. Use when converting Python code involving higher-order functions, decorators, closures, generators, or when aiming for idiomatic functional Scala with pattern matching, Option handling, and...
Extract CVSS (Common Vulnerability Scoring System) scores from vulnerability data sources with proper fallback handling. This skill covers understanding CVSS v3, handling multiple score sources (NVD, GHSA, RedHat), implementing source priority logic,...
Pure Claude code investigation. Fast codebase exploration, trace execution paths, understand architecture, diagnose issues. No Codex dependency.
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