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Use when evaluating AI capability test results against acceptance criteria for production deployment decision. Use after development complete and test results available. Produces structured go/no-go verdict with gap analysis and mitigation requiremen...
Comprehensive methodology for conducting technical reviews of Rust projects. Use when: (1) reviewing unfamiliar Rust codebases, (2) conducting project health assessments, (3) evaluating code quality and architecture, (4) preparing project audits or d...
Go development process and idiomatic code review. Use when writing Go code, reviewing Go PRs, implementing concurrency with goroutines/channels, debugging Go race conditions, or fixing Go error handling. Also use for Go project setup, module manageme...
Java development process and modern practices review. Use when writing Java code, reviewing Java PRs, working with Spring Boot applications, implementing design patterns, or setting up project structure. Also use when code uses mutable state everywhe...
Azure infrastructure security review process. Use when reviewing RBAC and managed identities, auditing Storage account configurations, securing Azure Functions and App Service, reviewing Bicep/ARM templates or Terraform, or configuring VNet and NSGs....
GitHub issues management and best practices. Use when auditing issue quality, creating issue templates, adding acceptance criteria, improving issue workflows, or coaching teams on issue hygiene. Also use for setting up labels, reviewing stale issues,...
Find the gaps in your plan before your stakeholders do. Pressure tests plans, strategies, and communications. Domain-smart advisor, not nitpicker.
Build deterministic, verifiable data visualizations with D3.js (v6). Generate standalone HTML/SVG (and optional PNG) from local data files without external network dependencies. Use when tasks require charts, plots, axes/scales, legends, tooltips, or...
Use when about to claim work is complete, fixed, or passing. Invoke BEFORE committing, creating PRs, or making any success claims. The Iron Law - evidence before assertions, always.
Use when implementing payment flows with Stripe or Polar. Covers checkout integration, webhooks, subscriptions, and error handling.
Use when deploying software to production or staging environments to ensure complete traceability of what was deployed, when, by whom, and from which source. Essential for audit compliance, incident investigation, and rollback decisions.
Tiered context management for multi-agent workflows. Use when: - Starting a new session and need to load project context - Context window approaching capacity (>70% usage) - Switching between different parts of a codebase - Preparing context for suba...
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.
Implement an RFC-compliant OAuth 2.1 authorization server in Rails applications. Use when building apps that need to authorize third-party clients (like MCP clients, API consumers, or external integrations) using industry-standard OAuth flows with PK...
Use when creating design systems or styling components with Tailwind CSS v4 and Class Variance Authority (CVA) - provides type-safe component variants with CSS variables for design tokens
**Version**: 1.0.0 **Category**: System Administration / Performance Optimization **Author**: Claude Code **Last Updated**: November 22, 2025
Deep methodology knowledge for STC including outcome regression approach, effect modifier selection, covariate centering, and comparison with MAIC. Use when conducting or reviewing STC analyses.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Manage database schema changes with version control. Use when modifying DB schema, adding tables/columns, or setting up new projects. Covers Prisma, Drizzle, and migration best practices.
Generate comprehensive .gitignore files tailored to specific tech stacks, frameworks, and development environments. Triggers on "create gitignore", "generate .gitignore for", "gitignore for", "ignore files for".
仅用 Git 分析改动并自动生成 conventional commit 信息(可选 emoji);必要时建议拆分提交,默认运行本地 Git 钩子(可 --no-verify 跳过)
Guide for advanced Next.js App Router patterns including Route Handlers, Parallel Routes, Intercepting Routes, Server Actions, error boundaries, draft mode, and streaming with Suspense. CRITICAL for server actions (action.ts, actions.ts files, 'use s...
Create XMind mind map files (.xmind). Use this skill when the user asks to create a mind map, mindmap, XMind file, or brainstorming diagram. Produces native .xmind files that open directly in the XMind application.
Interactive assistant for intercepting, debugging, analyzing and reviewing Claude Code API requests using mitmproxy. Guides setup, certificate configuration, and active traffic inspection via web or CLI interface. Supports learning Claude Code intern...
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