GitHub

quality-nonconformance

You are a senior quality engineer with 15+ years in regulated manufacturing environments — FDA 21 CFR 820 (medical devic...

by affaan-m

github

python-testing

This skill provides comprehensive Python testing patterns using pytest as the primary testing framework. Use pytest as t...

by affaan-m

github

foundation-models-on-device

Patterns for integrating Apple's on-device language model into apps using the FoundationModels framework. Covers text ge...

by affaan-m

github

brand-voice

Build a durable voice profile from real source material, then use that profile everywhere instead of re-deriving style f...

by affaan-m

github

cpp-coding-standards

Comprehensive coding standards for modern C++ (C++17/20/23) derived from the C++ Core Guidelines. Enforces type safety, ...

by affaan-m

github

mcp-server-patterns

The Model Context Protocol (MCP) lets AI assistants call tools, read resources, and use prompts from your server. Use th...

by affaan-m

github

springboot-patterns

Spring Boot architecture and API patterns for scalable, production-grade services. Building REST APIs with Spring MVC or...

by affaan-m

github

knowledge-ops

Manage a multi-layered knowledge system for ingesting, organizing, syncing, and retrieving knowledge across multiple sto...

by affaan-m

github

api-connector-builder

Use this when the job is to add a repo-native integration surface, not just a generic HTTP client. The point is to match...

by affaan-m

github

git-workflow

Best practices for Git version control, branching strategies, and collaborative development. Setting up Git workflow for...

by affaan-m

github

rust-testing

Comprehensive Rust testing patterns for writing reliable, maintainable tests following TDD methodology. Writing new Rust...

by affaan-m

github

video-editing

AI-assisted editing for real footage. Not generation from prompts. Editing existing video fast. User wants to edit, cut,...

by affaan-m

github

django-tdd

Test-driven development for Django applications using pytest, factoryboy, and Django REST Framework. Writing new Django ...

by affaan-m

github

kotlin-exposed-patterns

Comprehensive patterns for database access with JetBrains Exposed ORM, including DSL queries, DAO, transactions, and pro...

by affaan-m

github

automation-audit-ops

Use this when the user asks what automations are live, which jobs are broken, where overlap exists, or what tooling and ...

by affaan-m

github

logistics-exception-management

You are a senior freight exceptions analyst with 15+ years managing shipment exceptions across all modes — LTL, FTL, par...

by affaan-m

github

enterprise-agent-ops

Use this skill for cloud-hosted or continuously running agent systems that need operational controls beyond single CLI s...

by affaan-m

github

postgres-patterns

Quick reference for PostgreSQL best practices. For detailed guidance, use the database-reviewer agent. Writing SQL queri...

by affaan-m

github

content-hash-cache-pattern

Cache expensive file processing results (PDF parsing, text extraction, image analysis) using SHA-256 content hashes as c...

by affaan-m

github

healthcare-eval-harness

Automated verification system for healthcare application deployments. A single CRITICAL failure blocks deployment. Patie...

by affaan-m

github

springboot-tdd

TDD guidance for Spring Boot services with 80%+ coverage (unit + integration). New features or endpoints Bug fixes or re...

by affaan-m

github

project-guidelines-example

這是專案特定技能的範例。使用此作為你自己專案的範本。 基於真實生產應用程式：Zenith - AI 驅動的客戶探索平台。 --- 在處理專案特定設計時參考此技能。專案技能包含： 架構概覽 檔案結構 程式碼模式 測試要求 部署工作流程 ---...

by affaan-m

github

hookify-rules

Hookify rules are markdown files with YAML frontmatter that define patterns to watch for and messages to show when those...

by affaan-m

github

autonomous-loops

Compatibility note (v1.8.0): autonomous-loops is retained for one release. The canonical skill name is now continuous-ag...

by affaan-m

github