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wshobson/hads

인간과 AI 모델 모두가 읽을 수 있는 기술 문서 작성, 기존 문서를 HADS 형식으로 변환, HADS 문서 검증, 또는 토큰 효율적인 AI 소비를 위한 문서 최적화 시 사용합니다.

hads란 무엇인가요?

이 기술(HADS - Human AI Document Standard)은 기술 문서가 인간 개발자와 AI 모델 모두에게 읽기 쉽고 이해하기 쉬우면서도 토큰 소비를 최적화하도록 설계된 표준입니다. HADS는 마크다운을 기반으로 하여, 특정 섹션 구조, 메타데이터 태그, 명확한 지침 형식을 통해 AI가 문서를 효율적으로 파싱하고 관련 정보를 추출할 수 있게 합니다. 이 스킬은 기존 문서를 HADS 형식으로 변환하거나, 새 문서를 이 표준에 따라 작성하거나, 이미 HADS 형식인 문서의 유효성을 검사하고 최적화하는 데 사용됩니다. 주로 개발자 도구, CLI 환경(예: Claude Code, Cursor, Codex)과 통합되어 AI 에이전트가 문서를 더 효과적으로 활용하도록 지원합니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/wshobson/agents/tree/main/skills/hads

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즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

hads은(는) 무엇을 하나요?

인간과 AI 모델 모두가 읽을 수 있는 기술 문서 작성, 기존 문서를 HADS 형식으로 변환, HADS 문서 검증, 또는 토큰 효율적인 AI 소비를 위한 문서 최적화 시 사용합니다.

개요

HADS(Human AI Document Standard)는 기술 문서를 인간과 AI 모두가 효율적으로 읽고 이해할 수 있도록 설계된 표준입니다. 이 스킬은 다음 작업을 지원합니다:

  • 변환: 기존 문서를 HADS 형식으로 변환
  • 생성: HADS 표준에 맞는 새 문서 작성
  • 검증: 문서가 HADS 표준을 따르는지 확인
  • 최적화: AI 토큰 소비를 최소화하도록 문서 개선

사용법

  1. 변환할 문서 파일 경로를 지정합니다.
  2. 원하는 출력 형식(예: HADS 마크다운)을 선택합니다.
  3. 필요에 따라 메타데이터 필드를 추가합니다.

예시

hads convert input.md --output output.hads.md --metadata "author: wshobson"

참고

  • HADS는 표준 마크다운을 확장합니다.
  • 모든 HADS 문서는 # 헤더로 시작해야 합니다.
  • 메타데이터는 YAML frontmatter로 추가할 수 있습니다.

자세한 내용은 HADS 공식 문서를 참조하세요.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

wshobson/accessibility-compliance

Implement WCAG 2.2 compliant interfaces with mobile accessibility, inclusive design patterns, and assistive technology support. Use when auditing accessibility, implementing ARIA patterns, building for screen readers, or ensuring inclusive user experiences.

wshobson/airflow-dag-patterns

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

wshobson/angular-migration

Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.

wshobson/anti-reversing-techniques

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.

wshobson/api-design-principles

Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.

wshobson/architecture-decision-records

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.

wshobson/architecture-patterns

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean architecture for a new microservice, when refactoring a monolith to use bounded contexts, when implementing hexagonal or onion architecture patterns, or when debugging dependency cycles between application layers.

wshobson/async-python-patterns

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

wshobson/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.

wshobson/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.

wshobson/avoid-ai-writing

Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or blog post for machine-sounding prose, or make text sound less like AI. Supports a detect-only mode, a rewrite mode, and an edit-in-place mode, with optional voice and context profiles.

wshobson/backtesting-frameworks

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

wshobson/bash-defensive-patterns

Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

wshobson/bats-testing-patterns

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

wshobson/bazel-build-optimization

Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.

wshobson/before-you-build

Pre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user is about to build a landing page, MVP, SaaS product, internal tool, agent workflow, or major feature and needs to check demand, positioning, monetization, retention, trust, distribution, and adoption risk before implementation starts.

wshobson/billing-automation

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.

wshobson/binary-analysis-patterns

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

wshobson/block-no-verify-hook

Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.

wshobson/brand-landingpage

Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stitch with deployment-ready HTML. Use when the user asks to create, design, or build a landing page, homepage, or marketing page and has no established visual direction. Skip when they have a design mockup, need a dashboard or app UI, are working at component level, building a multi-page app, or restyling with known design tokens — use frontend-design instead.

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