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ai-firstify

@techwolf-ai · 收录于 1 周前

Analyze, re-engineer, or bootstrap projects to align with AI-first design principles. Use when asked to review, audit, improve, 'ai-firstify', or start a new project. Performs deep analysis across 7 dimensions, actively restructures existing projects, or guides new project setup through discovery questions. Based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp.

场景项目重构新项目启动架构评审

适合你，如果想让项目设计遵循AI优先原则

/ 下载安装
ai-firstify.skill双击,或拖进 Claude 桌面版 / Cowork,即完成安装↓ .skill↓ .zip
用别的 agent?下载 .zip 解压,把文件夹放进它的技能目录
Claude Code~/.claude/skills/(项目级 .claude/skills/)
Codex CLI~/.codex/skills/
Cursor自动读取上面两处目录
其他工具见其文档的「skills」目录;两个下载是同一份文件,只是名字不同
/ 通过 npx 安装 校验哈希
npx oh-my-skill add techwolf-ai/ai-first-toolkit/ai-firstify
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- techwolf-ai/ai-first-toolkit/ai-firstify
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify techwolf-ai/ai-first-toolkit/ai-firstify
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
90GitHub stars
~519最小装载
~12.8K含声明引用
~12.8K文本包总量
镜像托管

怎么用

技能原文 SKILL.md作者撰写 · MIT · 8b3107b

AI-Firstify

Analyze and re-engineer projects to align with AI-first design principles.

Trigger

Use this skill when asked to:

  • Audit mode (read-only): "review", "audit", "analyze", "check", "assess"
  • Re-Engineer mode (active changes): "ai-firstify", "fix", "improve", "re-engineer", "transform"
  • Bootstrap mode (new project): "start", "new project", "bootstrap", "set up", "build from scratch"
Mode 1: Audit (Read-Only Analysis)

Perform a comprehensive read-only analysis across 7 dimensions. Output a scored report with recommendations. Do NOT modify any files.

Read references/mode-audit.md for the full audit procedure and dimension checklist.

Mode 2: Re-Engineer (Active Transformation)

First, perform the full audit (Mode 1). Then actively fix issues in 7 phases: foundation, de-agentification, skill extraction, complexity reduction, context hygiene, safety hardening, workflow optimization.

Read references/mode-reengineer.md for the full re-engineering procedure.

Mode 3: Bootstrap (New Project Setup)

Guide the user through setting up a new AI-first project from scratch. Interactive: ask discovery questions, recommend architecture, scaffold, and test.

Read references/mode-bootstrap.md for the full bootstrap procedure.

Reference Files

Domain knowledge (load on demand per dimension):

  • references/principles.md: All 9 AI-first design principles in depth
  • references/patterns.md: All 7 design patterns with implementation guidance
  • references/anti-patterns.md: Common mistakes with detection patterns and fixes
  • references/skill-architecture.md: How to structure skills, sub-agents, and workflows
  • references/project-structure.md: Ideal project layouts, CLAUDE.md templates, .gitignore
  • references/assessment-rubric.md: Scoring criteria and report template

Load the relevant reference file for the dimension you are currently analyzing. Do not load all references at once. Use progressive disclosure.

Tools
  • scripts/validate-report.sh: Validates that a generated assessment report has all required sections, dimensions, and scores
按 MIT 许可原样转载,未经改动 · 在 GitHub 查看 →

评论

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