Scaffold
codewithmukesh/dotnet-claude-kit
Architecture-aware feature scaffolding for .NET 10 projects.
Analyze, re-engineer, or bootstrap projects to align with AI-first design principles.
Install AI Firstify
$ npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit ai-firstify --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ai-firstify/skills/ai-firstify .claude/skills/ai-firstify && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ai-firstify" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/ai-firstify/skills/ai-firstify into .claude/skills/ai-firstify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-firstify", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/ai-firstify/skills/ai-firstifyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit ai-firstify --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ai-firstify/skills/ai-firstify .agents/skills/ai-firstify && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ai-firstify" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/ai-firstify/skills/ai-firstify into .agents/skills/ai-firstify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-firstify", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit ai-firstify --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ai-firstify/skills/ai-firstify .cursor/skills/ai-firstify && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ai-firstify" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/ai-firstify/skills/ai-firstify into .cursor/skills/ai-firstify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-firstify", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/techwolf-ai/ai-first-toolkit.git --path plugins/ai-firstify/skills/ai-firstify--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit ai-firstify --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ai-firstify/skills/ai-firstify .gemini/skills/ai-firstify && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ai-firstify" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/ai-firstify/skills/ai-firstify into .gemini/skills/ai-firstify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-firstify", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install techwolf-ai/ai-first-toolkit ai-firstifyInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ai-firstify/skills/ai-firstify .github/skills/ai-firstify && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ai-firstify" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/ai-firstify/skills/ai-firstify into .github/skills/ai-firstify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-firstify", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit ai-firstify --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ai-firstify/skills/ai-firstify .opencode/skills/ai-firstify && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ai-firstify" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/ai-firstify/skills/ai-firstify into .opencode/skills/ai-firstify/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ai-firstify", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ai-firstify- GitHub stars
- 132
- Token cost
- ~646 tokens
- SKILL.md length
- 245 words
- Files
- 11 (incl. scripts, references)
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyze, re-engineer, or bootstrap projects to align with AI-first design principles.
- Asked to review
- SKILL.md covers Trigger, Mode 1: Audit (Read-Only…, Mode 2: Re-Engineer (Active… and Mode 3: Bootstrap (New Project…, plus 2 more sections
- Runs Shell scripts from its folder
- Start a new project
What it does
AI Firstify is an agent skill from techwolf-ai/ai-first-toolkit. 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.
Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts and reference files (for example `references/anti-patterns.md`, `references/assessment-rubric.md` and `references/mode-audit.md`).
It sits in Development, covering Design patterns, Requirements gathering and Project scaffolding. The repository describes itself as: Open-source Claude Code skills and Codex skills for AI-first work. Audit, re-engineer, and bootstrap projects with AI-first design principles. The licence is MIT.
When your agent uses it
- Asked to review
- Start a new project
Example prompts
- “ai-firstify”
- “/ai-firstify”
Requirements
- A Bash shell
What it can do on your machine
Read from SKILL.md and the folder at commit 2ee7841. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
AI Firstify loads about 646 tokens when it runs, and up to ~15k if it reads all its reference files. Until then it costs about 103 tokens; SKILL.md has 245 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from techwolf-ai/ai-first-toolkit at commit 2ee7841, republished under its MIT licence (© techwolf-ai). 245 words, ~646 tokens.
Download SKILL.mdSave it as
.claude/skills/ai-firstify/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.- name
- ai-firstify
- description
- 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.
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
© techwolf-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 10 other files (scripts, references) in plugins/ai-firstify/skills/ai-firstify of techwolf-ai/ai-first-toolkit.
- SKILL.md
- references/anti-patterns.md
- references/assessment-rubric.md
- references/mode-audit.md
- references/mode-bootstrap.md
- references/mode-reengineer.md
- references/patterns.md
- references/principles.md
- references/project-structure.md
- references/skill-architecture.md
- scripts/validate-report.sh
Open the folder on GitHubat commit 2ee7841
Compare with similar skills
AI Firstify next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AI Firstify this skilltechwolf-ai/ai-first-toolkit | 132 | — | ~646 | Automated safety check: Pass | MIT | |
| Scaffoldcodewithmukesh/dotnet-claude-kit | 751 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Kmp StarterDevAtrii/Kmp-Starter-Template | 167 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Senior Fullstackdavila7/claude-code-templates | 32k | 6 repos | ~1.1k | Automated safety check: Notes | MIT | |
| Kmp Starter ArchitectureDevAtrii/Kmp-Starter-Template | 167 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Angular Clean Architecturefmflurry/settings-opencode | 171 | — | ~3.6k | Automated safety check: Pass | MIT |
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Questions about AI Firstify
What does AI Firstify do?
Analyze, re-engineer, or bootstrap projects to align with AI-first design principles. AI Firstify is an agent skill from techwolf-ai/ai-first-toolkit. Analyze, re-engineer, or bootstrap projects to align with AI-first design principles.
When should I use AI Firstify?
AI Firstify fits situations like: asked to review; start a new project.
How do I install AI Firstify in Claude Code?
Run `npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a claude-code`. Or copy the skill folder (plugins/ai-firstify/skills/ai-firstify in techwolf-ai/ai-first-toolkit) into .claude/skills/ai-firstify in your project. Claude Code loads it when a task matches its description.
How do I install AI Firstify in Codex?
Run `npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a codex`. Or copy the skill folder (plugins/ai-firstify/skills/ai-firstify in techwolf-ai/ai-first-toolkit) into .agents/skills/ai-firstify in your project. Codex loads it when a task matches its description.
Can I use AI Firstify in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-firstify, .gemini/skills/ai-firstify, .github/skills/ai-firstify and .opencode/skills/ai-firstify in your project.
What does AI Firstify need to run?
Going by SKILL.md and its folder, AI Firstify needs a shell for the scripts in its folder. Our summary lists: A Bash shell.
Does AI Firstify access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is AI Firstify safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does AI Firstify use?
AI Firstify is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does AI Firstify use?
About 646 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 14k tokens, read only when the agent opens those files.
What are the alternatives to AI Firstify?
Skills that share tags, products or a category with AI Firstify: Scaffold (codewithmukesh/dotnet-claude-kit, 751 stars), Kmp Starter (DevAtrii/Kmp-Starter-Template, 167 stars), Senior Fullstack (davila7/claude-code-templates, 32k stars) and Kmp Starter Architecture (DevAtrii/Kmp-Starter-Template, 167 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI Firstify?
techwolf-ai (a GitHub organization) maintains it in techwolf-ai/ai-first-toolkit, which has 132 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on September 29, 2026.
Source: techwolf-ai/ai-first-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.