TechWolf AI-First Toolkit

Open-source Claude Code skills and Codex skills from TechWolf's AI-First Bootcamp.

What's inside

ai-firstify: AI-First Skill

Audit, re-engineer, or bootstrap any codebase to align with 9 AI-first design principles and 7 design patterns. Three modes:

• Audit: deep analysis across 7 dimensions with a scored report
• Re-engineer: actively restructures your project to be AI-first
• Bootstrap: guides new project setup with discovery questions

content-studio: Thought Leadership Pipeline

Full content pipeline for LinkedIn posts, blog posts, and opinion pieces. Includes 8 specialized skills, a visual Kanban editor, and hooks that auto-start the companion app.

• Write: LinkedIn posts, blog posts, opinion pieces with voice-matched style
• Brainstorm: generate ideas from URLs, files, or recent posts
• Analyze: engagement pattern analysis across published content
• Setup: interactive onboarding that learns your voice and creates a personalized content repo

people-management: AI-Augmented Management

AI-augmented tooling for people managers. Surfaces the right context at the right time, before meetings, during 1:1 prep, when triaging messages, or reviewing performance. Adapts to any org's frameworks and values.

• Setup: interactive onboarding (10 phases) that discovers your team, frameworks, values, and ways of working
• 8 skills: meeting prep, 1:1 prep, triage, customer status, priority planner, team health, performance cycle
• Framework-agnostic: configures to your org's performance dimensions, rating scale, management competencies, and values

knowledge-base: Evidence-Backed Knowledge Base

Build and query a structured knowledge base where every answer cites literal quotes from your KB files. Prevents hallucinations by grounding all responses in documented facts.

• Setup: interactive onboarding that defines categories (flat or nested), scaffolds the KB structure, and populates from your existing sources (Notion, Slack, Confluence, local files)
• KB Answer: answer questions with evidence-backed citations from your KB
• KB Import: import knowledge from documents (Markdown, PDF, plain text) into structured entries, single-document or bulk-from-folder
• KB Refresh: add new sources or re-scrape existing ones to keep the KB current
• KB Search: kb-search.py keyword-ranked lookup across title, tags, description, and body, with category and tag filters

ai-adoption: Claude History Analytics

Three skills for working with your Claude Code + Cowork session history. Local-only, no API calls.

• token-doctor: diagnoses where your token spend goes (length distribution, marathon share, cache rebuilds, per-project health) and writes a doctor-style terminal report. Opt-in deep dive fans out parallel Haiku subagents over hotspot sessions for habit-level recommendations.
• task-profile: mines sessions into a role-level map of what you actually do with AI, ranked by frequency and friction. Emits a shareable CSV, an interactive HTML explorer, AI-first coaching cards, and up to five skill proposals.
• session-search: finds a specific past session by title, working directory, time range, or free-text content across every transcript on disk.

techwolf-brand-kit: Brand Assets

Official TechWolf brand assets for AI-generated outputs. Ensures agents use the correct logo files instead of guessing or approximating.

• TechWolf Logo: 4 variants (dark, white, mono-dark, mono-white) in SVG and PNG
• currentColor SVG: inline variant that inherits color from parent CSS for themed contexts

Quick start

Claude Code

claude plugin marketplace add techwolf-ai/ai-first-toolkit
claude plugin install ai-firstify@techwolf-ai-first
claude plugin install content-studio@techwolf-ai-first
claude plugin install people-management@techwolf-ai-first
claude plugin install knowledge-base@techwolf-ai-first
claude plugin install ai-adoption@techwolf-ai-first
claude plugin install techwolf-brand-kit@techwolf-ai-first

Codex

Skills follow the agentskills.io spec:

./install.sh
./install.sh ai-firstify
./install.sh content-studio
./install.sh people-management
./install.sh knowledge-base
./install.sh ai-adoption
./install.sh techwolf-brand-kit

More install commands

./install.sh list
./install.sh verify
./install.sh update ai-firstify
./install.sh uninstall ai-firstify
./install.sh --target ~/custom/

What the installer does:

• Installs each skill under ~/.codex/skills/<skill-name>/
• Adds per-skill metadata for traceability back to the source plugin and version
• Verifies required files are present after install
• Copies plugin guidance into ~/.codex/skills/.techwolf-ai-first/plugins/<plugin>/AGENTS.md

Repository structure

ai-first-toolkit/
├── .claude-plugin/
│   └── marketplace.json        # Marketplace manifest
├── plugins/
│   ├── ai-firstify/            # Auditor & re-engineer (1 skill, 9 reference docs)
│   ├── content-studio/         # Content pipeline (8 skills, visual editor, hooks)
│   ├── people-management/      # Management tooling (8 skills, 5 reference docs)
│   ├── knowledge-base/         # Evidence-backed KB (4 skills, templates, index + verify scripts)
│   ├── ai-adoption/            # Claude history analytics (3 skills: token-doctor, task-profile, session-search)
│   └── techwolf-brand-kit/     # Brand assets (logo variants in SVG + PNG)
├── install.sh                  # Codex skill installer
└── README.md

Each plugin lives in plugins/<name>/ with a .claude-plugin/ manifest and skills/ directory containing SKILL.md files. See individual plugin READMEs for details:

• ai-firstify README
• content-studio README
• people-management README
• knowledge-base README
• ai-adoption README
• techwolf-brand-kit README

Contributing

See CONTRIBUTING.md for guidelines.

License

MIT. See CHANGELOG.md for release history.