Non-Coding Skills for Claude Code — Automating Business & Life

Most Claude Code skills focus on engineering — building apps, running tests, deploying code. Shaw Talebi’s non-coding-skills repo flips that assumption: what if you used Claude Code’s agent architecture to automate everything else in your work life — emails, sales outreach, video editing, CRM, business strategy?

The key insight from Shaw himself: “Using them as-is probably won’t be as helpful to you as they are to me. The value is in the patterns and ideas.” This isn’t a plug-and-play toolkit — it’s a masterclass in skill architecture for personal workflows.

Who Built This

Shaw Talebi — PhD from UT Dallas, 8+ years in AI, former data scientist at Toyota. Now runs AI Builder Academy, training teams at Google, Microsoft, Meta, AWS, and others. Active YouTuber with millions of viewers. This repo is his personal automation stack, open-sourced as a learning resource.

The 15 Skills at a Glance

Two Tiers of Skills

┌─────────────────────────────────────────────────┐
│           NON-CLAUDE CODE SKILLS                │
│  (Work with standard Claude + MCPs)             │
│                                                 │
│  email-writer, linkedin-post-writer,            │
│  business-strategy, executive-briefing,         │
│  crm, training-proposal, validate-saas-idea     │
└─────────────────────────────────────────────────┘

┌─────────────────────────────────────────────────┐
│           CLAUDE CODE SKILLS                    │
│  (Require Claude Code CLI + tool access)        │
│                                                 │
│  video-editor (FFmpeg + AssemblyAI + FCPXML),   │
│  linkedin-lead-gatherer (browser automation),   │
│  keynote (file generation),                     │
│  skill-updater (meta: edits other skills)       │
└─────────────────────────────────────────────────┘

Standout Skill: video-editor

The most technically impressive skill in the collection. It runs a multi-phase pipeline:

Recording (MP4)
    │
    ▼
┌──────────────────┐
│  Phase 1: Analyze │  FFmpeg extracts audio
│                    │  AssemblyAI transcribes
│                    │  Detects filler words,
│                    │  long pauses, false starts
└────────┬─────────┘
         │
         ▼
┌──────────────────┐
│  Phase 2: Propose │  5-pass edit processing
│                    │  Identifies cut points
│                    │  Preserves context
│                    │  Human reviews proposals
└────────┬─────────┘
         │
         ▼
┌──────────────────┐
│  Phase 3: Export  │  Generates FCPXML
│                    │  → Import into Final Cut Pro
│                    │  Non-destructive editing
└──────────────────┘

This is a genuinely novel use of Claude Code — it doesn’t try to replace Final Cut Pro, it acts as an intelligent pre-editor that does the tedious first pass.

Standout Skill: email-writer — Voice Cloning

The email-writer skill is a masterclass in encoding personal voice for AI. The SKILL.md includes:

• Tone markers — specific adjectives describing Shaw’s writing voice
• Greeting rules — when to use “Hey” vs “Hi” vs formal greetings
• Paragraph structure — preferred length, sentence cadence
• Reference examples — actual emails Shaw has written, categorized by type
• Gmail API quirks — e.g., emoji reactions breaking thread replies

This pattern is directly transferable to anyone building a “write like me” skill.

Standout Skill: skill-updater — Meta-Skill

A skill for editing skills. It solves a real problem: Claude Code’s skill filesystem is read-only at runtime. The skill-updater handles this by:

1. Reading the current skill from the read-only path
2. Applying edits in a working directory
3. Repackaging and reinstalling the updated skill

Its philosophy sections are worth reading even if you never use the skill itself:

• “Principles over rules” — teach the AI why, not just what
• “Less is more” — shorter skills are more reliable than verbose ones

How to Install

# Install any individual skill
claude skill add --url https://github.com/ShawhinT/non-coding-skills/tree/main/<skill-name>

# Example: install the video editor
claude skill add --url https://github.com/ShawhinT/non-coding-skills/tree/main/video-editor

Patterns Worth Stealing

If you’re building your own skills, here’s what to learn from this repo:

1. Consistent Skill Structure

Every skill follows: SKILL.md (core logic) + references/ (examples, templates). This separation keeps the main skill focused while providing rich context.

2. Voice Encoding Pattern

The email-writer approach — tone markers, greeting rules, reference examples — is the best pattern available for “write like me” skills. Copy this structure, swap in your own voice samples.

3. Multi-Tool Chaining

The video-editor chains FFmpeg → AssemblyAI → custom logic → FCPXML generation. This shows how Claude Code skills can orchestrate multiple external tools into a cohesive pipeline.

4. MCP Integration for Business Ops

The outreach-campaign skill chains Notion MCP (contact data) → Gmail MCP (sending) into an automated sales pipeline. This is the model for any “read from X, act on Y” business workflow.

5. Meta-Skills

The skill-updater proves that skills can be self-modifying. If you maintain a large skill collection, a meta-skill for editing them is invaluable.

How LearnAI Team Could Use This

• Teaching skill architecture — Use the repo as a case study for “how to structure Claude Code skills” in workshops
• Email/communication automation — Adapt the email-writer pattern for academic correspondence (recommendation letters, grant emails, student communications)
• Research documentation — The notion-research-documentation skill pattern could be adapted for Obsidian-based research workflows
• Presentation generation — The keynote skill could be adapted for lecture slide generation
• Video editing for lectures — The video-editor pipeline could streamline editing recorded lectures and tutorials

Real-World Use Cases

• Solopreneurs automating sales outreach, CRM, and client communication
• Content creators using the video-editor pipeline to speed up YouTube editing by 3-5x
• AI educators using this repo as teaching material for “building with Claude Code”
• Teams adapting the voice-cloning pattern for brand-consistent communications
• Skill builders studying the architecture patterns before building their own