Reflections
20 Agentic Skills to Supercharge Claude, ChatGPT & Gemini
Copy-paste `.md` skill files that turn any AI model into a specialized agent — from SCQA storytelling to onchain analysis.
Published Updated 3 min read
Most people use AI like a search engine. These 20 skills turn it into a specialized agent that actually does the work.
🧩 What Are Agentic Skills?
Agentic skills are structured .md files you drop into your AI model's system prompt or project context. Each skill defines a role, output format, and constraints — so instead of prompting from scratch every time, the model knows exactly what to do.
The format is standard Claude Markdown — but works in ChatGPT and Gemini too. Just paste the file content at the start of your conversation.
name: skill-name
description: What this skill does.
---
# Skill Title
## Overview
...
## Instructions
...
## Constraints
...
These 20 skills are grouped into 5 categories: Writing & Content, Visual & Infographic, Research & Analysis, Video Production, and Coding & Automation.
🗺️ The Skill Map — 20 in One View
mindmap
root((Agentic Skills))
Writing & Content
SCQA Framework
Content Repurposing Engine
Tone & Style Enforcer
Long-Form Compressor
Structured Copywriting
Visual & Infographic
Excalidraw Generator
Infographic Builder
Flowchart Decision Builder
UI/UX Layout Advisor
Research & Analysis
Deep Research Synthesizer
Onchain Transaction Analyzer
Source Validation
Competitive Intelligence
Knowledge Structuring
Video Production
Video Script Generator
Video Editing Planner
Hook Generator
Caption & Subtitle Formatter
Coding & Automation
Code Review Skill
Workflow Automation Agent
Skill Creator (Meta Skill)
DevOps Assistant
✍️ Writing & Content Skills
These five skills handle the full content lifecycle — from ideation to publishing-ready copy.
| Skill | What It Does | Best For |
|---|---|---|
| SCQA Writing Framework | Structures content as Situation → Complication → Question → Answer | Threads, essays, pitch docs |
| Content Repurposing Engine | Converts long-form → threads, scripts, summaries | Cross-platform publishing |
| Tone & Style Enforcer | Locks output to your brand/personal voice | Consistency at scale |
| Long-Form Compressor | Condenses dense material, extracts key points | TLDRs, exec summaries |
| Structured Copywriting | Hooks + sectioned flow + CTA | Marketing, landing pages |
🔖 SCQA — The One Framework Worth Knowing
The SCQA Writing Framework is the standout here. It's a consulting-grade structure used at McKinsey and BCG — now yours in a single skill file.
Situation → Set context. Complication → Introduce tension. Question → What must be answered? Answer → The resolution.
Think of it as storytelling with logic. Every tweet thread that goes viral uses this structure instinctively.
Tip: Use SCQA for LinkedIn posts, FYP intro sections, and any time you need to explain why something matters before explaining what it is.
🎨 Visual & Infographic Skills
These skills don't generate images — they generate instructions your visual tools can execute, or structured output you can hand to Excalidraw/Figma.
| Skill | Output |
|---|---|
| Excalidraw Diagram Generator | Node + connector structure for diagrams |
| Infographic Builder | Sectioned visual-friendly summaries |
| Flowchart Decision Builder | Decision trees with conditional branching |
| UI/UX Layout Advisor | Spacing, hierarchy, and accessibility suggestions |
Note: These shine when combined with Claude's Projects or a persistent context. Set the Excalidraw skill once, then describe any concept and get a diagram spec back instantly.
🔬 Research & Analysis Skills
The five skills here are the heavy lifters — they transform raw information into structured, actionable intelligence.
| Skill | Use Case |
|---|---|
| Deep Research Synthesizer | Filters low-value data, identifies patterns, produces summaries |
| Onchain Transaction Analyzer | Traces wallets, contracts, and token flows in plain English |
| Source Validation Skill | Scores credibility, detects bias, filters relevance |
| Competitive Intelligence | SWOT-style feature comparisons across tools/protocols |
| Knowledge Structuring Skill | Turns messy notes into logical, hierarchical frameworks |
Warning: The Onchain Transaction Analyzer is web3-specific and requires you to paste raw transaction data. It won't magically query the blockchain — it interprets what you give it.
🎬 Video Production Skills
Four skills covering the full video content pipeline.
| Skill | Output |
|---|---|
| Video Script Generator | Hook + structured sections + CTA |
| Video Editing Planner | Scene cuts, transitions, pacing plan |
| Hook Generator | Attention-grabbing openers, curiosity-driven |
| Caption & Subtitle Formatter | Timed, readable caption blocks |
Tip: Chain these: Hook Generator → Video Script Generator → Video Editing Planner. You get a complete production brief from a single topic input.
⚙️ Coding & Automation Skills
The four meta-skills that handle code quality and workflow orchestration.
| Skill | Focus |
|---|---|
| Code Review Skill | Bug detection, optimization, style enforcement |
| Workflow Automation Agent | Decomposes goals into tool-mapped step-by-step workflows |
| Skill Creator (Meta Skill) | Generates new skill .md files — teaches the AI to extend itself |
| DevOps Assistant | Commit guidance, deployment steps, workflow optimization |
Note: The Skill Creator is the sleeper hit. Feed it a task description and it outputs a complete skill file — ready to drop back in. Recursive skill generation, essentially.
💡 One-Sentence Intuition
Agentic skills shift the cognitive load from you to the model — instead of crafting a perfect prompt every session, you define the agent once and let it operate at that level indefinitely.
🚀 How to Add Skills to Claude
The fastest path: Claude Projects → paste the .md content into the system prompt or project instructions. The skill persists across every conversation in that project.
For ChatGPT and Gemini: paste the skill content at the top of a new conversation, or add it to a Custom GPT / Gem configuration.
Curated from @exploraX_ · Part of the AI Tools & Productivity series.