Agent skill · writing content · aiskillstore
micro-skill-creator
Rapidly creates atomic, focused skills optimized with evidence-based prompting, specialist agents, and systematic testing. Each micro-skill does one thing exceptionally well using self-consistency, program-of-thought, and plan-and-solve patterns. Enhanced with agent-creator principles and functionality-audit validation. Perfect for building composable workflow components.
Why this skill is useful
Adds a structured framework for creating modular micro-skills with evidence-based prompting and systematic testing, enhancing the AI's ability to generate specialized agents.
What it needs
About 5k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Micro-Skill Creator (Enhanced) Overview Creates small, focused skills that each spawn a specialist agent optimized for a specific task using evidence-based prompting techniques. This enhanced version integrates agent-creator principles, prompt-architect patterns, and systematic testing from functionality-audit. Philosophy: Atomic Excellence Unix Philosophy for AI: Do one thing and do it well, with clean interfaces for composition. Evidence-Based Agents: Every micro-skill spawns a specialist agent using research-validated techniques: Self-consistency for factual tasks Program-of-thought for analytical tasks Plan-and-solve for complex tasks Neural training integration for continuous improvement Key Principles: 1. Single responsibility per skill 2. Specialist agent per domain 3. Clean input/output contracts 4. Systematic validation 5. Composability first When to Create Micro-Skills ✅ Perfect For: Tasks you perform repeatedly Operations needing specialist expertise Building blocks for cascades Capabilities for slash commands Domain-specific workflows ❌ Don't Use For: One-off exploratory tasks Tasks too simple for specialization Better handled by external tools Enhanced Creation Workflow Step 1: Define Single Responsibility State in ONE sentence what this skill does: "Extract structured data from unstructured documents" "Validate API responses against OpenAPI schemas" "Refactor code to use dependency injection patterns" Trigger Pattern: Define keywords for Claude Code discovery. Step 2: Design Specialist Agent (Enhanced) Using agent-creator + prompt-architect principles: A. Identity & Expertise B. Evidence-Based Methodology For Factual Tasks (Self-Consistency): For Analytical Tasks (Program-of-Thought): For Complex Tasks (Plan-and-Solve): C. Output Specification Precise format enables reliable composition: D. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/micro-skill-creator