What does it mean to 'codify' a pattern in Claude Code?

Codifying involves taking a manual process or decision-making logic you've used in a chat and turning it into a formal, reusable component like a Skill or Command that Claude can execute later.

How does Codify decide between a Skill and an Agent?

Codify uses a decision tree: multi-step processes with tool restrictions usually become Skills, while long-running, autonomous tasks are mapped to Agents.

What is the SRVDS quality criteria?

It stands for Specific, Repeatable, Valuable, Documented, and Scoped. Codify requires a pattern to pass all five checks to ensure the resulting automation is high-quality and maintainable.

Can Codify help with existing codebases?

Yes, when combined with the patterns skill, Codify can scan your codebase for repeated logic and suggest ways to turn those patterns into automated Claude tools.

Codify

Name: Codify
Author: outfitter-dev

byoutfitter-dev

•

Productivity & Workflow

Transforms recurring manual workflows and patterns into reusable Claude Code skills, commands, hooks, and agents.

Codify is a specialized meta-skill for Claude Code designed to bridge the gap between recognizing a repeated task and automating it. It analyzes conversation history or specific developer workflows to identify recurring patterns, classifies them as workflows, orchestrations, or heuristics, and then maps them to the ideal implementation component. By enforcing the SRVDS (Specific, Repeatable, Valuable, Documented, Scoped) quality framework, Codify ensures that only high-impact logic is abstracted, preventing premature automation while providing a standardized YAML specification for every new capability created.

Key Features

01Classification of logic into Workflows, Orchestrations, and Heuristics

02Standardized YAML pattern specification generation

03SRVDS quality validation to ensure meaningful automation

04Automatic mapping of patterns to Skills, Commands, Hooks, or Agents

0518 GitHub stars

06Integration with codebase-recon and patterns skills for deep analysis

Use Cases

01Converting a multi-step manual debugging and verification sequence into a reusable Skill

02Turning tool-heavy coordination tasks into an autonomous Agent

03Implementing reactive project rules as Hooks to maintain code quality automatically

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add outfitter-dev/agents codify

For use in Claude.ai and ChatGPT

Download Skill