Can I use this skill to find bugs?

While not a bug tracker, it is excellent for identifying 'anti-patterns'—recurring structural mistakes or workflow bottlenecks that consistently lead to failures or rework.

What is the difference between patterns and the codify skill?

The patterns skill is for identifying, validating, and documenting 'what' a pattern is. The codify skill is used for the actual implementation of those patterns into reusable components.

What types of patterns can this skill identify?

It classifies patterns into four categories: Workflows (ordered steps), Orchestration (multi-component coordination), Heuristics (context-sensitive decisions), and Anti-patterns (common mistakes).

Why does the skill require three instances before codifying?

The 3+ instance threshold ensures that you are identifying a genuine recurring pattern rather than a one-off occurrence, preventing premature abstraction and unnecessary overhead.

Pattern Identification & Analysis

Name: Pattern Identification & Analysis
Author: outfitter-dev

byoutfitter-dev

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생산성 및 워크플로

Analyzes workflows and data to identify, classify, and document recurring patterns and anti-patterns for structured codification.

The Pattern Identification skill for Claude Code enables a systematic approach to capturing institutional knowledge and architectural consistency. By monitoring signals across codebases, conversations, and data, it helps users transition from ad-hoc observations to validated, documented patterns. It utilizes a rigorous evidence-based framework, requiring at least three instances across multiple contexts before formalizing a pattern, which prevents premature abstraction. This skill is essential for teams looking to extract successful workflows, identify recurring anti-patterns, and build robust decision frameworks from their daily development activities.

주요 기능

0118 GitHub stars

02Multi-tier classification for workflows, orchestrations, and heuristics

03Progressive formalization from initial observation to full documentation

04Signal identification from code, data, and user feedback

05Evidence-based validation requiring 3+ instances for codification

06Integration with implementation tools for turning patterns into code

사용 사례

01Extracting standardized workflows from successful project completions

02Building heuristic decision frameworks from repeated success signals

03Identifying recurring anti-patterns to reduce technical debt and rework

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add outfitter-dev/agents patterns

For use in Claude.ai and ChatGPT

Download Skill