Pattern Recognition

Pattern Recognition is an AI Engineering skill for Claude Code, published by VAMFI in claude-user-memory.

206 stars32 forkson VAMFI/claude-user-memoryAdded 2026/09/05Repository updated 2025/11/23

agent-orchestrationai-agentsai-coding-assistantautonomous-agentsclaude-aiclaude-codedeveloper-toolsmulti-agent-systemresearch-driven-developmenttddworkflow-automation

Install in seconds

Install Pattern Recognition

Copy Pattern Recognition into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/VAMFI/claude-user-memory/tree/main/.claude/skills/pattern-recognition ~/.claude/skills/pattern-recognition

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/VAMFI/claude-user-memory.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .claude/skills/pattern-recognition/skill.md in VAMFI/claude-user-memory
Installs to: ~/.claude/skills/pattern-recognition
Collection: One of 5 skills cataloged from this repository
Category: AI Engineering — 3101 skills

What Pattern Recognition does

Pattern Recognition identifies reusable implementation patterns after successful work and records them in the knowledge core. Use it to preserve decisions, capture proven structures, and suggest past patterns before similar tasks.

Pattern Recognition is cataloged under AI Engineering on DirSkills. Pattern Recognition comes from a repository tagged agent-orchestration, ai-agents, ai-coding-assistant, autonomous-agents and claude-ai.

Documentation

README

Excerpt

Pattern Recognition Skill

This skill provides systematic methodology for identifying reusable patterns from completed work and automatically updating the knowledge core to preserve institutional knowledge across sessions.

When Claude Should Use This Skill

Claude will automatically invoke this skill when:

Implementation successfully completed (tests passing)
@code-implementer finishes major feature work
Chief-architect synthesizes results from multiple agents
User explicitly requests pattern documentation
Stop hook triggers (end of session)

This is the opening of the README. Read the full README on GitHub.

Commands Pattern Recognition provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/workflow
/implement

Frequently asked about Pattern Recognition

What else does VAMFI publish alongside Pattern Recognition?
Pattern Recognition is one of 5 skills that DirSkills catalogs from VAMFI/claude-user-memory, the repository it ships in. Its siblings there include Context Engineering, Planning Methodology and Quality Validation. Each one is a separate skill with its own page in this directory, installs the same way Pattern Recognition does, and is maintained by VAMFI in that same repository. The rest of the collection is listed on the VAMFI/claude-user-memory page.
How does Pattern Recognition compare to other AI Engineering skills?
Pattern Recognition ranks #2788 by stars among the 3101 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Pattern Recognition against them. Open each page to compare what they document and how they install.