AutoSkill

by ECNU-ICALK

AutoSkill is an AI Engineering skill for Claude Code, published by ECNU-ICALK in AutoSkill.

564 stars53 forkson ECNU-ICALK/AutoSkillAdded 2026/08/25+1% in starsRepository updated 2026/05/10

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agent-skillscontinual-learningexperience-driven-lifelong-learningself-evolving

Install in seconds

Install AutoSkill

Copy AutoSkill 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/ECNU-ICALK/AutoSkill/tree/main/skills/autoskill ~/.claude/skills/autoskill

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/ECNU-ICALK/AutoSkill.git

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

In this catalog

Source file: skills/autoskill/SKILL.md in ECNU-ICALK/AutoSkill
Installs to: ~/.claude/skills/autoskill
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What AutoSkill does

AutoSkill manages local SKILL.md files as a lightweight memory system. It scans for reusable personal, team, or workspace patterns, drafts updates, and helps merge or create skills after approval.

AutoSkill is cataloged under AI Engineering on DirSkills. AutoSkill comes from a repository tagged agent-skills, continual-learning, experience-driven-lifelong-learning and self-evolving.

Documentation

README

Excerpt

Maintain the user's personal local skill files as a lightweight self-improving memory system. The default goal is not to produce marketplace-ready generic skills; it is to preserve reusable behavior that helps this user, this team, or this workspace in future sessions. A good candidate may encode personal workflow preferences, project conventions, style contracts, tool choices, or review gates that would not be useful to other users, as long as it is reusable for the intended owner and approved.

This skill does not depend on project-specific code, servers, vector stores, databases, or storage layouts. It operates only on ordinary local skill folders:

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

Commands AutoSkill provides

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

/diff

Frequently asked about AutoSkill

What else does ECNU-ICALK publish alongside AutoSkill?
AutoSkill is one of 25 skills that DirSkills catalogs from ECNU-ICALK/AutoSkill, the repository it ships in. Its siblings there include Anthropic Brand Styling, Artifacts Builder and Canvas Design. Each one is a separate skill with its own page in this directory, installs the same way AutoSkill does, and is maintained by ECNU-ICALK in that same repository. The rest of the collection is listed on the ECNU-ICALK/AutoSkill page.
How does AutoSkill compare to other AI Engineering skills?
AutoSkill ranks #2017 by stars among the 2451 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 AutoSkill against them. Open each page to compare what they document and how they install.