Agent Skill
2/7/2026

learn

Continuous learning system that extracts reusable knowledge from work sessions. Triggers: (1) /learn command to review session learnings, (2) "save this as a skill" or "extract a skill from this", (3) "what did we learn?", (4) After any task involving non-obvious debugging, workarounds, or trial-and-error discovery. Creates new Claude Code skills when valuable, reusable knowledge is identified.

U
udecode
1136GitHub Stars
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npx skills add udecode/dotai

SKILL.md

Namelearn
DescriptionContinuous learning system that extracts reusable knowledge from work sessions. Triggers: (1) /learn command to review session learnings, (2) "save this as a skill" or "extract a skill from this", (3) "what did we learn?", (4) After any task involving non-obvious debugging, workarounds, or trial-and-error discovery. Creates new Claude Code skills when valuable, reusable knowledge is identified.

dotai

Install

New .claude/settings.json file

npx shadcn@latest add https://raw.githubusercontent.com/udecode/dotai/main/registry/all.json

Existing .claude/settings.json file

Dotai:

/plugin marketplace add https://github.com/udecode/dotai
/plugin install dotai notification debug test dig codex

Claude Plugins Official:

/plugin install ralph-loop@@claude-plugins-official
/plugin install frontend-design@@claude-plugins-official

Compound Engineering:

/plugin marketplace add https://github.com/kieranklaassen/compound-engineering-plugin
/plugin install compound-engineering

Components

ComponentCount
Plugins7
Commands5
Skills3

Plugins

PluginDescription
dotaiDevelopment toolkit - docs and planning
debugFour-phase debugging framework
testTDD workflow - red-green-refactor
digClone and explore library source
notificationmacOS notifications
mediaAuto-play/pause media
codexMCP servers for Codex

Commands

Documentation

CommandDescription
/dotai:create-app-designGenerate app design documentation
/dotai:update-app-designUpdate existing app design docs
/dotai:create-tech-stackGenerate tech stack documentation
/dotai:update-tech-stackUpdate existing tech stack docs
/dotai:installInstall plugin files

Skills

Skills are auto-invoked based on context.

Debugging

SkillPluginDescription
debugdebugFour-phase debugging process with built-in deep-stack tracing

Testing

SkillPluginDescription
tddtestTest-driven development - write test first, watch fail, make pass

Research

SkillPluginDescription
digdigClone and explore library source to answer API questions

Prompt System

Dynamic prompt injection via .claude/prompt.yml:

HookDescription
beforeStartChecklist before Claude responds
beforeCompleteVerification items before claiming completion
afterCompactContext recovery after compaction

Example configuration:

beforeStart:
  - tag: SKILL-ANALYSIS
    header: 🎯 Skill Check
    todos:
      - "List available skills, invoke applicable ones"

beforeComplete:
  - tag: VERIFICATION
    header: 🔒 Verify
    todos:
      - "Typecheck: bun typecheck"
      - "Lint: bun lint:fix"

Compound Engineering

Workflow Commands

CommandDescription
/workflows:lfgFull autonomous workflow (plan → work → review → test browser → video)
/workflows:brainstormExplore requirements before planning
/workflows:planCreate implementation plans
/workflows:reviewRun comprehensive code reviews
/workflows:workExecute work items systematically
/workflows:compoundDocument solved problems

Agents (27)

  • Review (14): agent-native-reviewer, architecture-strategist, code-simplicity-reviewer, data-integrity-guardian, deployment-verification-agent, dhh-rails-reviewer, kieran-rails-reviewer, kieran-python-reviewer, kieran-typescript-reviewer, pattern-recognition-specialist, performance-oracle, security-sentinel, julik-frontend-races-reviewer, data-migration-expert
  • Research (4): best-practices-researcher, framework-docs-researcher, git-history-analyzer, repo-research-analyst
  • Design (3): design-implementation-reviewer, design-iterator, figma-design-sync
  • Workflow (5): bug-reproduction-validator, every-style-editor, lint, pr-comment-resolver, spec-flow-analyzer
  • Docs (1): ankane-readme-writer

Skills (14)

agent-native-architecture, andrew-kane-gem-writer, compound-docs, create-agent-skills, dhh-rails-style, dspy-ruby, frontend-design, skill-creator, every-style-editor, file-todos, git-worktree, rclone, agent-browser, gemini-imagegen

MCP Server

context7 - Framework documentation lookup (Rails, React, Next.js, Vue, Django, Laravel, etc.)

Development

See CONTRIBUTING.md.

License

MIT

Skills Info
Original Name:learnAuthor:udecode