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.
SKILL.md
| Name | learn |
| Description | 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. |
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
| Component | Count |
|---|---|
| Plugins | 7 |
| Commands | 5 |
| Skills | 3 |
Plugins
| Plugin | Description |
|---|---|
dotai | Development toolkit - docs and planning |
debug | Four-phase debugging framework |
test | TDD workflow - red-green-refactor |
dig | Clone and explore library source |
notification | macOS notifications |
media | Auto-play/pause media |
codex | MCP servers for Codex |
Commands
Documentation
| Command | Description |
|---|---|
/dotai:create-app-design | Generate app design documentation |
/dotai:update-app-design | Update existing app design docs |
/dotai:create-tech-stack | Generate tech stack documentation |
/dotai:update-tech-stack | Update existing tech stack docs |
/dotai:install | Install plugin files |
Skills
Skills are auto-invoked based on context.
Debugging
| Skill | Plugin | Description |
|---|---|---|
debug | debug | Four-phase debugging process with built-in deep-stack tracing |
Testing
| Skill | Plugin | Description |
|---|---|---|
tdd | test | Test-driven development - write test first, watch fail, make pass |
Research
| Skill | Plugin | Description |
|---|---|---|
dig | dig | Clone and explore library source to answer API questions |
Prompt System
Dynamic prompt injection via .claude/prompt.yml:
| Hook | Description |
|---|---|
beforeStart | Checklist before Claude responds |
beforeComplete | Verification items before claiming completion |
afterCompact | Context 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
| Command | Description |
|---|---|
/workflows:lfg | Full autonomous workflow (plan → work → review → test browser → video) |
/workflows:brainstorm | Explore requirements before planning |
/workflows:plan | Create implementation plans |
/workflows:review | Run comprehensive code reviews |
/workflows:work | Execute work items systematically |
/workflows:compound | Document 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