learn
Skill2 starsChanged 9 months agoMITView on GitHub
Use when implementing a feature and want to understand the code as it's built - during onboarding, teaching, or learning a new pattern.
195 other projects use a version of this.
Adopted by
Most recently taken up by
- Doist/todoist-aitheir own version, first seen Nov 9, 2026
- Doist/todoist-clitheir own version, first seen Nov 8, 2026
- HughYau/AcademicForgetheir own version, first seen Nov 8, 2026
- dimsedra/skillstheir own version, first seen Nov 8, 2026
- rajanrx/skillstheir own version, first seen Nov 8, 2026
- edwinidrus/dragonhoardtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use add-anydoc, add-clidash and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
TomGranotSkilladd-anydoc
Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when agents need to read attached Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV, or text-based PDF files without uploading them to a hosted parser.
Also in 5 projects that use this
TomGranotSkilladd-clidash
Add clidash — a zero-dependency, read-only web dashboard that derives its tabs and tables at runtime from any CLI that lists resources as JSON. Ships pre-wired for NanoClaw's ncl CLI (agent groups, sessions, channels, users, roles), plus message-activity charts, a log tail, and a read-only file viewer for group skills/CLAUDE.md/profiles.
Also in 5 projects that use this
seek888Skillopen-gstack-browser
Launch GStack Browser — AI-controlled Chromium with the sidebar extension baked in. Opens a visible browser window where you can watch every action in real time. The sidebar shows a live activity feed and chat. Anti-bot stealth built in. Use when asked to "open gstack browser", "launch browser", "connect chrome", "open chrome", "real browser", "launch chrome", "side panel", or "control my browser". Voice triggers (speech-to-text aliases): "show me the browser".
Also in 11 projects that use this
Saqlain-811Skillios-sync
Regenerate the iOS debug bridge against the latest upstream gstack templates. (gstack)
Also in 6 projects that use this
MicrosoftSkilladd-codex
Use Codex (CLI + AppServer) as the full agent provider — planning, tool orchestration, native compaction, MCP tools, session resume — in place of the Claude Agent SDK. ChatGPT subscription or OPENAI_API_KEY. Per-group via agent_provider. Distinct from using OpenAI as an MCP tool (where Claude remains the planner).
Also in 6 projects that use this
MicrosoftSkilladd-deltachat
Add DeltaChat channel integration via @deltachat/stdio-rpc-server. Native adapter — no Chat SDK bridge. Email-based messaging with end-to-end encryption.
Also in 6 projects that use this
- +5 more from TomGranot
- +1 more from microsoft
Other versions195 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 195
- garrytan/gstack★ 141ksame name
- rohitg00/ai-engineering-from-scratch★ 78ksame name
- gavrielc/nanoclaw★ 31ksame name
- nanocoai/nanoclaw★ 31ksame name
- qwibitai/nanoclaw★ 31ksame name
- tigerless-labs/autoharness★ 11ksame name
- tw93/claude-health★ 7.5ksame name
- tw93/Waza★ 7.5ksame name
- nykooi1/vibe-wise★ 3.5ksame name
- HughYau/AcademicForge★ 2.6ksame name
185 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository22 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- auditSkill
- brainstormSkill
- checkpointSkill
- codereviewSkill
- commitSkill
- debugSkill
- estimateSkill
- finishSkill
- healthSkill
- lintSkill
- migrate-architectureSkill
- migrate-frameworkSkill
- onboardSkill
- planSkill
- recallSkill
- rememberSkill
- tddSkill
- tutorialSkill
- verifySkill
- worktreeSkill
- write-skillSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 5 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 170 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 29
Before writing any code, explain:
- Distinctive: line 111
When using a pattern, explain it:
- Distinctive: line 177
Use analogies for complex concepts
- Distinctive: line 187
Use jargon without defining it
- Distinctive: line 256
Never skip the "why": - Every piece needs justification
“Common” is measured: kept by at least 6 in 10 of the 170 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/learn - Learning Mode Implementation
Implement features while explaining concepts, patterns, and decisions along the way.
Target: $ARGUMENTS
What Makes This Different
Normal Implementation:
"Here's the code" → Done
Learning Mode:
"Here's WHY we do this" → "Here's HOW it works" → "Here's the code" → DoneWorkflow
Step 1: Context Setting
Before writing any code, explain:
## What We're Building
[Feature name] is a [type of thing] that [what it does].
**Why it matters:**
[Business/technical reason]
**Where it fits:**
[Location in architecture]
**Concepts you'll learn:**
- Concept 1
- Concept 2
- Concept 3Step 2: Architecture Explanation
## Architecture Deep Dive
In this codebase, we follow [pattern name].
┌─────────────┐ │ Component │ ← UI layer, handles display └─────┬───────┘ │ uses ┌─────▼───────┐ │ Hook │ ← Logic layer, manages state └─────┬───────┘ │ calls ┌─────▼───────┐ │ Service │ ← Data layer, API calls └─────────────┘
**Why this pattern?**
[Explanation of benefits]Step 3: Incremental Implementation with Teaching
For each piece of code:
## Step N: [What we're doing]
**The concept:**
[Explain the pattern/concept being used]
**Why this approach:**
[Explain the decision]
**The code:**
```typescript
// This creates a [thing] that [does what]
// We use [pattern] because [reason]
export const myFunction = () => {
// First, we [action] to [achieve goal]
const result = doSomething();
// Then we [action] because [reason]
return transform(result);
};What just happened:
- We created [thing]
- It does [action]
- This enables [capability]
Try it yourself:
- What would happen if we [changed X]?
- How would you add [feature Y]?
### Step 4: Common Patterns
When using a pattern, explain it:
```markdown
## Pattern: [Pattern Name]
**What it is:**
[One sentence explanation]
**When to use it:**
- Situation 1
- Situation 2
**Example in our code:**
```typescript
// Here's how we apply [pattern]
const example = ...;Alternatives considered:
- [Alternative] - didn't use because [reason]
### Step 5: Gotchas and Best Practices
```markdown
## Watch Out For
**Common mistake #1:**
```typescript
// ❌ Don't do this
const bad = wrongApproach();
// ✓ Do this instead
const good = correctApproach();Why: [Explanation]
Common mistake #2: [...]
### Step 6: Summary and Next Steps
```markdown
## What You Learned
1. **[Concept 1]:** [Brief explanation]
2. **[Concept 2]:** [Brief explanation]
3. **[Concept 3]:** [Brief explanation]
## Practice Exercises
1. Try adding [feature] using the same pattern
2. What would you change if [scenario]?
3. How does this connect to [related concept]?
## Further Reading
- [Link or reference 1]
- [Link or reference 2]Teaching Style Guidelines
Do:
- Explain WHY before HOW
- Use analogies for complex concepts
- Show wrong approaches and why they're wrong
- Build complexity incrementally
- Ask thought-provoking questions
- Connect to broader patterns
Don't:
- Dump code without explanation
- Assume prior knowledge
- Skip over "obvious" concepts
- Use jargon without defining it
- Rush through complex topics
Output Format
──── /learn ────
Topic: [feature name]
## Concepts Covered
1. [Concept]
2. [Concept]
3. [Concept]
## Implementation
[Code with inline teaching]
## Key Takeaways
- [Takeaway 1]
- [Takeaway 2]
## Practice
- [Exercise 1]
- [Exercise 2]Example Session
──── /learn ────
Topic: Creating a User Service
## What We're Building
A UserService that fetches user data from an API and handles
loading states, errors, and caching.
**Concepts you'll learn:**
- Service layer pattern
- TypeScript generics
- Error handling strategies
## Let's Start
### Step 1: The Types
Before any logic, we define our types. This is called
"types-first development" - we describe the shape of our
data before we write code that uses it.
```typescript
// Why interface over type?
// Interfaces are better for object shapes because they:
// 1. Have better error messages
// 2. Can be extended
// 3. Are more familiar to OOP developers
interface User {
id: string;
name: string;
email: string;
}[... continues with teaching ...]
## Rules
1. **Never skip the "why"** - Every piece needs justification
2. **Build incrementally** - Complex → Simple steps
3. **Use visuals** - Diagrams help understanding
4. **Ask questions** - Engage the learner
5. **Connect concepts** - Show the bigger pictureDoes it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

