documentation
In-code documentation, folder READMEs, code comments. Use when: "document this", "add JSDoc", "write a README", "explain this code", or writing README.md/JSDoc.
Works with
---
name: documentation
description: In-code documentation, folder READMEs, code comments. Use when: "document this", "add JSDoc", "write a README", "explain this code", or writing README.md/JSDoc.
license: MIT
---
# Documentation
Follow [writing-voice](../writing-voice/SKILL.md) for tone. For architecture walkthroughs, folder mental models, or newcomer explanations, lead with the owner, boundary, or flow; ground the model in code and name the likely misconception when it helps.
Documentation explains **why**, not **what**. Users can read code to see what it does. They need you to explain the reasoning.
## Folder READMEs
Primary job: explain **why** this folder exists and the mental model.
Open with the useful model: what this folder owns, why it exists, and what boundary future edits should preserve.
### Can Include
- ASCII art diagrams for complex relationships
- Overview of key exports or entry points
- Brief file descriptions IF they add context beyond the filename
- Relationships to other folders
### Avoid
- Exhaustive file listings that just duplicate `ls`
- Descriptions that repeat the filename ("auth.ts - authentication")
- Implementation details better expressed in code
### Good
````markdown
# Converters
Transform field schemas into format-specific representations.
```
┌─────────────┐ ┌──────────────┐
│ Field Schema│────▶│ to-arktype │────▶ Runtime validation
└─────────────┘ ├──────────────┤
│ to-drizzle │────▶ SQLite columns
└──────────────┘
```
Field schemas are pure JSON Schema objects with `x-component` hints. Each converter takes the same input and produces output for a specific consumer.
````
### Bad
```markdown
# Converters
- `to-arktype.ts` - Converts to ArkType
- `to-drizzle.ts` - Converts to Drizzle
- `index.ts` - Exports
```
The bad example just lists files without explaining the pattern or when to add new converters.
## JSDoc Comments
JSDoc explains **when and why** to use something, not just what it does.
### Good
````typescript
/**
* Get all table helpers as an array.
*
* Useful for providers and indexes that need to iterate over all tables.
* Returns only the table helpers, excluding utility methods like `clearAll`.
*
* @example
* ```typescript
* for (const table of tables.defined()) {
* console.log(table.name, table.count());
* }
* ```
*/
defined() { ... }
````
### Bad
```typescript
/** Returns all table helpers as an array. */
defined() { ... }
```
### Rules
- Include `@example` blocks with realistic usage
- Explain WHEN to use it, not just WHAT it does
- Document non-obvious behavior or edge cases
- Public APIs get detailed docs; internal helpers can be minimal
## Code Comments
Comments explain **why**, not **what**.
### Good
```typescript
// Y.Doc clientIDs are random 32-bit integers, so we can't rely on ordering.
// Use timestamps from the entries themselves for deterministic sorting.
const sorted = entries.sort((a, b) => a.timestamp - b.timestamp);
```
### Bad
```typescript
// Sort the entries
const sorted = entries.sort((a, b) => a.timestamp - b.timestamp);
```
### Rules
- If the code is clear, don't comment it
- Comment the "why" when it's not obvious
- Comment workarounds with links to issues/docs
- Delete commented-out code; that's what git is forMore Writing & Documentation skills
paper-context-resolver
lllllllama/rigorpilot-skills
Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacing README guidance by default.
repo-intake-and-plan
lllllllama/rigorpilot-skills
Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract documented commands, classify inference, evaluation, and training candidates, and return the smallest trustworthy reproduction plan to the main orchestrator. Do not use for environment setup, asset download, command execution, final reporting, paper lookup, or end-to-end orchestration.
minimal-run-and-audit
lllllllama/rigorpilot-skills
Rigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, hidden scientific-meaning changes, or end-to-end orchestration by itself.

