xiaohongshu
xiaohongshu
llm-doc-writer
Write token-efficient documentation for LLM context. Use when creating CLAUDE.md, README, technical docs, agent instructions, or any documentation consumed by AI assistants.
Full skill instructions
| Principle | Rule |
|---|---|
| Density | Max info, min tokens |
| Format | Tables > prose, bullets > paragraphs |
| No fluff | Ban filler words (see list below) |
| Show don't tell | Code examples > explanations |
| Progressive disclosure | TOC + separate files for details |
# Filler words - NEVER use
simplement, il suffit de, en fait, basically, just, simply,
it's important to note, as mentioned, obviously, of course,
please note that, keep in mind, remember that
# Redundant structures - NEVER use
"This file contains..." (obvious from filename)
"In this section we will..." (just do it)
"The following example shows..." (just show it)
# BAD - 45 tokens
The system supports three modes: development mode which
enables hot reload, production mode which optimizes for
performance, and test mode which mocks external services.
# GOOD - 20 tokens
| Mode | Behavior |
|------|----------|
| dev | Hot reload |
| prod | Optimized |
| test | Mocked services |
# BAD - Narrative
To run the project, first ensure Node.js is installed,
then install dependencies with npm install, and finally
start the dev server with npm run dev.
# GOOD - Scannable
## Run
1. Requires: Node.js 18+
2. `npm install`
3. `npm run dev`
# BAD - Explaining
To create a new user, call the createUser function
with an object containing name and email properties.
# GOOD - Showing
```ts
createUser({ name: "Jo", email: "[email protected]" })
## Structure Template
For CLAUDE.md / agent docs:
```markdown
# Project Name
## Stack
- Frontend: React/Vite
- Backend: FastAPI
- DB: PostgreSQL
## Commands
| Action | Command |
|--------|---------|
| Dev | `npm run dev` |
| Test | `npm test` |
| Build | `npm run build` |
## Architecture
[Brief description, link to detailed docs if needed]
## Conventions
- [Rule 1]
- [Rule 2]
For long docs (>200 lines):
# Main Doc
## Quick Reference
[Essential info here]
## Details
See [ARCHITECTURE.md](ARCHITECTURE.md)
See [API.md](API.md)
Before finalizing, verify:
See patterns.md for before/after examples.
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