lat-md
$
npx mdskill add vercel-labs/vercel-openclaw/lat-mdDrafts precise lat.md architecture documentation.
- Creates structured markdown defining project design and test specs.
- Enforces strict paragraph length limits for search visibility.
- Excludes code walkthroughs and auto-generated content.
- Generates concise identity paragraphs for RAG systems.
SKILL.md
.github/skills/lat-mdView on GitHub ↗
---
name: lat-md
description: >-
Writing and maintaining lat.md documentation files — structured markdown that
describes a project's architecture, design decisions, and test specs. Use when
creating, editing, or reviewing files in the lat.md/ directory.
---
# lat.md Authoring Guide
This skill covers the syntax, structure rules, and conventions for writing `lat.md/` files. Load it whenever you need to create or edit sections in the `lat.md/` directory.
## What belongs in lat.md
`lat.md/` files describe **what** the project does and **why** — domain concepts, key design decisions, business logic, and test specifications. They do NOT duplicate source code. Think of each section as an anchor that source code references back to.
Good candidates for sections:
- Architecture decisions and their rationale
- Domain concepts and business rules
- API contracts and protocols
- Test specifications (what is tested and why)
- Non-obvious constraints or invariants
Bad candidates:
- Step-by-step code walkthroughs (the code itself is the walkthrough)
- Auto-generated API docs (use tools for that)
- Temporary notes or TODOs
## Section structure
Every section **must** have a leading paragraph — at least one sentence immediately after the heading, before any child headings or other block content.
The first paragraph must be ≤250 characters (excluding `[[wiki link]]` content). This paragraph is the section's identity — it appears in search results, command output, and RAG context.
```markdown
# Good Section
Brief overview of what this section documents and why it matters.
More detail can go in subsequent paragraphs, code blocks, or lists.
## Child heading
Details about this child topic.
```
```markdown
# Bad Section
## Child heading
This is invalid — "Bad Section" has no leading paragraph.
```
`lat check` enforces this rule.
## Section IDs
Sections are addressed by file path and heading chain:
- **Full form**: `lat.md/path/to/file#Heading#SubHeading`
- **Short form**: `file#Heading#SubHeading` (when the file stem is unique)
Examples: `lat.md/tests/search#RAG Replay Tests`, `cli#init`, `parser#Wiki Links`.
## Wiki links
Cross-reference other sections or source code with `[[target]]` or `[[target|alias]]`.
### Section links
```markdown
See [[cli#init]] for setup details.
The parser validates [[parser#Wiki Links|wiki link syntax]].
```
### Source code links
Reference functions, classes, constants, and methods in source files:
```markdown
[[src/config.ts#getConfigDir]] — function
[[src/server.ts#App#listen]] — class method
[[lib/utils.py#parse_args]] — Python function
[[src/lib.rs#Greeter#greet]] — Rust impl method
[[src/app.go#Greeter#Greet]] — Go method
[[src/app.h#Greeter]] — C struct
```
`lat check` validates that all targets exist.
## Code refs
Tie source code back to `lat.md/` sections with `@lat:` comments:
```typescript
// @lat: [[cli#init]]
export function init() { ... }
```
```python
# @lat: [[cli#init]]
def init():
...
```
Supported comment styles: `//` (JS/TS/Rust/Go/C) and `#` (Python).
Place one `@lat:` comment per section, at the relevant code — not at the top of the file.
## Test specs
Describe tests as sections in `lat.md/` files. Add frontmatter to require that every leaf section has a matching `@lat:` comment in test code:
```markdown
---
lat:
require-code-mention: true
---
# Tests
Authentication test specifications.
## User login
Verify credential validation and error handling.
### Rejects expired tokens
Tokens past their expiry timestamp are rejected with 401, even if otherwise valid.
### Handles missing password
Login request without a password field returns 400 with a descriptive error.
```
Each test references its spec:
```python
# @lat: [[tests#User login#Rejects expired tokens]]
def test_rejects_expired_tokens():
...
```
Rules:
- Every leaf section under `require-code-mention: true` must be referenced by exactly one `@lat:` comment
- Every section MUST have a description — at least one sentence explaining what the test verifies and why
- `lat check` flags unreferenced specs and dangling code refs
## Frontmatter
Optional YAML frontmatter at the top of `lat.md/` files:
```yaml
---
lat:
require-code-mention: true
---
```
Currently the only supported field is `require-code-mention` for test spec enforcement.
## Validation
Always run `lat check` after editing `lat.md/` files. It validates:
- All wiki links point to existing sections or source code symbols
- All `@lat:` code refs point to existing sections
- Every section has a leading paragraph (≤250 chars)
- All `require-code-mention` leaf sections are referenced in code
More from vercel-labs/vercel-openclaw
- admin-ui-debugAdmin UI and operator surface debugging for vercel-openclaw: command shell design, admin actions, request core, status panels, launch verification UI, channel readiness UI, and local read-only production-data workflows. Use when the root admin UI, controls, visual state, or operator copy is wrong.
- auth-store-debugAuth and store debugging for vercel-openclaw: admin-secret mode, Sign in with Vercel, session cookies, CSRF, LOCAL_READ_ONLY, Redis vs memory store, keyspace namespacing, and metadata shape migrations. Use when login, route authorization, Redis persistence, or metadata state is suspect.
- channel-debug-coreChannel webhook triage for vercel-openclaw Slack/Telegram/Discord/WhatsApp issues: prove deployment state, collect admin readiness endpoints, build evidence-first handoff before fixes.
- channel-forward-parityWebhook route parity audit for channel delivery changes: ensure terminal paths log, record lastForward, classify failures, and refresh stale sandbox port URLs.
- cron-watchdog-debugCron and watchdog debugging for vercel-openclaw: Vercel Cron auth, persisted OpenClaw jobs, cron wake keys, token refresh, restore oracle, hot spare, and watchdog reports. Use when scheduled OpenClaw jobs fail to wake or run, watchdog status is wrong, cron persistence is suspect, or /api/cron/watchdog behavior changes.
- discord-deliveryDiscord channel specialist workflow: debug interaction webhooks, Ed25519 signatures, deferred replies, workflow forwarding to /discord-webhook, integration reconcile, and token expiry.
- firewall-ai-gateway-debugFirewall and Vercel AI Gateway debugging for vercel-openclaw: network policy allowlists, OIDC token refresh, AI Gateway transform rules, firewall learning/enforcement, and sandbox.update networkPolicy calls. Use when model calls, egress, token refresh, or firewall policy application fails.
- gateway-proxy-debugGateway and proxy debugging for vercel-openclaw: /gateway routing, HTML injection, WebSocket rewrite, gateway-token handoff, waiting page, status heartbeat, sandbox port URL cache, and proxy auth. Use when the OpenClaw UI, WebSockets, gateway proxying, or waiting-page flow breaks.
- launch-verify-debugLaunch verification and remote smoke debugging for vercel-openclaw: preflight, queue ping, ensureRunning, chatCompletions, wakeFromSleep, restorePrepared, channelReadiness, NDJSON progress, and vclaw create readiness. Use when launch verification, vclaw create validation, or remote smoke checks fail.
- openclaw-bootstrap-debugOpenClaw bootstrap, bundle, config, and restore-asset debugging for vercel-openclaw: openclaw.bundle sidecars, plugin discovery, channel catalog, restart scripts, config hashes, dynamic resume files, and fast restore. Use when setup, gateway boot, plugin loading, or bundle-sidecar compatibility fails.