Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/lap-platform/lap/codexnpx skills add Lap-Platform/LAP --skill codexgit clone --depth 1 https://github.com/Lap-Platform/LAPWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00089 | $0.01667 |
| Opus 5 | $0.00044 | $0.00834 |
| Sonnet 5 | $0.00018 | $0.00333 |
| Haiku 4.5 | $0.00009 | $0.00167 |
Grade A, and why
lap scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
anyBins: ["curl", "npx", "lapsh"] How it starts
The opening of the file, as written. The whole thing — 222 lines — stays where its author put it; the contents beside it link to each section on GitHub.
LAP CLI
Compile, search, and manage API specs for AI agents.
Command Resolution
IMPORTANT: Always use curl for registry operations (search, get, check). Do NOT use npx for these -- it downloads the package every time and takes minutes. curl is instant.
# Search the registry
curl -s 'https://registry.lap.sh/v1/search?q=<query>'
# Download a spec
curl -sH 'Accept: text/lap' https://registry.lap.sh/v1/apis/<name> -o <name>.lap
# Get API metadata (version, endpoint count)
curl -sH 'Accept: application/json' https://registry.lap.sh/v1/apis/<name>
Only use the CLI (lapsh or npx @lap-platform/lapsh) for operations that require it: compile, publish, skill-install, init.
Agent Flow -- Consuming APIs
Use this flow when a user needs to find, download, or work with an API.
1. Discover
Option A -- curl (fastest):
curl -s 'https://registry.lap.sh/v1/search?q=<query>'
Option B -- CLI:
lapsh search <query> [--tag <tag>] [--sort relevance|popularity|date] [--limit <n>]
Results show name, endpoint count, compression ratio, and a [skill] marker for installable skills.
2. Acquire
Option A -- curl (fastest):
curl -sH 'Accept: text/lap' https://registry.lap.sh/v1/apis/<name> -o <name>.lap
Option B -- Install a skill (if [skill] marker present):
lapsh skill-install <name> --target codex
# Installs to ~/.codex/skills/<name>/
Option C -- Download via CLI:
lapsh get <name> -o <name>.lap
lapsh get <name> --lean -o <name>.lean.lap
Option D -- Compile a local spec:
lapsh compile <spec-file> -o output.lap
lapsh compile <spec-file> -o output.lean.lap --lean
Supported formats: OpenAPI (YAML/JSON), GraphQL (SDL), AsyncAPI, Protobuf, Postman, Smithy. Format is auto-detected.
3. Use
Once you have a .lap file, read it directly -- LAP is designed for AI consumption. Key markers:
| Marker | Meaning |
|---|---|
@api |
API name, version, base URL |
@endpoint |
HTTP method + path |
@param |
Parameter (query, path, header) |
@body |
Request body schema |
@response |
Response status + schema |
@required |
Required fields |
@error |
Error response |
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 222 lines · 89 tokens per session scan A 9d64d18702e6
lap is a skill published in the GitHub repository Lap-Platform/LAP (346 stars, last pushed 14d ago), licensed Apache-2.0. It adds 89 tokens to every session and 1,667 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
create-tutorial
Scaffold a new Membrane API Gateway tutorial in the api-gateway repo — the numbered self-teaching YAML under distribution/tutorials/ /, its support files and README links, and the matching auto-discovered integration test. Use whenever the user asks to create, add, write, or scaffold a tutorial (or a tutorial step)…
optimize-interceptor-docs
Rewrite the reference documentation of a Membrane config element so the page generated at membrane-api.io comes out clean, exact, and reference-style. Use whenever the user wants to write, improve, optimize, polish, or review the docs / Javadoc / @description / @yaml example of an interceptor, plugin, or any…
review-branch
Review the current git branch against master — code quality, refactoring opportunities, regressions, correctness, and test coverage — and print a severity-grouped markdown report. Use whenever the user asks to review the branch, review their changes against master, do a pre-PR / pre-merge review, or asks "is this…
membrane-config
Generate a Membrane API Gateway configuration example or snippet — an apis.yaml (default) or, when explicitly asked, a legacy proxies.xml. Use this whenever the user wants a config, example, or snippet for Membrane: routing a port to a backend, a flow with plugins (setHeader, rateLimiter, basicAuthentication, openapi…
release-notes
Generate GitHub release notes for the Membrane api-gateway repo by collecting the commits between the last release and master, grouping them into Features / Improvements / Fixes / Security / Dependencies, and linking each to its PR. Use whenever the user wants to draft, extract, or write release notes / a changelog /…
run-example-test
Run a single distribution example or tutorial integration test (IT) fast, instead of the whole 6 min example suite. Use when asked to run, verify, or check one example/tutorial test in the api-gateway distribution module.