tmusser/ai-engineering-skills · skills/lean-mode/SKILL.md

lean-mode skillA

lean-mode is agent-read markdown (skill) from tmusser/ai-engineering-skills: Compress routine agent responses to reduce token usage while preserving commands, file paths, assumptions, risks, verification details, and next actions..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add tmusser/ai-engineering-skills/lean-mode@git:20260604.8dee4f7
Exact content
mdr add tmusser/ai-engineering-skills/lean-mode@sha256:3ca537b5ef8bdffa

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zguiqp4oquxjgkiq.svg)](https://markdownregistry.com/a/art_zguiqp4oquxjgkiq)

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Versions

versioncommittedcommitsizeaudit
git:20260604.8dee4f7 latest2026-06-04 8dee4f7 3,451 BA view · diff
git:20260603.803c4cb2026-06-03 803c4cb 3,451 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3451 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

tmusser/ai-engineering-skills · 4 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zguiqp4oquxjgkiq
GET https://markdownregistry.com/api/v1/resolve?ref=tmusser/ai-engineering-skills/lean-mode
GET https://markdownregistry.com/api/v1/blob/3ca537b5ef8bdffaf8389245ac8ae7eaae4a5c4bb4088b9209b5e63423ec7fea

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.