lingtai-kernel-anatomy SKILL.md skillA

lingtai-kernel-anatomy from lingtai-ai/lingtai-kernel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lingtai-ai/lingtai-kernel/lingtai-kernel-anatomy@v0.5.0

Pins v0.5.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lingtai-ai/lingtai-kernel
Path
src/lingtai/intrinsic_skills/lingtai-kernel-anatomy/SKILL.md
Versions recorded
5
Latest version
v0.5.0, committed Sep 6, 2026
First version recorded
Jul 19, 2026
Size
5,152 bytes
Repository stars
11
License
Apache-2.0

Enter the Python kernel Anatomy/Contract graph before source navigation or maintaining architecture maps; explains how the ANATOMY.md and CONTRACT.md graphs pair, and what to do when code and navigation disagree.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# LingTai Kernel Anatomy — Navigation Router

## Canonical source

The repository-root [`ANATOMY.md`](../../../../ANATOMY.md) is the normative
**anatomy of anatomy**: the template, frontmatter and body conventions,
component-grain gate, link/pairing semantics, and maintenance contract. Root
[`CONTRACT.md`](../../../../CONTRACT.md) owns the governed-component pairing,
ownership, mutual-progressive-disclosure, and fail-loud mismatch rule. Read
them there; do not maintain a competing convention in this skill — including
the ANATOMY-versus-CONTRACT distinction, which root `ANATOMY.md` states.

When this skill is read from an installed package without a source checkout,
locate the checkout you intend to modify and read *its* root `ANATOMY.md`
before editing. A packaged copy is routing help, not evidence that an arbitrary
local checkout follows the same revision.

## Navigation workflow

Descend the root `ANATOMY.md` through child anatomies until one points at an
exact `file.py:line` citation, then open the cited code — anatomy is navigation,
code is evidence. For enumeration questions (every callsite, matching file, or
import), search once anatomy has identified the territory.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lingtai-ai/lingtai-kernel/lingtai-kernel-anatomy@sha256:cee001542792734a

The line at the top of this page pins the label v0.5.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zooaw4y2mdhmbyzk.svg)](https://markdownregistry.com/a/art_zooaw4y2mdhmbyzk)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jul 19, 2026 and Sep 6, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
v0.5.0 latest2026-09-06 891e713 5,152 BA view · diff
v0.5.02026-08-14 b8f59e8 5,347 BA view · diff
v0.5.02026-08-07 51139ee 4,887 BA view · diff
v0.4.02026-07-29 7013a4e 5,950 BA view · diff
v0.3.02026-07-19 88e075a 5,337 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (5152 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

lingtai-ai/lingtai-kernel · 11 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zooaw4y2mdhmbyzk
GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/lingtai-kernel-anatomy
GET https://markdownregistry.com/api/v1/blob/cee001542792734ae185e73a19f9a1b22afc4ac716e24594df9d80567c283d5d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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