lingtai-kernel-dev SKILL.md skillA
lingtai-kernel-dev from lingtai-ai/lingtai-kernel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lingtai-ai/lingtai-kernel/lingtai-kernel-dev@git:20260810.a0f7998Pins git:20260810.a0f7998 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
dev-guide-skill/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260810.a0f7998, committed Aug 10, 2026
- First version recorded
- Jul 14, 2026
- Size
- 10,553 bytes
- Repository stars
- 11
- License
- Apache-2.0
Mandatory repository-local development guide for LingTai's Python kernel and runtime. Use this before changing code, architecture documents, tests, packaging, capabilities, adapters, or developer documentation in lingtai-kernel. Routes each task through the exact baseline, the distributed ANATOMY/CONTRACT systems, focused validation, and pull-request safety gates.
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 Development Read this skill before every development task in this repository. It owns the **workflow**; Anatomy owns structure and Contract owns interface promises. Follow its links instead of copying the root documents into this file. Above all, root [`CONTRACT.md`](../CONTRACT.md) `## Design principles` is mandatory reading, and you MUST apply every one of those principles to each change — including the i18n gate, progressive disclosure, the manual-per-capability rule, and manual discoverability from **both** the capability `CONTRACT.md` and its paired `ANATOMY.md` (`related_files` on both twins; one edge alone is a defect). Route each change to the manual that teaches the capability it touches. ## First establish the task and baseline 1. Re-read the latest human or maintainer instruction. Separate the requested change from suggested follow-up work and from unauthorized side effects. 2. Name the selected baseline: normally live `origin/main`, or an explicit tag or commit chosen by the maintainer. 3. Work in a real repository worktree. Before analysis or editing, prove the worktree is clean and `HEAD` equals the selected baseline. A directory name …
Read the whole file at its exact version.
How to install
mdr add lingtai-ai/lingtai-kernel/lingtai-kernel-dev@sha256:454b8936c57902beThe line at the top of this page pins the label git:20260810.a0f7998, 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.
[](https://markdownregistry.com/a/art_buc5v33xclpqivxp)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 14, 2026 and Aug 10, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260810.a0f7998 latest | 2026-08-10 | a0f7998 | 10,553 B | A | view · diff |
| git:20260810.4eca9b8 | 2026-08-10 | 4eca9b8 | 10,318 B | A | view · diff |
| git:20260719.88e075a | 2026-07-19 | 88e075a | 8,812 B | A | view · diff |
| git:20260715.3e93ae7 | 2026-07-15 | 3e93ae7 | 9,421 B | A | view · diff |
| git:20260714.b410ffc | 2026-07-14 | b410ffc | 10,292 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10553 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
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_buc5v33xclpqivxp GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/lingtai-kernel-dev GET https://markdownregistry.com/api/v1/blob/454b8936c57902be8796708391a66421f749895d19d133566c725f27563092c5
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.