lingtai-ai/lingtai-kernel · dev-guide-skill/SKILL.md

lingtai-kernel-dev skillA

lingtai-kernel-dev is agent-read markdown (skill) from lingtai-ai/lingtai-kernel: 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..

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 lingtai-ai/lingtai-kernel/lingtai-kernel-dev@git:20260810.a0f7998
Exact content
mdr add lingtai-ai/lingtai-kernel/lingtai-kernel-dev@sha256:454b8936c57902be

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_buc5v33xclpqivxp.svg)](https://markdownregistry.com/a/art_buc5v33xclpqivxp)

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Versions

versioncommittedcommitsizeaudit
git:20260810.a0f7998 latest2026-08-10 a0f7998 10,553 BA view · diff
git:20260810.4eca9b82026-08-10 4eca9b8 10,318 BA view · diff
git:20260719.88e075a2026-07-19 88e075a 8,812 BA view · diff
git:20260715.3e93ae72026-07-15 3e93ae7 9,421 BA view · diff
git:20260714.b410ffc2026-07-14 b410ffc 10,292 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 (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

GitHub

lingtai-ai/lingtai-kernel · 11 stars · license Apache-2.0 · pushed 2026-09-16 · 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

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