daemon-backend-lingtai SKILL.md skillA

daemon-backend-lingtai 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/daemon-backend-lingtai@v0.2.0

Pins v0.2.0 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/tools/daemon/manual/reference/cli-backends/reference/backends/lingtai/SKILL.md
Versions recorded
9
Latest version
v0.2.0, committed Sep 30, 2026
First version recorded
Jul 11, 2026
Size
4,871 bytes
Repository stars
11
License
Apache-2.0

Nested daemon-cli-backends reference for the built-in `lingtai` daemon backend (the in-process ChatSession default). Read this when routing a daemon task to the built-in backend: it has no external CLI and no `backend_options` flag surface; this page routes you to the live authorities for preset selection/inspection, lingtai/tools/skills/MCP inheritance, and the daemon completion contract. It is not a rules catalog.

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 Daemon Backend — Knowledge Entrypoint

`backend="lingtai"` is the built-in default — an in-process ChatSession run
loop, not a wrapped external CLI. There is no installed binary whose help
output could be consulted, and `backend_options` is ignored (there is no CLI
process to forward argv to), so this backend has no flag surface to discover
or translate. Its behavior is owned by live LingTai configuration, manuals,
and source — route to the current authority instead of memorizing snapshots.

## Where the knowledge lives

1. **Task shape and behavior contract** — the `daemon-manual` router
   ([`manual/SKILL.md`](../../../../../SKILL.md)): `task` vs `prompt` vs
   `tools` vs `skills` vs `mcp` semantics, and the shared parent
   [`reference/cli-backends/SKILL.md`](../../../SKILL.md) for backend support.
2. **Preset selection and inspection** — run `system(action="presets")` for
   the live tier/connectivity/capability listing (guidance:
   `system-manual` → `reference/substrate-manual/SKILL.md`). A per-task
   `preset` must be a `.json`/`.jsonc` path exactly as returned by that
   listing; an unloadable or unreachable preset refuses the whole batch at
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lingtai-ai/lingtai-kernel/daemon-backend-lingtai@sha256:368ad3066109d061

The line at the top of this page pins the label v0.2.0, 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_okfdzgdknv2badta.svg)](https://markdownregistry.com/a/art_okfdzgdknv2badta)

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

Versions

The registry has recorded 9 versions of this file, between Jul 11, 2026 and Sep 30, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
v0.2.0 latest2026-09-30 f0802f0 4,871 BA view · diff
v0.2.02026-09-30 22c4896 4,897 BA view · diff
v0.2.02026-09-15 6a7c067 4,849 BA view · diff
v0.2.02026-09-09 336ec0e 4,848 BA view · diff
v0.1.02026-09-06 db633f1 4,699 BA view · diff
v0.1.02026-07-19 88e075a 4,063 BA view · diff
v0.1.02026-07-16 2bed960 4,112 BA view · diff
v0.1.02026-07-14 b410ffc 4,119 BA view · diff
v0.1.02026-07-11 57d1ea0 3,796 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 (4871 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_okfdzgdknv2badta
GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/daemon-backend-lingtai
GET https://markdownregistry.com/api/v1/blob/368ad3066109d0613e97f34177570c1518d033c1117a3644184ef6ef5c8990d4

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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