lingtai-doctor SKILL.md skillA

lingtai-doctor 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-doctor@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/intrinsic_skills/lingtai-doctor/SKILL.md
Versions recorded
7
Latest version
v0.2.0, committed Oct 12, 2026
First version recorded
Aug 7, 2026
Size
4,662 bytes
Repository stars
11
License
Apache-2.0

Read-only health diagnostics when an agent looks dead but the evidence is mixed, or a migration may have left stale MCP/addon paths; run before deciding to mail, refresh, CPR, or edit persistent configuration. Includes a bundled read-only `doctor.py`.

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 Doctor

`lingtai-doctor` is the first stop when a LingTai agent or bot looks dead but
the evidence is mixed: Telegram/Feishu/WeChat cannot reach it, the TUI says it
is offline, a heartbeat is fresh, MCP configuration points at an old runtime, or
logs/notifications/status files disagree.

**Diagnosis before repair.** The bundled script is read-only: it summarizes local
evidence, redacts secrets, and suggests next steps. It never edits `init.json`,
touches mailboxes, refreshes agents, or kills processes. Repairs belong to the
owning manuals routed below.

## Run it

```bash
# From a source checkout, against any agent workdir:
python3 src/lingtai/intrinsic_skills/lingtai-doctor/scripts/doctor.py \
  --agent-dir /path/to/project/.lingtai/mimo-1

# From inside an agent (installed bundle); --agent-dir defaults to $LINGTAI_AGENT_DIR:
python3 .library/intrinsic/capabilities/lingtai-doctor/scripts/doctor.py

# Add --json for machine-readable output, or --self-test for a packaging check.
```

## What it checks

Layered so one broken surface is not mistaken for a dead agent:

1. **Identity / lifecycle files** — `.agent.json`, `.status.json`, and
   `.agent.heartbeat` freshness.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lingtai-ai/lingtai-kernel/lingtai-doctor@sha256:93554f308c7b78d9

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_bmox5baesqy7bc5k.svg)](https://markdownregistry.com/a/art_bmox5baesqy7bc5k)

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

Versions

The registry has recorded 7 versions of this file, between Aug 7, 2026 and Oct 12, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
v0.2.0 latest2026-10-12 1758c33 4,662 BA view · diff
v0.2.02026-10-02 cb3dd19 4,647 BA view · diff
v0.2.02026-09-06 891e713 4,606 BA view · diff
v0.2.02026-08-25 c7262c2 4,647 BA view · diff
v0.2.02026-08-24 d53e6f4 4,638 BA view · diff
v0.2.02026-08-08 cee7c9f 4,627 BA view · diff
v0.2.02026-08-07 51139ee 4,611 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 (4662 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_bmox5baesqy7bc5k
GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/lingtai-doctor
GET https://markdownregistry.com/api/v1/blob/93554f308c7b78d9a64cbd033b4813481502d863548a6dd21fc84fb5f22e52f0

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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