daemon-backend-codex SKILL.md skillA

daemon-backend-codex 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-codex@v0.3.1

Pins v0.3.1 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/codex/SKILL.md
Versions recorded
5
Latest version
v0.3.1, committed Sep 5, 2026
First version recorded
Jul 16, 2026
Size
5,872 bytes
Repository stars
11
License
Apache-2.0

Nested daemon-cli-backends reference for the Codex daemon backend's flag surface. Read this when a daemon task needs Codex-specific CLI flags (model selection, reasoning effort, config overrides) or the operational core folded in from the retired bash reference guide: install, auth/config, and the Codex-vs-Claude style axis. It routes you to the installed CLI's live help via shell and shows how to translate that help into the generic `backend_options` mechanism. It is not a flag 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

# Codex Daemon Backend — Flag Discovery Entrypoint

The installed CLI's own help is the authority for Codex flags; this page is only
the entrypoint. Conversion rules, key safety, and persistence live in the parent
[`reference/cli-backends/SKILL.md`](../../../SKILL.md).

## Discover flags from the installed CLI

1. Run, in bash: `codex --version`, `codex --help`, and `codex exec --help`.
   The daemon backend wraps `codex exec`, so `codex exec --help` is the
   relevant flag surface. These are local read-only commands; no session is
   started.
2. Translate what you found into `backend_options` with the parent's generic
   conversion rules. Nothing Codex-specific is added to that contract here.

## Example: reasoning effort via the generic `config` route

Codex exposes most of its tunables as repeated `-c, --config <key=value>`
overrides (see `codex exec --help` for the key=value syntax). Through
`backend_options`, a list value repeats the flag once per item:

```jsonc
{
  "backend": "codex",
  "tasks": [{
    "task": "Implement and validate the change.",
    "tools": [],
    "backend_options": {
      "config": ["model_reasoning_effort=\"ultra\""]
    }
  }]
}
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lingtai-ai/lingtai-kernel/daemon-backend-codex@sha256:257a70726ae7ed4e

The line at the top of this page pins the label v0.3.1, 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_h2olxadobm2tiorl.svg)](https://markdownregistry.com/a/art_h2olxadobm2tiorl)

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

Versions

The registry has recorded 5 versions of this file, between Jul 16, 2026 and Sep 5, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
v0.3.1 latest2026-09-05 628458c 5,872 BA view · diff
v0.3.02026-08-07 f83a9ed 6,051 BB view · diff
v0.1.02026-08-07 866f1c1 3,034 BA view · diff
v0.1.02026-07-19 88e075a 2,722 BA view · diff
v0.1.02026-07-16 d9dd484 3,055 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 (5872 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_h2olxadobm2tiorl
GET https://markdownregistry.com/api/v1/resolve?ref=lingtai-ai/lingtai-kernel/daemon-backend-codex
GET https://markdownregistry.com/api/v1/blob/257a70726ae7ed4ed4a1d7f7568564aced0583c4506f6c490211ddd29751e7cf

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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