nightrun SKILL.md skillA

nightrun from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add akillness/jeo-skills/nightrun@v1.0

Pins v1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
akillness/jeo-skills
Path
.agent-skills/nightrun/SKILL.md
Versions recorded
1
Latest version
v1.0, committed Aug 5, 2026
Size
7,238 bytes
Repository stars
52
License
none declared

Build, test, run, and flash NightRun — a bare-metal, no_std Rust UEFI application that boots straight into a local LLM (Llama 3.2, Qwen3, or Granite 4.1) with no operating system underneath. Use when the user wants to build/flash a bootable NightRun USB or Raspberry Pi 5 SD image, convert a GGUF model into the `.nrm` container, run/debug the inference engine on the host or in QEMU/OVMF, or troubleshoot no_std kernel/tokenizer parity issues in the NightRun codebase. Triggers on: "nightrun…

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

# NightRun

NightRun is a single `no_std` Rust UEFI application that boots directly into a
chat prompt for a quantized local LLM (Llama 3.2, Qwen3, or dense Granite
4.1) — no Linux, no kernel, no browser, no network stack. The model is
streamed into RAM with inline CRC-32 verification, storage is sealed once
loaded, and inference runs entirely on-CPU (AVX2+FMA+F16C on x86_64, NEON on
Pi 5). This skill drives the build → convert → test → flash workflow safely.

## When to use this skill

- Building `BOOTX64.EFI` or a full bootable `nightrun.img` from source
- Converting a GGUF checkpoint into the `.nrm` container with `nrconvert`
- Running/debugging the inference engine on the host (`nrhost`) before
  reaching for QEMU
- Booting NightRun in QEMU/OVMF (`cargo xtask run`) for screenshots or
  scripted verification
- Flashing a real USB stick or Raspberry Pi 5 SD card via `install.sh`
- Diagnosing tokenizer/parity failures against llama.cpp reference fixtures

## When not to use this skill

- General local-LLM serving without bare-metal/no-OS constraints → use a
  normal inference runtime, not this skill
- Generic Rust workspace refactors unrelated to the boot/model/kernel path →
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add akillness/jeo-skills/nightrun@sha256:9e27f9c87c5ff442

The line at the top of this page pins the label v1.0, 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_ki7sf3q2t72zebew.svg)](https://markdownregistry.com/a/art_ki7sf3q2t72zebew)

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

Versions

The registry has recorded 1 version of this file, committed on Aug 5, 2026.

versioncommittedcommitsizeaudit
v1.0 latest2026-08-05 ace1fc3 7,238 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 (7238 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

akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ki7sf3q2t72zebew
GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/nightrun
GET https://markdownregistry.com/api/v1/blob/9e27f9c87c5ff442f5f580480e8f3d3088a8e0c1ac3959743970cb3b00f90d71

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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