realtime-systems-coding SKILL.md skillA

realtime-systems-coding from oghie/skillsets is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add oghie/skillsets/realtime-systems-coding@v0.1.0

Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
oghie/skillsets
Path
skills/realtime-systems-coding/SKILL.md
Versions recorded
2
Latest version
v0.1.0, committed Jul 14, 2026
First version recorded
Jun 21, 2026
Size
8,226 bytes
Repository stars
9
License
MIT

Use when designing, implementing, reviewing, debugging, testing, profiling, or porting concurrent, parallel, distributed, high-performance, network dataplane, kernel-bypass, or real-time software, including locks, semaphores, monitors, MPI, CSP rendezvous, DPDK, VPP, eBPF, XDP, AF_XDP, SR-IOV, RSS, RoCEv2/RDMA, RMS/EDF, priority inversion, and environment selection from silicon to edge.

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

# Realtime Systems Coding

## Core Rule
Treat every task as a state, timing, and synchronization contract. Identify the execution units, shared state, communication mode, timing limits, platform abstraction level, and correctness properties before writing or changing code.

## Knowledge Grounding
- Use `references/knowledge-map.md` for the conceptual map.
- Use `references/shared-memory-synchronization.md` for locks, semaphores, monitors, condition variables, and Java/POSIX patterns.
- Use `references/mutual-exclusion-algorithms.md` for Dijkstra conditions, refinement flow, Dekker, Peterson, N-process filters, busy waiting, and custom mutual exclusion proof.
- Use `references/monitor-signalling-semantics.md` for AS, SC, SX, SW, SU, signal stealing, urgent queues, nested monitor calls, and monitor verification rules.
- Use `references/exercise-derived-patterns.md` for canonical synchronization pseudocode: monitor semaphores, rendezvous, encoded-count buffers, readers-writers, bridge traffic, dining philosophers, priority allocation, FIFO/SJF queues, controller wakeups, and service pipelines.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add oghie/skillsets/realtime-systems-coding@sha256:0445902815d39247

The line at the top of this page pins the label v0.1.0, 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_i7co4ndazyepesbs.svg)](https://markdownregistry.com/a/art_i7co4ndazyepesbs)

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

Versions

The registry has recorded 2 versions of this file, between Jun 21, 2026 and Jul 14, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
v0.1.0 latest2026-07-14 4998981 8,226 BA view · diff
git:20260621.8319e132026-06-21 8319e13 8,044 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 (8226 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

oghie/skillsets · 9 stars · license MIT · pushed 2026-10-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_i7co4ndazyepesbs
GET https://markdownregistry.com/api/v1/resolve?ref=oghie/skillsets/realtime-systems-coding
GET https://markdownregistry.com/api/v1/blob/0445902815d39247183a9bbc97d0528454ab2c1c6e4521134063f695714b19f6

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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