cohesix-workload-authoring SKILL.md skillA
cohesix-workload-authoring from lukeb-aidev/cohesix is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lukeb-aidev/cohesix/cohesix-workload-authoring@git:20261001.e220eb5Pins git:20261001.e220eb5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lukeb-aidev/cohesix
- Path
skills/cohesix-workload-authoring/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261001.e220eb5, committed Oct 1, 2026
- Size
- 5,066 bytes
- Repository stars
- 14
- License
- a license file GitHub does not identify
Prepare and enroll a reviewed Cohesix CUDA batch workload with pinned inputs, finite bounds and an independent output verifier. Use when adapting the shipped batch example or registering a new workload on the executor; existing jobs use GPU operations.
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
<!-- Author: Lukas Bower --> <!-- Purpose: Move useful user workloads from native preparation to bounded registration and independently checked outcomes. --> <!-- Copyright 2026 Lukas Bower --> <!-- SPDX-License-Identifier: Apache-2.0 --> # Bring a useful batch job Start with a finite input batch, a defined output and a check independent of the executable being enrolled. A first image task can use the shipped Sobel edge extraction example; a defect detector, embedding pipeline or video service needs its own reviewed package and verifier. The example processes raw grayscale frames; it does not implement those applications. Read the selected revision's [registered workload contract](https://raw.githubusercontent.com/lukeb-aidev/cohesix/main/docs/HOST_TOOLS.md#registered-cuda-workloads), [GPU nodes](https://raw.githubusercontent.com/lukeb-aidev/cohesix/main/docs/GPU_NODES.md#admitted-gpu-workload-transport) and [batch preparation example](https://raw.githubusercontent.com/lukeb-aidev/cohesix/main/tools/cohesix-py/examples/cuda_batch_edges.py). Replace `main` with the selected source commit/tag or use matching local files. …
Read the whole file at its exact version.
How to install
mdr add lukeb-aidev/cohesix/cohesix-workload-authoring@sha256:7a5d4efce3849246The line at the top of this page pins the label git:20261001.e220eb5, 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.
[](https://markdownregistry.com/a/art_lv4z427br3bbnij2)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 1, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5066 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
lukeb-aidev/cohesix · 14 stars · license a license file GitHub does not identify · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lv4z427br3bbnij2 GET https://markdownregistry.com/api/v1/resolve?ref=lukeb-aidev/cohesix/cohesix-workload-authoring GET https://markdownregistry.com/api/v1/blob/7a5d4efce3849246d5a41361e6fd75d5ed61dbe14da3d4ebce7bcce2d35d7917
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.