cipher-cloud-setup SKILL.md skillA
cipher-cloud-setup from anonymousnomad/aide-sovereign-workbench is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anonymousnomad/aide-sovereign-workbench/cipher-cloud-setup@git:20260908.e9ac98dPins git:20260908.e9ac98d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/cipher-cloud-setup/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260908.e9ac98d, committed Sep 8, 2026
- Size
- 3,182 bytes
- Repository stars
- 53
- License
- Apache-2.0
Set up cloud GPU training environment for FSI Felon Cipher. Use when packaging the project, building Docker, and deploying to cloud GPUs. Phase 3 of cipher-cloud-training.
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
# Phase 3: Cloud Environment Setup ## Purpose Package cipher training into a reproducible Docker container and deploy to cloud GPUs. ## GPU Access Paths (ranked by practicality for solo dev) | Path | GPU | Cost/hr | Setup complexity | |------|-----|---------|-----------------| | **RunPod** | A100 80GB / H100 80GB | $1.19-$2.89 | Low (web UI + Docker) | | **Vast.ai** | A100 80GB / H100 | $0.39-$1.60 | Low (marketplace) | | **Google Colab Pro** | A100 40GB | $0.10/min | Lowest (notebook) | | **Lambda Labs** | A100 80GB | $1.29-$2.79 | Medium | | **NVIDIA DGX Cloud** | 8× H100 | $37K/mo | High (Inception required) | ## Project Structure ``` cipher-cloud/ ├── Dockerfile ├── requirements.txt ├── train.py ├── configs/ │ ├── h100.yaml │ └── a100.yaml ├── src/ │ ├── cipher_arch.py │ ├── data.py │ ├── losses.py │ └── utils.py └── data/ (tokenized shards uploaded here) ``` ## Dockerfile ```dockerfile FROM pytorch/pytorch:2.4.0-cuda12.4-cudnn9-runtime RUN apt-get update && apt-get install -y git wget && rm -rf /var/lib/apt/lists/* COPY requirements.txt . RUN pip install --no-cache-dir -r requirements.txt WORKDIR /workspace COPY . . …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/cipher-cloud-setup@sha256:97f7276b00878b4eThe line at the top of this page pins the label git:20260908.e9ac98d, 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_ob2bfsrcqibsktci)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 8, 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 (3182 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
anonymousnomad/aide-sovereign-workbench · 53 stars · license Apache-2.0 · pushed 2026-10-26 · branch covert-production
API
GET https://markdownregistry.com/api/v1/artifacts/art_ob2bfsrcqibsktci GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/cipher-cloud-setup GET https://markdownregistry.com/api/v1/blob/97f7276b00878b4ed7f5faa56115fca9e9d670014d0e495cd1c78f0a567997c1
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.