cipher-checkpoint SKILL.md skillA
cipher-checkpoint 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-checkpoint@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-checkpoint/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260908.e9ac98d, committed Sep 8, 2026
- Size
- 3,095 bytes
- Repository stars
- 53
- License
- Apache-2.0
Save, verify, and download FSI Felon Cipher training checkpoints. Use when checkpointing during training, verifying checkpoint integrity, or downloading results from cloud. Phase 5 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 5: Checkpoint Recovery & Download
## Purpose
Ensure training checkpoints are saved atomically, verified for integrity, and downloaded safely to local machine.
## Checkpoint Save (Atomic + Verified)
```python
import torch, os, hashlib, time
def save_checkpoint(model, optimizer, scheduler, step, path, config):
state = {
"step": step,
"model": model.state_dict(),
"optimizer": optimizer.state_dict(),
"scheduler": scheduler.state_dict(),
"config": config,
"rng": {
"torch": torch.get_rng_state(),
"cuda": torch.cuda.get_rng_state_all(),
},
"timestamp": time.time(),
}
tmp = path + ".tmp"
torch.save(state, tmp)
os.replace(tmp, path) # atomic
size_mb = os.path.getsize(path) / 1e6
print(f"✓ Checkpoint: {path} ({size_mb:.1f} MB)")
```
## Resume from Checkpoint
```python
def load_checkpoint(path, model, optimizer=None, scheduler=None):
ck = torch.load(path, map_location="cuda", weights_only=False)
model.load_state_dict(ck["model"])
if optimizer: optimizer.load_state_dict(ck["optimizer"])
if scheduler: scheduler.load_state_dict(ck["scheduler"])
…Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/cipher-checkpoint@sha256:c3e5957e588bfbabThe 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_rjb7zh3sm2navcwa)
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 (3095 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_rjb7zh3sm2navcwa GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/cipher-checkpoint GET https://markdownregistry.com/api/v1/blob/c3e5957e588bfbab944f0bfb20522e9e8584eb22322387c9ea0b1444fa31c06b
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.