cloud-pretrain-window-execution SKILL.md skillC
cloud-pretrain-window-execution 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/cloud-pretrain-window-execution@git:20260908.e9ac98dPins git:20260908.e9ac98d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/cloud-pretrain-window-execution/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260908.e9ac98d, committed Sep 8, 2026
- Size
- 4,227 bytes
- Repository stars
- 53
- License
- Apache-2.0
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
# Skill: cloud-pretrain-window-execution (Phase C3) # Pretraining Window Execution — One Shot, No Losses ## Objective Run pretraining inside the locked window with zero silent failure modes: every-step logging, spike playbook armed, checkpointing that survives a crash or the quota wall, and disciplined shutdown. DONE = ckpt_latest + ckpt_best + full loss/val log retrieved, hash-verified, and run summary in AGENT_NOTES. ## Launch checklist (all green before `python train …` executes) 1. C2 gate line present in notes (tok/s, budget, steps locked). 2. tmux/screen session named (survives SSH drops): `tmux new -s pretrain`. 3. Log tee active: `… 2>&1 | tee -a runs/pretrain_$(date +%m%d_%H%M).log`. 4. Determinism env set: seeds fixed; `CUBLAS_WORKSPACE_CONFIG=:4096:8` for CUDA determinism (6-RNG doctrine carries over — note bf16 reduces bit-exactness, keep rng deterministic anyway for resume parity). 5. Watchdog awareness: provider boxes lack our local watchdog script — use `timeout`-free plain run + EXTERNAL alarm instead (Step Shutdown below). 6. Resume path dry-tested once locally-packaged: `-r ckpt_latest.pt --start-step N` reruns without re-seen samples. …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/cloud-pretrain-window-execution@sha256:a029bc100d2e5854The 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_7wtv72axbq7hmg37)
5 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
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4227 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
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_7wtv72axbq7hmg37 GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/cloud-pretrain-window-execution GET https://markdownregistry.com/api/v1/blob/a029bc100d2e585498999bc087305be97f4d4153914d4e6251c2bb44155afa99
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.