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safactory-workflows SKILL.md skillA

safactory-workflows from ai45lab/safactory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add ai45lab/safactory/safactory-workflows@git:20260921.9e21b6e

Pins git:20260921.9e21b6e in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: ai45lab/safactory
Path: skills/safactory-workflows/SKILL.md
Versions recorded: 2
Latest version: git:20260921.9e21b6e, committed Sep 21, 2026
First version recorded: Aug 3, 2026
Size: 7,381 bytes
Repository stars: 235
License: none declared

Integrate a benchmark or custom environment into SAfactory using fixed adapter templates and local contract tests, optionally run Docker/RJob evaluation, or prepare GRPO/RL training. Use for SAfactory onboarding and runtime workflows.

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

# SAfactory Workflows

For environment onboarding, read [references/environment-integration.md](references/environment-integration.md) and `docs/guides/custom-environment.md` (or its Chinese translation). The guide defines the runtime contract; the [assets/environment/](assets/environment/) templates implement it. `env/geo3k/` is only an example of multi-turn agent interaction, not a layout to copy — the standard reference is `env/prmeval/`.

For evaluation requests read [references/docker-evaluation.md](references/docker-evaluation.md). For GRPO/RL requests read [references/grpo-training.md](references/grpo-training.md). Read `docs/internal/rjob-mode.md` or its Chinese translation only when working on RJob deployment.

## Scope and intake

Infer available values from the request and benchmark source before asking:

- environment name, source/check-out path, dataset row schema, and 1–2 representative cases;
- native single-case command and native output location, when wrapping a benchmark;
- target deployment mode (`docker` or `rjob`) and image, when known;
- whether evaluation is requested; **default to integration only**.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add ai45lab/safactory/safactory-workflows@sha256:0465b5e1594bbd1b

The line at the top of this page pins the label git:20260921.9e21b6e, 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](https://markdownregistry.com/badge/art_kbi4bse3v3nbt2g3.svg)](https://markdownregistry.com/a/art_kbi4bse3v3nbt2g3)

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

Versions

The registry has recorded 2 versions of this file, between Aug 3, 2026 and Sep 21, 2026, about one every 49 days.

version	committed	commit	size	audit
git:20260921.9e21b6e latest	2026-09-21	9e21b6e	7,381 B	A	view · diff
git:20260803.3ac199f	2026-08-03	3ac199f	4,237 B	A	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 (7381 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

ai45lab/safactory · 235 stars · license none declared · pushed 2026-11-06 · branch v2

API

GET https://markdownregistry.com/api/v1/artifacts/art_kbi4bse3v3nbt2g3
GET https://markdownregistry.com/api/v1/resolve?ref=ai45lab/safactory/safactory-workflows
GET https://markdownregistry.com/api/v1/blob/0465b5e1594bbd1b118ebe3342e75d6d7f291895c9b81ec015dd542a3c3b6fe8

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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