solo-open-dataset SKILL.md skillA
solo-open-dataset from fortunto2/solo-factory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fortunto2/solo-factory/solo-open-dataset@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fortunto2/solo-factory
- Path
skills/open-dataset/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 20, 2026
- Size
- 4,751 bytes
- Repository stars
- 18
- License
- MIT
Publish a dataset openly with a citable DOI — one GitHub repo per dataset, CITATION.cff, CC BY 4.0, Zenodo minting a DOI for every GitHub release, large media on Hugging Face. Use when the user says "выложи датасет", "открытый датасет", "нужен DOI", "Zenodo", "научный датасет", "publish this data", "make it citable", or a project collects data meant for researchers. Do NOT use for app/store releases (use /ios-release) or for a private backup.
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
# open-dataset — data people can cite, reuse and trust A dataset is useful to science when someone can find it, cite one exact version of it, and know what they are allowed to do with it. The cheapest stack that gives all three: a public GitHub repo per dataset, Zenodo archiving each release with a DOI, CC BY 4.0. No Zenodo token is needed; the GitHub integration does it. ## Workflow 1. **Decide what may go out.** Publish what you *made*: measurements you took, transcriptions, an index you built, contributions people sent with consent. Individual facts are not protected; someone else's database as a whole is (the maker's database right). A mirror of another archive's scans or catalogue stays private; a catalogue copied from an inventory is a borderline case that needs an explicit decision, not a default. 2. **Strip bearer secrets.** Any id that also works as a credential (a "delete my data" token, an API key, a device id that unlocks something) never leaves the server. Replace it with a keyed one-way code (`blake2b(id, key=salt, digest_size=8)`), the salt kept outside the repo and constant across releases, so one source's rows stay groupable without being …
Read the whole file at its exact version.
How to install
mdr add fortunto2/solo-factory/solo-open-dataset@sha256:54a66736c91b0369The line at the top of this page pins the label v1.0.0, 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_c26z6hgzpxmbahvx)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 20, 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 (4751 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
fortunto2/solo-factory · 18 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c26z6hgzpxmbahvx GET https://markdownregistry.com/api/v1/resolve?ref=fortunto2/solo-factory/solo-open-dataset GET https://markdownregistry.com/api/v1/blob/54a66736c91b0369839d6886c4eca160e766e981d1ebde63d66ded5010c0aa86
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.