data-interface SKILL.md skillA
data-interface from ztxtech/aion is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ztxtech/aion/data-interface@git:20261012.1709cbfPins git:20261012.1709cbf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ztxtech/aion
- Path
.opencode/skills/data-interface/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261012.1709cbf, committed Oct 12, 2026
- Size
- 6,855 bytes
- Repository stars
- 13
- License
- MIT
Normalize data entry and data interfaces for time-series tasks. It supports four main sources first: PDF, table files, databases, and code-style Data Loader / Data Factory inputs, then turns them into one shared data contract.
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
## Debug Prefix Protocol - When called, print this first: `[Skills: data-interface] Follow: <rules / context constraints that really apply now>; Current step: <one-line note>`. - If this skill clearly depends on one rule, add one more line like `[Rules: <rule>] ...`, then continue with the real work. - The debug prefix should stay stable, short, and easy to grep. ## When To Use - The task needs to read data before analysis, modeling, experiments, or reporting. - Data comes from more than one source, so normalization must happen before model work starts. - The `data/` layer needs a stable interface instead of letting all upstream formats leak into experiment logic. - If the task gives only a data-interface name, data platform, data service, or SDK name without the official site and docs, use `websearch` / `webfetch` to locate the official site and official docs first, then decide how to connect. Do not write the interface from second-hand tutorials first. …
Read the whole file at its exact version.
How to install
mdr add ztxtech/aion/data-interface@sha256:62f34a801d772218The line at the top of this page pins the label git:20261012.1709cbf, 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_3tmekrvcjm2danfk)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 12, 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 (6855 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
ztxtech/aion · 13 stars · license MIT · pushed 2026-10-13 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_3tmekrvcjm2danfk GET https://markdownregistry.com/api/v1/resolve?ref=ztxtech/aion/data-interface GET https://markdownregistry.com/api/v1/blob/62f34a801d77221853dfda4bce3d86feb5722f920298d9be9a83c918a5e12bb1
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.