time-series SKILL.md skillA
time-series 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/time-series@git:20260524.63fd984Pins git:20260524.63fd984 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/time-series/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260524.63fd984, committed May 24, 2026
- Size
- 16,855 bytes
- Repository stars
- 13
- License
- MIT
Do structured analysis and review for time-series tasks, covering domain recognition, time format, plotting first for visual analysis, `tsfresh`-style features, online search, method family, post-experiment analysis, and domain mechanism.
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: time-series] 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 current task is fundamentally a time-series problem, or time is a major dimension in it. - You need to judge whether a solution really satisfies time-series constraints instead of treating a sequence like a normal table. - You need one shared check framework for time-series experiments, analysis, reviews, or reports. - Before modeling, you need to understand what this series is, what it looks like, which domain it comes from, and why it changes this way. ## Main Principles - Understand the series first, then choose methods. Look at data first, then talk about models. - For forecasting outputs, treat horizon, schema, numeric plausibility, and uncertainty as first-class constraints, not last-minute checks. …
Read the whole file at its exact version.
How to install
mdr add ztxtech/aion/time-series@sha256:f77e5347c4ea6f89The line at the top of this page pins the label git:20260524.63fd984, 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_2pmav3zepfwbkp7g)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 24, 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 (16855 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_2pmav3zepfwbkp7g GET https://markdownregistry.com/api/v1/resolve?ref=ztxtech/aion/time-series GET https://markdownregistry.com/api/v1/blob/f77e5347c4ea6f89fa1055e148f4100e652cc23edadd8473aec08cfbe0290ce3
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.