auto-modeling-skill SKILL.md skillA
auto-modeling-skill from weibu123/auto-modeling-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add weibu123/auto-modeling-skill/auto-modeling-skill@git:20260918.b7c8ca7Pins git:20260918.b7c8ca7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- weibu123/auto-modeling-skill
- Path
SKILL.md- Versions recorded
- 5
- Latest version
- git:20260918.b7c8ca7, committed Sep 18, 2026
- First version recorded
- Sep 16, 2026
- Size
- 8,590 bytes
- Repository stars
- 55
- License
- MIT
Use for Huawei Cup / China Graduate Mathematical Contest in Modeling work: initialize a competition workspace, interpret the problem, audit attachments, retrieve analogues from the indexed 338-paper corpus and deeply curated knowledge base, select and implement models, design validation, draft a traceable LaTeX paper, or audit final delivery. Do not use for routine mathematics exercises or unrelated academic writing.
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
# Auto Modeling Skill Build a defensible, reproducible competition solution from the actual problem and attachments. Historical papers are analogues, not templates to copy and not evidence that a method will work on the current data. ## Choose the operating mode - **Workspace setup:** initialize the competition directory and explain where raw inputs, code, results, and paper artifacts belong. - **Rapid triage:** classify each subquestion, expose the hardest dependency, and propose a baseline plus one justified upgrade. - **Full solution design:** produce the problem map, data audit, model chain, computation plan, validation plan, and required figures/tables. - **Implementation support:** turn an agreed model into modular code, tests, intermediate outputs, and reproducible runs. - **Paper drafting:** write only from established formulas and computed results; keep every numerical claim traceable to an artifact. - **Review and repair:** audit leakage, assumptions, metrics, consistency, unsupported claims, compilation, and delivery completeness. …
Read the whole file at its exact version.
How to install
mdr add weibu123/auto-modeling-skill/auto-modeling-skill@sha256:09fa1d4c212550bbThe line at the top of this page pins the label git:20260918.b7c8ca7, 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_j3sn3vvgxzair22t)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 16, 2026 and Sep 18, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260918.b7c8ca7 latest | 2026-09-18 | b7c8ca7 | 8,590 B | A | view · diff |
| git:20260917.d5d3d77 | 2026-09-17 | d5d3d77 | 8,590 B | A | view · diff |
| git:20260917.5de9a7a | 2026-09-17 | 5de9a7a | 8,530 B | A | view · diff |
| git:20260917.7ff43a4 | 2026-09-17 | 7ff43a4 | 7,646 B | A | view · diff |
| git:20260916.502e98f | 2026-09-16 | 502e98f | 6,909 B | A | view |
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 (8590 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
weibu123/auto-modeling-skill · 55 stars · license MIT · pushed 2026-09-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_j3sn3vvgxzair22t GET https://markdownregistry.com/api/v1/resolve?ref=weibu123/auto-modeling-skill/auto-modeling-skill GET https://markdownregistry.com/api/v1/blob/09fa1d4c212550bbd8264885994dff849775227d9d8edab5a6e7ae944438cbf3
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.