huawei-cloud-optv-solver-assistant SKILL.md skillA

huawei-cloud-optv-solver-assistant from huaweicloud/huaweicloud-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-optv-solver-assistant@git:20261009.59a904a

Pins git:20261009.59a904a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
huaweicloud/huaweicloud-skills
Path
skills/ai/optverse/huawei-cloud-optv-solver-assistant/SKILL.md
Versions recorded
3
Latest version
git:20261009.59a904a, committed Oct 9, 2026
First version recorded
Sep 20, 2026
Size
24,211 bytes
Repository stars
59
License
MIT

1. 通过OptVerse决策引擎完成数学规划问题的需求分析、建模、数据校验、求解和资产发布全流程; 2. 适用于运筹优化场景(如设施选址、路径规划、生产排程等),用户提供需求分析文件和数据文件,通过多轮对话与决策引擎交互完成求解; 3. 触发词:OptVerse求解助手、决策引擎、数学规划建模、运筹优化求解、需求分析建模、天筹工具链、设施选址优化、模型发布.

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

# 1. Overview

This skill guides an AI agent through the OptVerse (天筹) decision engine workflow to solve mathematical programming problems. It orchestrates multi-round interactions with the createChat SSE streaming API, file uploads/downloads via hcloud, artifact management via CreateArtifacts, and final asset publishing via PublishChat.

## 1.1 Architecture

```
User                    Agent                    OptVerse Service
 |                        |                            |
 |  Requirement file      |                            |
 |----------------------->|                            |
 |                        |  UploadFile (hcloud)       |
 |                        |--------------------------->|
 |                        |  chat_id                  |
 |                        |<---------------------------|
 |                        |                            |
 |                        |  createChat Round 1 (SSE) |
 |                        |  domain_type + filenames  |
 |                        |--------------------------->|
 |                        |  type=file artifacts       |
 |                        |<---------------------------|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add huaweicloud/huaweicloud-skills/huawei-cloud-optv-solver-assistant@sha256:77cfc7e992c39172

The line at the top of this page pins the label git:20261009.59a904a, 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 badge

[![mdr](https://markdownregistry.com/badge/art_v4lylubd6tpu23wd.svg)](https://markdownregistry.com/a/art_v4lylubd6tpu23wd)

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

Versions

The registry has recorded 3 versions of this file, between Sep 20, 2026 and Oct 9, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261009.59a904a latest2026-10-09 59a904a 24,211 BA view · diff
git:20260929.4b448882026-09-29 4b44888 23,681 BA view · diff
git:20260920.f6154ca2026-09-20 f6154ca 21,249 BA 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 (24211 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

huaweicloud/huaweicloud-skills · 59 stars · license MIT · pushed 2026-11-07 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_v4lylubd6tpu23wd
GET https://markdownregistry.com/api/v1/resolve?ref=huaweicloud/huaweicloud-skills/huawei-cloud-optv-solver-assistant
GET https://markdownregistry.com/api/v1/blob/77cfc7e992c39172c1ae53998e18675184f739d9b525351a36a743e8fee5bc8a

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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