model-selection
Skill10 starsChanged 4 months agoNo licenceView on GitHub
智能模型选择决策树引擎。不是查表，而是通过是/否问题逐步推理出最优模型。覆盖预测、分类、优化、评价、动态系统、网络六大类，含数据量判断、特征判断、假设检验、替代方案推荐。在2analysis-modeling阶段使用。
16 other projects use a version of this.
Adopted by
Most recently taken up by
- Walsworth-Group/physkittheir own version, first seen Nov 8, 2026
- github/squadtheir own version, first seen Nov 8, 2026
- agentstation/skillstheir own version, first seen Nov 1, 2026
- microsoft/github-vteam-industry-demostheir own version, first seen Oct 25, 2026
- nimadorostkar/Claude-Skills-collectiontheir own version, first seen Oct 13, 2026
- awslabs/agent-pluginstheir own version, first seen Oct 13, 2026
Used with
Projects with it also use architectural-proposals, ci-validation-gates and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Microsoft AzureSkillarchitectural-proposals
How to write comprehensive architectural proposals that drive alignment before code is written
Also in 3 projects that use this
- Microsoft AzureSkill
ci-validation-gates
Defensive CI/CD patterns: semver validation, token checks, retry logic, draft detection — earned from v0.8.22
Also in 3 projects that use this
- +10 more from Azure
Other versions16 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 16
- github/gh-aw★ 5.6ksame name
- github/squad★ 3.4ksame name
- leookun/cursor-byok★ 3.2ksame name
- awslabs/agent-plugins★ 918same name
- Resgrid/Core★ 238same name
- nimadorostkar/Claude-Skills-collection★ 33same name
- Azure/apiops-cli★ 32same name
- yuanhao667/Skills★ 10same name
- tstapler/dotfiles★ 8same name
- Walsworth-Group/physkit★ 7same name
6 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository36 other files it gives its agents.
- 00-systemSkill
- 01-start-mathmodelSkill
- 02-analysis-modelingSkill
- 03-hypothesisSkill
- 03-model-selectionSkill
- 04-codingSkill
- 04-coding-visualSkill
- 05-result-analysisSkill
- 05-visualizationSkill
- 06-drawioSkill
- 06-experiment-managerSkill
- 07-result-analysisSkill
- 07-writingSkill
- 08-reviewer-modeSkill
- 09-verifySkill
- 09-writingSkill
- 10-innovation-engineSkill
- 11-reviewer-modeSkill
- 12-verifySkill
- 1start-mathmodelSkill
- 2analysis-modelingSkill
- 3coding-visualSkill
- 4drawioSkill
- 5writingSkill
- 6veritySkill
- anti-ai-writingSkill
- challenge-yourselfSkill
- cumcm-paper-writingSkill
- domain-knowledgeSkill
- innovation-engineSkill
- latex-cjk-setupSkill
- math-modelingSkill
- paper-scoreSkill
- project-managerSkill
- reviewer-modeSkill
- visualization-reviewSkill
The file
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.