Skip to content
Agentmart
Submit a tool

hsmodel

Train and serialize allowlisted hscredit models, run AutoTuner, inspect losses, calibrate probabilities, and generate model explanation tables.

Skill by hengshu-credit

IndexedMIT★ 21
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/hengshu-credit-hsmodel

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Train and serialize allowlisted hscredit models, run AutoTuner, inspect losses, calibrate probabilities, and generate model explanation tables. Use when the task is model lifecycle work rather than a complete Excel report.

Use cases: documents, spreadsheets, productivity

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/hsmodel

What's inside

Skill name
hsmodel
Description
Train and serialize allowlisted hscredit models, run AutoTuner, inspect losses, calibrate probabilities, and generate model explanation tables. Use when the task is model lifecycle work rather than a complete Excel report.
License
MIT
Instructions
9 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (7)

  • .gitkeep
  • SKILL.md
  • openai.yaml · agents/
  • operations.md · references/
  • runtime.json
  • request.schema.json · schemas/
  • run.py · scripts/

SKILL.md (first lines)

# HSCredit 模型

登记操作：`model_fit`、`model_predict`、`model_evaluate`、`compare_models`、`model_tune`、`model_calibrate`、`model_explain`、`component_create`、`loss_info`。

`model_fit` 使用 `parameters.model` 和 `model_params` 选择当前公开模型；训练数据来自 `inputs.data`，目标字段由 `target` 指定。`model_tune` 使用 `AutoTuner.create`，需要 `n_trials`，缺少 Optuna 时使用隔离 `tune` extra。`model_calibrate` 和 `model_explain` 使用 `inputs.model` 的可信制品或同进程对象。

模型制品只在用户明确确认来源后用 `trusted=true` 载入。大表结果保存为 Excel，模型和 tuner 保存为 hscredit artifact。

From hengshu-credit/hscredit, MIT.

More from hengshu-credit/hscredit

Signals

Stars
21
Forks
6
Open issues
2
Last commit (this folder)
Oct 20, 2026 (9 days ago)
Last release
Oct 9, 2026 (20 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/hengshu-credit/hscredit
Website
hscredit.hengshucredit.com
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from hengshu-credit

Cite this page

hsmodel skill. Agent Mart. https://agentmart.dev/skills/hengshu-credit-hsmodel (last updated 2026-10-24)