the-mindscape-of-bro-tsong/docs/MODEL_CARD_CONTRACT.md

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# Model Card Contract
Each human-readable model card in `cards/` must include the sections below.
Section contents should be Chinese when the source material is Chinese. English may appear in IDs, aliases, source terms, and field labels.
## Required Sections
## 模型名称
The human-readable model name.
## 模型 ID
The stable machine ID used by model JSON, source excerpts, regression cases, selector rules, and indexes.
## 一句话定义
One concise sentence explaining what the model does.
## 模型类型
The model type, aligned with `schemas/model_card.schema.json`.
## 所在流程位置
Where the model belongs in the processing pipeline.
## 来源文章
Source article IDs and titles.
## 来源证据片段
Evidence excerpt IDs and what each excerpt supports.
## 核心问题
The core question this model answers.
## 核心机制
The reusable mechanism or operating logic of the model.
## 输入类型
Inputs the model can accept.
## 输出类型
Outputs the model should produce.
## 适用场景
When the model should be called.
## 不适用场景
When the model should not be called.
## 调用关键词
Trigger keywords or expressions that suggest the model may apply.
## 负向触发条件
Expressions, task types, or contexts that should suppress the model.
## 相关模型
Models that can be called before, after, or alongside this model.
## 冲突模型
Models or flows that should not be used together without arbitration.
## 学科底座关联
Disciplines, theories, or knowledge bases that anchor the model.
## 常见误用
Common misuse patterns.
## 失败信号
Signals that the model was called incorrectly or produced unstable output.
## 可信度等级
The current confidence level and why.
## 稳固性状态
The current stability level and whether stabilization is still required.
## 稳定性评估
Assessment across concept clarity, mechanism stability, boundary clarity, source evidence quality, and regression performance.
## 回归测试状态
Regression status and current coverage.
## 示例输入
Representative inputs.
## 示例输出
Representative outputs.
## 输出契约
The expected structure or elements of model output.
## 深度控制
Depth limits, stop conditions, or overuse warnings.
## 产品化建议
Notes for selector, workflow, product integration, or future stabilization.
## 版本信息
Version, last updated date, and draft/stability status.
## Additional Sections
Cards may include additional explanatory sections after the required sections.
Required sections may contain `无` only when the model genuinely has no value for that field, and the reason must be clear.