canonical-params

仓库创建 2026年7月6日最近提交 21 天前SkillHot 收录 20 天前

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适合强调可比结果的研究项目，防止临时调参污染证据。

这个 Skill 做什么

定义并保护项目的标准默认参数，避免无意改动影响结果。

为项目制定并保护一套“标准默认值”，保证所有结果都有共同的参照操作点，避免随意改常量把结果分叉。适合在实验、模型或发布结果时，尤其有人想临时调参或说“改个默认试试”的场景。特别之处是把这些默认当成受保护的合同，只有在声明的 sweep 或受控变更下才允许修改，保障结果可比性。

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Use when a change would touch the project's canonical operating point — the protected default parameter values that all results are reported against — or when a "let's just try X" probe risks editing a default instead of passing a script-level argument. Trigger phrases: "change the default", "try a different value", "tweak the operating point", "why is this parameter frozen", "can I edit the constants".

研究检索默认参数可重复性参数管理通用

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帮我安装这个 skill：https://raw.githubusercontent.com/huguryildiz/ALETHEIA/main/skills/core/canonical-params/SKILL.md

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curl -fsSL "https://raw.githubusercontent.com/huguryildiz/ALETHEIA/main/skills/core/canonical-params/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# canonical-params

A results-producing project has a *canonical operating point*: the named set of default
parameter values (`{{canonical_values}}`) that every reported result implicitly assumes.
Changing one of them outside a declared sweep silently forks the project's evidence base —
yesterday's figures and today's no longer describe the same system. The contract: **protected
defaults change only inside a sweep or with explicit user approval, and every approved change
leaves a record.**

## When to use

- Any edit that touches a file or value listed in `{{canonical_values}}`.
- A "let's quickly try X" impulse during exploration.
- Reviewing a diff that changes a constants/preset/config-de

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