logic SKILL.md skillA
logic from skymanbp/sci-paper is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add skymanbp/sci-paper/logic@git:20261002.7e38af6Pins git:20261002.7e38af6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- skymanbp/sci-paper
- Path
skills/logic/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261002.7e38af6, committed Oct 2, 2026
- First version recorded
- Aug 27, 2026
- Size
- 5,792 bytes
- Repository stars
- 6
- License
- a license file GitHub does not identify
逻辑与统计核查（测量原件，只产 finding，不改稿）：claim graph 的循环论证、断链、偷换条件、充分/必要条件错误、未声明假设；样本与 split、CV/grouping、泄漏防护、metric、uncertainty、多重比较、prior 的可复现性；以及声明-证据纪律的审查端——动词强度不得超过证据强度。findings 走 sci-paper.feedback.v1。可单独运行，也是 /sci-paper:paper-review 维度 C 的唯一来源。Use for: 逻辑检查, 论证是否成立, 统计方法学, 数据泄漏, 多重比较, 声明证据纪律, claim-evidence, over-claim 检查。.
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
# logic — 逻辑与统计核查（测量原件） > **Normative authority:** `docs/SCIPAPER_STANDARD.md`。findings 一律用 > `sci-paper.feedback.v1` 的后果类别与 measurement state。 > `/sci-paper:paper` 定义"声明-证据纪律"；本 skill 是它的**审查端**。 **这是测量原件：只产 finding，不改稿。** 措辞层面的弱化改写由组合 skill 路由到 `/sci-paper:de-ai` Pass 3，并受该 skill 的 Preserve List 约束——**不得为了降低 风险把证据绑定的 hedging 改强，也不得为避词改动数字、引用或 stance**。 ## 0. 取证纪律 1. **每条声明当轮定位到证据。** 声明的支撑必须在本轮从正文数字、图、表或引用 重新读到，记忆和旧报告只能帮助定位。 2. **grep 只定位。** 命中与未命中都要 Read 上下文确认语义。 3. **不能验证就标 unmeasured。** 无法访问数据、脚本或 companion 时显式说明缺口， 不能因为查不到就当作支撑成立。 4. **不可得不等于零 finding。** ## 1. claim graph 从全文抽出经验声明与推理链，检查： - **循环论证** —— 结论被用来支撑自己的前提。 - **断链** —— 中间步骤缺失，结论推不出来。 - **偷换条件** —— 前提在推理过程中被悄悄放宽或收紧。 - **充分/必要条件错误** —— 把"必要"当"充分"用，或反之。 - **未声明假设** —— 论证依赖但从未写出来的前提。 无效推理、错误外推或 unsupported conclusion 为 `integrity_blocker`。 合法但表达不清的逻辑连接通常是 `advisory`。 ## 2. 统计方法学 逐项检查可复现性： - 样本定义、split 方式、CV / grouping 策略； - **泄漏防护** —— train/test 之间、特征构造与标签之间、同源样本跨 split； - metric 定义与其适用前提； - uncertainty 的定义、来源与样本量； - 多重比较是否校正； - prior（log-uniform / flat / informative）是否声明。 无效统计、数据泄漏为 `integrity_blocker`。 **边界（canonical home — 本条）**：本维度管**经验方法学**。估计量本身的 …
Read the whole file at its exact version.
How to install
mdr add skymanbp/sci-paper/logic@sha256:5225274d8747b198The line at the top of this page pins the label git:20261002.7e38af6, 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.
[](https://markdownregistry.com/a/art_hu3ddsrnn7y5tdho)
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Versions
The registry has recorded 2 versions of this file, between Aug 27, 2026 and Oct 2, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.7e38af6 latest | 2026-10-02 | 7e38af6 | 5,792 B | A | view · diff |
| git:20260827.b2a4a9b | 2026-08-27 | b2a4a9b | 5,735 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5792 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
skymanbp/sci-paper · 6 stars · license a license file GitHub does not identify · pushed 2026-10-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hu3ddsrnn7y5tdho GET https://markdownregistry.com/api/v1/resolve?ref=skymanbp/sci-paper/logic GET https://markdownregistry.com/api/v1/blob/5225274d8747b198299042a219db288b17cf10c6741ed12d8373d29d9c7d8d7e
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.