research-lab SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
research-lab from ooooooooooooooooooop/personal-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ooooooooooooooooooop/personal-ai/research-lab@git:20260912.c712e2cPins git:20260912.c712e2c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ooooooooooooooooooop/personal-ai
- Path
skills/research-lab/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260912.c712e2c, committed Sep 12, 2026
- First version recorded
- Aug 26, 2026
- Size
- 4,425 bytes
- Repository stars
- 4
- License
- MIT
使用独立 Research Core 把模型比较、软件评估或其他可证伪问题转化为可恢复、可复现、证据可追溯的研究。 仅用于需要真实执行对照实验的场景：模型/方案/系统的实证对比、基线比较、模型替代评估、消融、盲评、可复现实验。 不用于简单事实查询、只读审计/盘点/调查（即使涉及"证据"）、无需实验的低风险判断，或用户只要求普通文案/解释的场景。.
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
# Research Lab ## 目标 Research Skill 是独立 Research Runtime 的使用协议，不是研究系统本体。它负责识别研究任务、约束研究设计、调用稳定 `research_` 前缀工具，并依据 Evidence 返回结论；实验、统计、Workspace、同步和恢复由 Research Core 负责。 ## 触发门禁 满足任一条件时使用： - 用户要求比较模型、方案或系统，且需要质量、成本或延迟证据。 - 用户提出“能否替代”“是否显著更好”“哪个更可靠”等可证伪问题。 - 结论依赖数据集、Baseline、重复运行、盲评、消融或环境记录。 - 用户要求恢复、复现、审计或跨设备继续既有 Research。 不要用于简单事实查询、单一确定答案、无需实证的文案建议或低成本可逆选择。 ## 硬规则 1. 不得从用户问题直接跳到结论；先建立或验证 ResearchSpec。 2. Spec 至少明确 question、hypotheses、单个 `baseline`、`candidates`、dataset/cases、metrics、decision rules 和 adapters；执行字段以当前 `research validate` 为准。 3. 不具备所需模型、数据或执行能力时返回 `UNSUPPORTED`，不得模拟实验结果。 4. Spec 或执行过程无效时返回 `INVALID`；有效实验但证据不足时返回 `INCONCLUSIVE`。 5. 结论必须引用 Evidence、Run 和 Artifact digest；不能只复述模型输出。 6. 不把 API key、token、私钥、绝对用户路径或 credential value 放入 Spec、Workspace、CAS 或工具参数；只使用设备本地配置或 credential reference。 7. 多设备 revision 冲突必须显式呈现，禁止静默选择最后写入版本。 ## 标准流程 1. **识别任务**：把问题改写成可证伪 question；明确候选方案与 Baseline。 2. **建立 Spec**：若用户已有 Spec，调用 `research_validate`；否则生成便携 JSON 文件后调用 `research_create`。 3. **执行前检查**：用 `research_inspect` 检查 revision、数据集、Adapter 和决策阈值。缺关键条件时停止执行并返回结构化缺口。 4. **执行或恢复**：调用 `research_execute`。已有 run 时传入 run id；中断后调用 `research_continue`，不要创建重复研究冒充恢复。 …
Read the whole file at its exact version.
How to install
mdr add ooooooooooooooooooop/personal-ai/research-lab@sha256:e631fb87a8ddf971The line at the top of this page pins the label git:20260912.c712e2c, 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_qpjruizmnkyoyoc7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 26, 2026 and Sep 12, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260912.c712e2c latest | 2026-09-12 | c712e2c | 4,425 B | A | view · diff |
| git:20260826.f05b8cf | 2026-08-26 | f05b8cf | 4,374 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 (4425 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
ooooooooooooooooooop/personal-ai · 4 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qpjruizmnkyoyoc7 GET https://markdownregistry.com/api/v1/resolve?ref=ooooooooooooooooooop/personal-ai/research-lab GET https://markdownregistry.com/api/v1/blob/e631fb87a8ddf971d5401c1d5fc248d0b7a0969d379d2cf42d5456e20eb85734
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.
More from ooooooooooooooooooop/personal-ai
Every file in ooooooooooooooooooop/personal-ai