researchharness SKILL.md skillA
researchharness from black-yt/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add black-yt/skills/researchharness@git:20260716.8bee89fPins git:20260716.8bee89f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- black-yt/skills
- Path
researchharness/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260716.8bee89f, committed Jul 16, 2026
- First version recorded
- Jun 11, 2026
- Size
- 6,883 bytes
- Repository stars
- 16
- License
- none declared
Use when installing, configuring, running, embedding, deploying, or debugging InternScience ResearchHarness as a lightweight tool-using LLM agent runtime, including CLI runs, local frontend UI, OpenAI-compatible API server, Python API, tool selection, workspaces, traces, compaction, tests, and read-only source inspection.
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
# ResearchHarness ## 总览 - ResearchHarness 是轻量、可审计的 tool-using LLM agent runtime，支持 CLI、本地前端、Python API 和 OpenAI-compatible API server。 - 主文件保留使用边界和 reference 导航；涉及安装、环境变量、API 协议、tools、workspace、trace 或测试时，按下面导航读取对应 reference。 - 任何源码阅读都只用于确认行为和参数，不能修改第三方源码、`site-packages`、editable checkout 或共享环境。 ## 上游版本锚点 - 当前 skill 对照 ResearchHarness GitHub `VERSION`：`v0.0.52`。 - 当前 skill 对照 GitHub HEAD：`72e8a44737aadabc8c3f9e5c7ea76883b9c7032f`。 - 维护本 skill 前，先重新检查上游 `VERSION` 和 HEAD；如果任一变化，必须阅读 README、`.env.example`、官方教程和相关源码后再更新。 ## 文件导航 | 序号 | 文件内容概览 | 关键词 | 触发时机 | 文件路径 | | --- | --- | --- | --- | --- | | 1 | 概括 ResearchHarness 的定位和边界，说明 CLI、本地 UI、Python API、OpenAI-compatible server 四种模式、必须先配置工具 key、workspace/trace 安全和禁止修改源码/共享环境。 | ResearchHarness、agent runtime、CLI、local UI、Python API、OpenAI-compatible API、tool keys、workspace、trace、source read-only、shared env、safety boundary | 触发本 skill 后默认读取；判断是否适合用 ResearchHarness 前；开始安装/运行/部署/调试前；涉及工具 key、workspace、trace 或源码阅读边界时读取 | `SKILL.md` | …
Read the whole file at its exact version.
How to install
mdr add black-yt/skills/researchharness@sha256:e18ae9df0642b3d1The line at the top of this page pins the label git:20260716.8bee89f, 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_e5wfzqc3fe5rswcr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 11, 2026 and Jul 16, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260716.8bee89f latest | 2026-07-16 | 8bee89f | 6,883 B | A | view · diff |
| git:20260713.9b7b32b | 2026-07-13 | 9b7b32b | 6,600 B | A | view · diff |
| git:20260629.3eb77a1 | 2026-06-29 | 3eb77a1 | 5,907 B | A | view · diff |
| git:20260613.2b94c80 | 2026-06-13 | 2b94c80 | 5,477 B | A | view · diff |
| git:20260611.295e62a | 2026-06-11 | 295e62a | 5,106 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 (6883 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
black-yt/skills · 16 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_e5wfzqc3fe5rswcr GET https://markdownregistry.com/api/v1/resolve?ref=black-yt/skills/researchharness GET https://markdownregistry.com/api/v1/blob/e18ae9df0642b3d144d35856780d85139909c39cf80ea0d2966b14085eaf10bc
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.