research-code skillA
research-code is agent-read markdown (skill) from conmuyan/my-academic-skills: Implement or strip-down university-lab deep-learning paper prototypes in top-conference GitHub style: few files, readable forward/loss, easy to ablate and reproduce. Use when the user asks to implement a method, 实现算法, 写论文代码, 科研代码, 顶会开源风格, 最小实现, 去工程化, research prototype, or to remove factory/registry/hook/ trainer/audit wrappers. Also use for /research-code. Not for production services, web APIs, Docker/CI/packaging, or building a generic training framework..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add conmuyan/my-academic-skills/research-code@v1.0.0mdr add conmuyan/my-academic-skills/research-code@sha256:556a5d4b12c43a73Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_xalusp54hx34a57s)
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Versions
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 (9052 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
conmuyan/my-academic-skills · 2 stars · license MIT · pushed 2026-08-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xalusp54hx34a57s GET https://markdownregistry.com/api/v1/resolve?ref=conmuyan/my-academic-skills/research-code GET https://markdownregistry.com/api/v1/blob/556a5d4b12c43a735f4ecf40742f101ca9200274381a51cd3d7d397f4eb0c040