k-dense-ai/scientific-agent-skills · skills/pytdc/SKILL.md

pytdc skillA

pytdc is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Use Therapeutics Data Commons through the PyTDC Python package for registry discovery, approved dataset access, task-aware splits, evaluator metrics, benchmark groups, and bounded molecular-oracle workflows..

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

Latest version
mdr add k-dense-ai/scientific-agent-skills/pytdc@v1.2
Exact content
mdr add k-dense-ai/scientific-agent-skills/pytdc@sha256:ca04c0c553f4de66

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bfixbmry7bj3cge4.svg)](https://markdownregistry.com/a/art_bfixbmry7bj3cge4)

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Versions

versioncommittedcommitsizeaudit
v1.2 latest2026-09-02 1e5eeff 13,344 BA view · diff
v1.12026-07-26 b085e11 12,386 BA view · diff
v1.12026-07-23 825f800 12,389 BA view · diff
git:20260611.1b8fae32026-06-11 1b8fae3 12,720 BA view · diff
v1.02026-05-27 0936740 12,715 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13344 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

GitHub

k-dense-ai/scientific-agent-skills · 45,352 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bfixbmry7bj3cge4
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/pytdc
GET https://markdownregistry.com/api/v1/blob/ca04c0c553f4de66d69f1a8c9836732f7428424f8ca41442b6f7fc3d34342eb9

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.