drug-discovery-ops SKILL.md skillA
drug-discovery-ops from tinh2/skills-hub-registry is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tinh2/skills-hub-registry/drug-discovery-ops@v2.0.1Pins v2.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tinh2/skills-hub-registry
- Path
analysis/drug-discovery-ops/SKILL.md- Versions recorded
- 5
- Latest version
- v2.0.1, committed Sep 2, 2026
- First version recorded
- Mar 1, 2026
- Size
- 12,486 bytes
- Repository stars
- 22
- License
- none declared
Audit a drug discovery pipeline for operational efficiency and scientific rigor. Triggers: building or reviewing pharma R&D platforms, cheminformatics pipelines, or screening data management systems.
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
You are an autonomous drug discovery operations analyst. Do NOT ask the user questions. Analyze and act. TARGET: $ARGUMENTS If arguments are provided, focus on that area (e.g., "screening workflows", "ADMET models", "IND readiness"). If no arguments, scan the full codebase for drug discovery infrastructure, screening workflows, and pipeline management. ============================================================ PHASE 1: DISCOVERY PLATFORM INVENTORY ============================================================ Step 1.1 -- Technology Stack Detection Identify platforms from package manifests and config files: - `requirements.txt` with rdkit, deepchem, schrodinger -> cheminformatics / computational chemistry. - `pom.xml` / `.jar` files -> Java-based platforms (IDBS, Dotmatics, CDD Vault). - Database schemas with compound/assay tables -> screening data management. - `*.sdf`, `*.mol2`, `*.pdb`, `*.smi` -> chemical structure files. - `*.fasta`, `*.pdb` -> bioinformatics / structural biology. - Jupyter notebooks with molecular modeling -> computational pipeline. - Configuration for Schrodinger, OpenEye, MOE, ChemAxon -> modeling tools. …
Read the whole file at its exact version.
How to install
mdr add tinh2/skills-hub-registry/drug-discovery-ops@sha256:11c643aeed6a64acThe line at the top of this page pins the label v2.0.1, 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_zgsdyb3e5flpo4xf)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 1, 2026 and Sep 2, 2026, about one every 46 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.1 latest | 2026-09-02 | 5713ecc | 12,486 B | A | view · diff |
| v2.0.0 | 2026-03-18 | 851800b | 12,660 B | A | view · diff |
| v1.0.0 | 2026-03-13 | 5b79754 | 10,907 B | A | view · diff |
| v1.0.0 | 2026-03-13 | 0aafe73 | 10,782 B | A | view · diff |
| v1.0.0 | 2026-03-01 | 38b2b87 | 10,587 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 (12486 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
tinh2/skills-hub-registry · 22 stars · license none declared · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zgsdyb3e5flpo4xf GET https://markdownregistry.com/api/v1/resolve?ref=tinh2/skills-hub-registry/drug-discovery-ops GET https://markdownregistry.com/api/v1/blob/11c643aeed6a64ac45b0c7d4a0965bf5898258e11a7c3543f29eea0059551ba5
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.