author-strategy SKILL.md skillA
author-strategy from aperivue/medsci-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aperivue/medsci-skills/author-strategy@git:20261002.a99bcb0Pins git:20261002.a99bcb0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aperivue/medsci-skills
- Path
skills/author-strategy/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261002.a99bcb0, committed Oct 2, 2026
- First version recorded
- Apr 18, 2026
- Size
- 8,016 bytes
- Repository stars
- 346
- License
- MIT
Use when analyzing a researcher's publication record from PubMed. Fetches an author's papers, classifies study types and author position, charts the patterns and writes a strategy report, with an optional trajectory-archetype classification. Works from PubMed metadata only.
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
# /author-strategy — PubMed Author Strategy Analysis
Work from PubMed metadata and the title/abstract text already fetched — nothing else. Do not
retrieve full text, follow external links, or resolve preprints. Signals that need citations,
citation half-life, venue-impact tier, repository/preprint links, or corresponding-author role are
`unavailable` and surface as `[VERIFY]` — never inferred.
## Prerequisites
- Python 3.10+ with `biopython`, `pandas`, `matplotlib`, `seaborn`, and `pyyaml` (PyYAML is required by the archetype classifier and the rubric renderer)
- Scripts: `${CLAUDE_SKILL_DIR}/fetch_pubmed.py`, `${CLAUDE_SKILL_DIR}/analyze_patterns.py`, `${CLAUDE_SKILL_DIR}/pubmed_parse.py` (stdlib parser), `${CLAUDE_SKILL_DIR}/classify_archetypes.py`, `${CLAUDE_SKILL_DIR}/render_archetype_doc.py`
- Rubric: `${CLAUDE_SKILL_DIR}/references/trajectory_archetypes.yaml` (canonical) and `${CLAUDE_SKILL_DIR}/references/trajectory_archetypes.md` (generated)
## Workflow
### Step 1: Gather Input
Ask the user for:
1. **Author name** (PubMed format, e.g., "Kim DK" or "Lee KS")
2. **Last name** for position classification (auto-detected if ambiguous)
…Read the whole file at its exact version.
How to install
mdr add aperivue/medsci-skills/author-strategy@sha256:872932f290f97e9dThe line at the top of this page pins the label git:20261002.a99bcb0, 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_bw2wpzgcfmqs6vvj)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Apr 18, 2026 and Oct 2, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.a99bcb0 latest | 2026-10-02 | a99bcb0 | 8,016 B | A | view · diff |
| git:20260930.c8ed96c | 2026-09-30 | c8ed96c | 7,445 B | A | view · diff |
| git:20260930.30387c2 | 2026-09-30 | 30387c2 | 7,460 B | A | view · diff |
| git:20260930.913abeb | 2026-09-30 | 913abeb | 7,393 B | A | view · diff |
| git:20260619.f3de927 | 2026-06-19 | f3de927 | 9,209 B | A | view · diff |
| git:20260609.c54df30 | 2026-06-09 | c54df30 | 4,510 B | A | view · diff |
| git:20260418.11caf95 | 2026-04-18 | 11caf95 | 4,499 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 (8016 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
aperivue/medsci-skills · 346 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bw2wpzgcfmqs6vvj GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/author-strategy GET https://markdownregistry.com/api/v1/blob/872932f290f97e9d0679932bcbf0183e944a411a7bddeb71defd0d80c99e0c45
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.