bio-research-start SKILL.md skillA

bio-research-start from aicodedecode/awesome-muse-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aicodedecode/awesome-muse-skills/bio-research-start@git:20261010.2c068ca

Pins git:20261010.2c068ca in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aicodedecode/awesome-muse-skills
Path
skills-imported/bio-research-start/SKILL.md
Versions recorded
1
Latest version
git:20261010.2c068ca, committed Oct 10, 2026
Size
3,934 bytes
Repository stars
25
License
MIT

Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization connectors are connected, or surveying available analysis skills before starting a new project.

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

<!-- Provenance: adapted from anthropics/knowledge-work-plugins (Apache-2.0, (c) Anthropic).
Original skill: https://github.com/anthropics/knowledge-work-plugins/tree/main/bio-research/skills/start. Changes for Muse AI: Claude/Cowork product refs -> Muse AI; MCP -> connector; CLAUDE.md -> MUSE.md; ${CLAUDE_PLUGIN_ROOT} -> this skill's directory; /plugin:command refs -> skill refs. -->

# Bio-Research Start

> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](./CONNECTORS.md).

You are helping a biological researcher get oriented with the bio-research plugin. Walk through the following steps in order.

## Step 1: Welcome

Display this welcome message:

```
Bio-Research Plugin

Your AI-powered research assistant for the life sciences. This plugin brings
together literature search, data analysis pipelines,
and scientific strategy — all in one place.
```

## Step 2: Check Available connector Servers

Test which connectors are connected by listing available tools. Group the results:

**Literature & Data Sources:**
- ~~literature database — biomedical literature search
- ~~literature database — preprint access (biology and medicine)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aicodedecode/awesome-muse-skills/bio-research-start@sha256:78eb2aa45abb2e77

The line at the top of this page pins the label git:20261010.2c068ca, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sscxrypbqhbdrnj5.svg)](https://markdownregistry.com/a/art_sscxrypbqhbdrnj5)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 10, 2026.

versioncommittedcommitsizeaudit
git:20261010.2c068ca latest2026-10-10 2c068ca 3,934 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (3934 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

aicodedecode/awesome-muse-skills · 25 stars · license MIT · pushed 2026-10-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sscxrypbqhbdrnj5
GET https://markdownregistry.com/api/v1/resolve?ref=aicodedecode/awesome-muse-skills/bio-research-start
GET https://markdownregistry.com/api/v1/blob/78eb2aa45abb2e779a9668cce9714af113a7c1b64170ea4cc71c287271bba6d9

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.

More from aicodedecode/awesome-muse-skills

21st-dev SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/21st-dev/SKILL.md
git:20260930.0d0ec3e · audit C · 25 stars
3d-web-experience SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/3d-web-experience/SKILL.md · Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes…
git:20260927.806f3e1 · audit A · 25 stars
a-b-test-design SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/a-b-test-design/SKILL.md · Design an A/B experiment — hypothesis, variants, primary metric, and sample size. Use when a change can be measured…
git:20260927.806f3e1 · audit A · 25 stars
a-philosophy-of-software-design SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/a-philosophy-of-software-design/SKILL.md · Apply John Ousterhout-inspired software design rules when reducing complexity, designing module boundaries, or…
git:20260927.806f3e1 · audit A · 25 stars
a11y-audit-uxui SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/a11y-audit-uxui/SKILL.md · Audit a UI or design against WCAG 2.2 AA/AAA and ARIA patterns, returning criterion-referenced findings with severity…
git:20260927.806f3e1 · audit A · 25 stars
a11y-audit SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/a11y-audit/SKILL.md · Accessibility audit skill for scanning, fixing, and verifying WCAG 2.2
git:20260927.806f3e1 · audit A · 25 stars
ab-test-setup SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/ab-test-setup/SKILL.md · When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B…
git:20260927.806f3e1 · audit A · 25 stars
abc-xyz-segmentation SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/abc-xyz-segmentation/SKILL.md · Segment a SKU portfolio on value (ABC) and demand variability (XYZ), produce the 9-box with a planning policy per cell…
git:20260927.806f3e1 · audit A · 25 stars
academic-cv-builder SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/academic-cv-builder/SKILL.md · Format CVs for academic positions, including publications, grants, teaching, and research experience. Use when the user…
git:20260927.806f3e1 · audit A · 25 stars
academy-guide SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/academy-guide/SKILL.md · Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it…
git:20260927.806f3e1 · audit A · 25 stars
accessibility-audit SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/accessibility-audit/SKILL.md · Audit an existing interface against WCAG, producing findings with severity ratings and remediation steps. Use when you…
git:20260927.806f3e1 · audit A · 25 stars
accessibility-auditor SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/accessibility-auditor/SKILL.md · Web accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites…
git:20260927.806f3e1 · audit B · 25 stars

Every file in aicodedecode/awesome-muse-skills

Browse by kind, by grade A, or by owner.