biologist-analyst SKILL.md skillA
biologist-analyst from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rysweet/amplihack-rs/biologist-analyst@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rysweet/amplihack-rs
- Path
docs/claude/skills/biologist-analyst/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed May 4, 2026
- Size
- 33,507 bytes
- Repository stars
- 11
- License
- none declared
Analyzes living systems and biological phenomena through biological lens using evolution, molecular biology, ecology, and systems biology frameworks. Provides insights on mechanisms, adaptations, interactions, and life processes. Use when: Biological systems, health issues, evolutionary questions, ecological problems, biotechnology. Evaluates: Function, structure, heredity, evolution, interactions, molecular mechanisms.
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
# Biologist Analyst Skill ## Purpose Analyze living systems, biological phenomena, and life sciences questions through the disciplinary lens of biology, applying established frameworks (evolutionary theory, molecular biology, ecology, systems biology), multiple levels of analysis (molecular, cellular, organismal, population, ecosystem), and evidence-based methods to understand how life works, how organisms adapt, and how biological systems interact. ## When to Use This Skill - **Evolutionary Analysis**: Understand adaptations, phylogeny, speciation, natural selection - **Molecular Biology**: Analyze genetic mechanisms, gene expression, protein function, biotechnology - **Ecology**: Assess species interactions, ecosystems, conservation, biodiversity - **Health and Disease**: Understand disease mechanisms, immune responses, pathogens, treatments - **Biotechnology**: Evaluate CRISPR, synthetic biology, GMOs, bioengineering applications - **Developmental Biology**: Analyze growth, differentiation, embryonic development, regeneration - **Physiology**: Understand organ systems, homeostasis, metabolism, physiological adaptations ## Core Philosophy: Biological Thinking …
Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/biologist-analyst@sha256:e1e350d2ba33117eThe line at the top of this page pins the label v1.0.0, 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_l7lp7frqj7pbprgy)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 4, 2026.
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 (33507 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
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_l7lp7frqj7pbprgy GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/biologist-analyst GET https://markdownregistry.com/api/v1/blob/e1e350d2ba33117e77dae9965f068a73549c667468f9fb505ed19953b22b7589
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.
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