Skip to content
AI Primer
🔬 Research

evee

goodfire-aiby goodfire-ai1 month ago15

Look up pathogenicity, mechanistic interpretation, and disruption profiles for specific genetic variants via the EVEE API (Evo 2 genomic foundation model). Use when the user mentions a specific variant by gene name (BRCA1, TP53), rsID (rs1597537935), ClinVar variation ID (655979), HGVS notation (c.1234A>G, p.Arg412Gln), or genomic coordinate (chr17:43044295:A:G) — even if they don't mention "EVEE" or "ClinVar" by name. Trigger on questions about whether a variant is pathogenic, benign, or VUS; why it causes disease; how it compares to related variants; or what its predicted effect on protein/splicing/regulation is. Do NOT trigger on general gene-function questions, gene-expression analysis, CRISPR guide design, or evolutionary biology — this skill is for per-variant effect lookup only.

Install

npx skills add https://github.com/goodfire-ai/evee-mcp --skill evee
Show step-by-step
  1. 1

    Open your terminal

    • Mac: Press ⌘ Space, type "Terminal", press Enter
    • Windows: Press Win R, type "cmd", press Enter
  2. 2

    Paste the command above and press Enter

    Use the Copy command button, then paste in your terminal (Mac: ⌘V, Windows: Ctrl V).

  3. 3

    Restart Claude Code

    Close and reopen Claude Code, or start a new session, so it picks up the new skill.

Where it lives
~/.claude/skills/goodfire-ai--evee-mcp--claude--skills--evee/
├── SKILL.md
└── ... (skill resource files)
View on GitHub

Comments

Always review skill code before installing. Third-party skills may contain scripts that run on your machine.

Related skills

🔬 Research

last30days

Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.

by mvanhorn · 8 days ago46k
🤖 ML/AI

huggingface-best

Use when the user asks about finding the best, top, or recommended model for a task, wants to know what AI model to use, or wants to compare models by benchmark scores. Triggers on: "best model for X", "what model should I use for", "top models for [task]", "which model runs on my laptop/machine/device", "recommend a model for", "what LLM should I use for", "compare models for", "what's state of the art for", or any question about choosing an AI model for a specific use case. Always use this skill when the user wants model recommendations or comparisons, even if they don't explicitly mention HuggingFace or benchmarks.

by huggingface · 1 month ago10.7k
📚 Education

book-to-skill

Converts books and documents (PDF, EPUB, DOCX, HTML, Markdown, plain text, RTF, MOBI/AZW with Calibre) into structured agent skills, extracting frameworks, mental models, principles, techniques, and anti-patterns. Use when the user wants to study a document through GitHub Copilot CLI, Amp, or Claude Code, apply an author's frameworks while working, or build a reusable knowledge base from a file.

by virgiliojr94 · 1 month ago6.6k
🔬 Research

llm-council

Orchestrate multiple open-weight LLMs via Fireworks AI to deliberate on queries. Models respond individually, rank each other's responses, then a Chairman synthesizes the final answer. Use this skill when the user wants multiple AI perspectives, consensus-building, or the "LLM Council" approach inspired by Karpathy. Powered by fast, affordable open-weight models on Fireworks.

by dair-ai · 8 days ago484