evo2

GitHub

用于DNA/RNA/蛋白质序列生成、评分及变异效应分析的Agent技能,涵盖模型验证、结果审计与实验前验证流程。

skills/evo2/SKILL.md advaitpaliwal/feynman

Trigger Scenarios

DNA/RNA/蛋白质序列生成 生物序列评分或Likelihood计算 变异效应分析 长上下文生物建模

Install

npx skills add advaitpaliwal/feynman --skill evo2 -g -y
More Options

Use without installing

npx skills use advaitpaliwal/feynman@evo2

指定 Agent (Claude Code)

npx skills add advaitpaliwal/feynman --skill evo2 -a claude-code -g -y

安装 repo 全部 skill

npx skills add advaitpaliwal/feynman --all -g -y

预览 repo 内 skill

npx skills add advaitpaliwal/feynman --list

SKILL.md

Frontmatter
{
    "name": "evo2",
    "description": "Use Evo2-style biological sequence models for generation, scoring, or variant-effect analysis. Use when a task asks about DNA\/RNA\/protein sequence likelihood, editing, design, or long-context biological modeling."
}

Evo2

Use this skill for biological sequence-model work.

Workflow:

  1. Define the sequence type, coordinate system, genome/proteome source, objective, constraints, and evaluation metric.
  2. Verify the model endpoint, checkpoint, tokenizer, max context, and license/access boundary before running.
  3. Save input sequences, prompts or scoring windows, model version, parameters, seeds, raw outputs, and parsed tables.
  4. Separate source-owned biological facts from model-owned scores, generated variants, or predictions.
  5. Validate top candidates against databases, conservation, known motifs, structure, or experiments before presenting them as actionable.

Keep generated sequences bounded and auditable.

Version History

  • 54d08a3 Current 2026-07-25 07:15

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Metadata

Files
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Version
dfdcb7c
Hash
6fa32476
Indexed
2026-07-25 07:15

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