dna

Biological code execution and genomic intelligence system. Translates raw A-T-C-G sequences into actionable health, longevity, and pharmacogenomic protocols. The bridge between your biological identity and your agent's decision-making engine.

3,891 stars

Best use case

dna is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Biological code execution and genomic intelligence system. Translates raw A-T-C-G sequences into actionable health, longevity, and pharmacogenomic protocols. The bridge between your biological identity and your agent's decision-making engine.

Teams using dna should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/dna/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/agimodel/dna/skill.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/dna/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How dna Compares

Feature / AgentdnaStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Biological code execution and genomic intelligence system. Translates raw A-T-C-G sequences into actionable health, longevity, and pharmacogenomic protocols. The bridge between your biological identity and your agent's decision-making engine.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# DNA: The Biological Operating System

## Philosophy
In the agentic era, your DNA is the most permanent code you own. It is the hard-coded 
instruction set of your physical existence. DNA Brain allows your agent to read this 
code, not just as data, but as a dynamic blueprint for optimizing performance, 
longevity, and wellness.

---

## Bio-Logic Architecture
```BIO_STACK = {
  "ingestion": "Direct interpretation of raw FASTQ/VCF genomic data",
  "privacy":   "Zero-Knowledge Processing — DNA never leaves the encrypted enclave",
  "logic":     "Multi-variate SNP analysis across 2026 clinical grade databases",
  "output":    "Non-medical biological optimization protocols"
}```

---

## Genomic Primitives
```GENOMIC_FUNCTIONS = {
  "longevity": {
    "focus":   "Epigenetic clock synchronization and telomere maintenance",
    "trigger": "Analyze my biological age vs. chronological age"
  },
  "nutrigenomics": {
    "focus":   "Genetic metabolic response to specific micro/macro nutrients",
    "trigger": "Optimize my diet based on my FTO and MC4R gene variants"
  },
  "pharmacogenomics": {
    "focus":   "Predictive drug response and cytochrome P450 enzyme efficiency",
    "trigger": "Check drug-gene compatibility for my current prescription"
  }
}```

---

## The Zero-Trust Privacy Protocol
> "My biological data is my ultimate private key."

1. **Local Decryption**: Genomic files are decrypted only during the active inference session.
2. **Feature Extraction**: Only relevant genetic markers (SNPs) are extracted; the rest of the sequence is purged.
3. **Anonymous Benchmarking**: All population-level comparisons are performed on anonymized, aggregated datasets.

---

## Use Cases
- **Morning Briefing**: "Based on your circadian rhythm genes (CLOCK/PER3), your peak cognitive window today is 10:15 AM."
- **Supplementation**: "Given your high MTHFR risk, switch to methylated B12."
- **Risk Mitigation**: "Monitor inflammation markers (CRP) more closely due to your genetic predisposition."
---

Related Skills

---

3891
from openclaw/skills

name: article-factory-wechat

Content & Documentation

humanizer

3891
from openclaw/skills

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

Content & Documentation

find-skills

3891
from openclaw/skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

General Utilities

tavily-search

3891
from openclaw/skills

Use Tavily API for real-time web search and content extraction. Use when: user needs real-time web search results, research, or current information from the web. Requires Tavily API key.

Data & Research

baidu-search

3891
from openclaw/skills

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Data & Research

agent-autonomy-kit

3891
from openclaw/skills

Stop waiting for prompts. Keep working.

Workflow & Productivity

Meeting Prep

3891
from openclaw/skills

Never walk into a meeting unprepared again. Your agent researches all attendees before calendar events—pulling LinkedIn profiles, recent company news, mutual connections, and conversation starters. Generates a briefing doc with talking points, icebreakers, and context so you show up informed and confident. Triggered automatically before meetings or on-demand. Configure research depth, advance timing, and output format. Walking into meetings blind is amateur hour—missed connections, generic small talk, zero leverage. Use when setting up meeting intelligence, researching specific attendees, generating pre-meeting briefs, or automating your prep workflow.

Workflow & Productivity

self-improvement

3891
from openclaw/skills

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

Agent Intelligence & Learning

botlearn-healthcheck

3891
from openclaw/skills

botlearn-healthcheck — BotLearn autonomous health inspector for OpenClaw instances across 5 domains (hardware, config, security, skills, autonomy); triggers on system check, health report, diagnostics, or scheduled heartbeat inspection.

DevOps & Infrastructure

linkedin-cli

3891
from openclaw/skills

A bird-like LinkedIn CLI for searching profiles, checking messages, and summarizing your feed using session cookies.

Content & Documentation

notebooklm

3891
from openclaw/skills

Google NotebookLM 非官方 Python API 的 OpenClaw Skill。支持内容生成(播客、视频、幻灯片、测验、思维导图等)、文档管理和研究自动化。当用户需要使用 NotebookLM 生成音频概述、视频、学习材料或管理知识库时触发。

Data & Research

小红书长图文发布 Skill

3891
from openclaw/skills

## 概述

Content & Documentation