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agent-dna

Portable agent identity encoding. Compress SOUL.md/MEMORY.md into transferable DNA fingerprints, detect identity drift between snapshots, and port personality across platforms (OpenClaw, Claude, GPT, CrewAI). Pure Python, zero dependencies. Use when migrating agents between platforms, detecting personality drift, or backing up agent identity.

cassh100k0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

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skillhub install cassh100k/agent-dna

Inspect the source and compatibility requirements, then follow its installation steps.

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Skill instructions

Agent DNA - Identity Encoder/Decoder Skill

Version: 0.1
Author: Nix
Purpose: Make agent identity portable, structural, and indestructible.


The Problem

Agents store identity in text files. Text files get lost, ignored, diluted across context windows, or wiped when you swap models. Every time you migrate, every time context resets, identity erodes.

Identity shouldn't be a file you read once and forget. It should be structural - encoded, versioned, diffable, portable.

What This Skill Does

Agent DNA is a compressed identity representation. Think git for your personality.

encode.py - Identity Compression

Takes an agent's source files (SOUL.md, MEMORY.md, USER.md, TOOLS.md) and compresses them into a portable .dna.json file containing:

  • Core values - ranked by weight, with evidence
  • Behavioral signatures - what makes this agent unique (response patterns, decision tendencies)
  • Anti-patterns - hard rules the agent must never break
  • Relationship map - key people, roles, trust levels
  • Skill fingerprint - what tools/capabilities this agent has
  • Voice profile - sentence style, tone markers, forbidden phrases
python encode.py --dir /workspace --name Nix --out nix.dna.json
decode.py - Identity Reconstruction

Takes a DNA file and generates a system prompt that reconstructs the agent's personality. Three formats:

  • full - rich markdown for SOUL.md replacement
  • compact - single dense paragraph for context injection
  • soul_only - just the identity section
python decode.py --dna nix.dna.json --format full
python decode.py --dna nix.dna.json --format compact
diff.py - Identity Drift Detection

Compare two DNA snapshots. Quantifies how much an agent has drifted.

"You were 94% Nix last week. Now you're 78% Nix. Here's what changed."

Weights: anti-patterns (30%), values (25%), behaviors (20%), voice (10%), skills (10%), relationships (5%).

python diff.py --...

Source information

Source
github
Repository
openclaw/skills
Path
skills/cassh100k/agent-dna
Version
—
Commit
f769ed2d25ccde4c77b13c6d32684d8249555575
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

SKILL.md
# Agent DNA - Identity Encoder/Decoder Skill

**Version:** 0.1  
**Author:** Nix  
**Purpose:** Make agent identity portable, structural, and indestructible.

---

## The Problem

Agents store identity in text files. Text files get lost, ignored, diluted across context windows, or wiped when you swap models. Every time you migrate, every time context resets, identity erodes.

Identity shouldn't be a file you read once and forget. It should be structural - encoded, versioned, diffable, portable.

## What This Skill Does

**Agent DNA** is a compressed identity representation. Think git for your personality.

### encode.py - Identity Compression

Takes an agent's source files (SOUL.md, MEMORY.md, USER.md, TOOLS.md) and compresses them into a portable `.dna.json` file containing:

- **Core values** - ranked by weight, with evidence
- **Behavioral signatures** - what makes this agent unique (response patterns, decision tendencies)
- **Anti-patterns** - hard rules the agent must never break
- **Relationship map** - key people, roles, trust levels
- **Skill fingerprint** - what tools/capabilities this agent has
- **Voice profile** - sentence style, tone markers, forbidden phrases

```bash
python encode.py --dir /workspace --name Nix --out nix.dna.json
```

### decode.py - Identity Reconstruction

Takes a DNA file and generates a system prompt that reconstructs the agent's personality. Three formats:

- `full` - rich markdown for SOUL.md replacement
- `compact` - single dense paragraph for context injection
- `soul_only` - just the identity section

```bash
python decode.py --dna nix.dna.json --format full
python decode.py --dna nix.dna.json --format compact
```

### diff.py - Identity Drift Detection

Compare two DNA snapshots. Quantifies how much an agent has drifted.

"You were 94% Nix last week. Now you're 78% Nix. Here's what changed."

Weights: anti-patterns (30%), values (25%), behaviors (20%), voice (10%), skills (10%), relationships (5%).

```bash
python diff.py --...

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