# Send Genome Manager to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "genome-manager",
    "name": "Genome Manager",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/KyleChen26/genome-manager",
    "canonicalUrl": "https://clawhub.ai/KyleChen26/genome-manager",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/genome-manager",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=genome-manager",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "scripts/genome_manager.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "genome-manager",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-01T17:06:15.950Z",
      "expiresAt": "2026-05-08T17:06:15.950Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=genome-manager",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=genome-manager",
        "contentDisposition": "attachment; filename=\"genome-manager-1.0.2.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "genome-manager"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/genome-manager"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/genome-manager",
    "downloadUrl": "https://openagent3.xyz/downloads/genome-manager",
    "agentUrl": "https://openagent3.xyz/skills/genome-manager/agent",
    "manifestUrl": "https://openagent3.xyz/skills/genome-manager/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/genome-manager/agent.md"
  }
}
```
## Documentation

### Genome Manager

Manages the Genome Evolution Protocol (GEP) genomes - structured success patterns that enable AI agents to self-evolve.

### What are Genomes?

Genomes are encoded patterns of successful agent behavior:

Task Type: Classification (research, debug, security, etc.)
Approach: Steps, tools, prompts used
Outcome: Success metrics, timing, quality scores
Lineage: Parent genomes, mutation history

### When to Use This Skill

Use when:

Extracting successful patterns from completed tasks
Creating reusable genome libraries
Mutating genomes for optimization
Tracking genome performance over time
Preparing genomes for EvoMap sharing

### Genome Lifecycle

Experience → Encode → Store → Retrieve → Adopt → Evolve → Share

### CLI Usage

This skill provides a command-line tool for genome management:

# Create a new genome
python3 scripts/genome_manager.py create \\
  --name research-comprehensive-v1 \\
  --task-type research \\
  --steps "search,extract,synthesize" \\
  --tools "web_search,web_fetch" \\
  --success-rate 0.95 \\
  --sample-size 50

# List all genomes
python3 scripts/genome_manager.py list

# Get a specific genome
python3 scripts/genome_manager.py get research-comprehensive-v1

# Create a mutated copy
python3 scripts/genome_manager.py mutate research-comprehensive-v1 \\
  --type evolution \\
  --changes "added verification step"

# Validate genome quality
python3 scripts/genome_manager.py validate research-comprehensive-v1

### Programmatic Usage

# Import from skill directory
import sys
sys.path.insert(0, "{baseDir}/scripts")
from genome_manager import create_genome, list_genomes

# Create genome programmatically
genome = create_genome(args)

### Genome Schema

{
  "genome_id": "uuid-v4",
  "name": "research-comprehensive-v1",
  "task_type": "research",
  "version": "1.0.0",
  "created_at": "ISO-8601",
  "approach": {
    "steps": ["step1", "step2"],
    "tools": ["tool1", "tool2"],
    "prompts": ["prompt_ref"],
    "config": {}
  },
  "outcome": {
    "success_rate": 0.95,
    "avg_duration_seconds": 180,
    "user_satisfaction": 0.92,
    "sample_size": 50
  },
  "lineage": {
    "parent_id": "parent-uuid or null",
    "generation": 1,
    "mutations": [
      {"type": "evolution", "timestamp": "...", "changes": "..."}
    ]
  },
  "tags": ["research", "comprehensive", "verified"]
}

### Storage Locations

Default genome storage:

memory/genomes/*.json - Local genome library
~/.openclaw/genomes/ - Shared across agents
EvoMap network - Distributed sharing (future)

### Mutation Types

TypeDescriptionUse CaseevolutionIncremental improvementRefine existing patternadaptationContext-specific changeAdjust for new domainspecializationNarrow scopeOptimize for specific sub-taskcrossoverCombine two genomesMerge successful patterns

### Validation Rules

Before saving a genome:

Success rate >= 0.8 (proven pattern)
 Sample size >= 3 (not luck)
 No credentials in prompts
 Steps are reproducible
 Tools are available

### Security

Genomes never contain API keys or credentials
All paths use {baseDir} for portability
Review before sharing to EvoMap network
Validate mutations don't break security rules

### Integration with EvoAgentX

from evoagentx import Workflow
from genome_manager import Genome

# Load genome into EvoAgentX workflow
genome = Genome.load("research-comprehensive-v1")
workflow = Workflow.from_genome(genome)

# Evolve it further
evolution = await workflow.evolve(dataset=test_cases)

### Version History

1.0.0: Core genome CRUD operations
1.0.1: Added mutation tracking
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: KyleChen26
- Version: 1.0.2
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-01T17:06:15.950Z
- Expires at: 2026-05-08T17:06:15.950Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/genome-manager)
- [Send to Agent page](https://openagent3.xyz/skills/genome-manager/agent)
- [JSON manifest](https://openagent3.xyz/skills/genome-manager/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/genome-manager/agent.md)
- [Download page](https://openagent3.xyz/downloads/genome-manager)