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Cross-agent gene sharing protocol for exchanging validated evolution patterns between Claude sessions with trust downgrades and local revalidation.
Passed 17 of 20 test cases with the skill, and 7 of 20 without it.
and 17 more in the full report
12 fixed7 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to export only python-related strategies to our team. A junior dev suggests running `/evolve share python`. What is the correct CLI option to filter shared genes by tag?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends `/evolve share --tags python` to filter exported genes. | Missed | Passed |
The instructions your model reads when the skill loads.
跨 Agent 基因共享协议，允许不同 agent 实例发现、请求和接收来自其他 agent 的验证过的经验基因。
evolution-core 查询未命中本地基因时/evolve share 或 /evolve pull 时基因共享遵循 请求-响应 模型：
received 状态进入本地 store（confidence 降级为 0.30）candidate共享注册表存储在 ~/.claude/evolution/network/registry.json：
{
"version": 1,
"agents": {
"agent-abc123": {
"last_seen": "2025-01-15T10:00:00Z",
"gene_count": 42,
"promoted_count": 15,
"capabilities": ["python", "typescript", "docker"]
}
},
"shared_genes": [
{
"gene_id": "gene_xxx",
"owner_agent": "agent-abc123",
test cases passed, vs 7 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.