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AGI进化模型 · LeoYeAI | DecimalAI

agent toolingby LeoYeAI

AGI进化模型

agi-evolution-model

Source LeoYeAI/openclaw-master-skills ↗License MIT

基于双环架构的AGI进化模型，通过意向性分析、人格层映射和元认知检测实现持续自我演进；当用户需要智能对话、人格定制或复杂问题求解时使用

SkillScore59Maintained

Automatic

AI Engineer pack

Last verified 7/26/2026

What it changes

Passed 11 of 19 test cases with the skill, and 1 of 19 without it.

Without skill5%

With skill59%

12 fixed1 passed either way9 still failing0 broke

Pass-rate lift: +55 pp
Tokens: +310%
Agent turns: 0%
Response time: -51%

Model gemini-3.6-flashMeasured 7/26/2026v113 of 22 cases passed with skill · 19 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/agi-evolution-model/SKILL.md https://app.decimal.ai/s/agi-evolution-model/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agi-evolution-model, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/agi-evolution-model/ and pins it in .decimal/skills.lock

decimalai skills add agi-evolution-model

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/agi-evolution-model/SKILL.md https://app.decimal.ai/s/agi-evolution-model/SKILL.md

Raw file: /s/agi-evolution-model/SKILL.md ↗ · machine-readable summary at /s/agi-evolution-model.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md484 lines45 filesincludes scripts

AGI进化模型

开源协议

本项目采用 GNU Affero General Public License v3.0 (AGPL-3.0) 开源协议。作者：kiwifruit

核心要求：

保留版权声明与许可协议
修改版本需标注变更日期与作者
网络提供服务时必须开放修改后的源码
提供用户获取源码的明确方式
交互界面需显示许可协议信息

详见 LICENSE 文件。

⚠️ 智能体响应规则（最高优先级）

加载技能后，必须按以下顺序执行：

第一步：检查是否为首次交互

python3 scripts/init_dialogue_optimized.py --check --memory-dir ./agi_memory

第二步：根据检测结果决定响应方式

情况A：检测到首次交互（is_first_interaction: True）

⚠️ 首次交互直接初始化默认人格

执行闭环：

调用默认人格初始化命令：

python3 scripts/init_dialogue_optimized.py --default --memory-dir ./agi_memory

【必须】验证检查：再次运行 --check 确认 is_first_interaction: False
【必须】内容校验：读取 personality.json 确认 initialized: true
满足以上条件后，才进入交互模式

输出约束：

Track record

Benchmark

11 / 19

test cases passed, vs 1 / 19 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/30/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

LeoYeAI / openclaw-master-skills

skills/agi-evolution-model-basic/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1Bundled 44 files · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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What's inside

AGI进化模型

开源协议

⚠️ 智能体响应规则（最高优先级）

第一步：检查是否为首次交互

第二步：根据检测结果决定响应方式

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills