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5 /100
agi-evolution-model
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
基于双环架构的AGI进化模型，声明功能与实际代码一致，使用纯Python标准库，无恶意行为
Skill Nameagi-evolution-model
Duration57.2s
Enginepi
ClawHub AGI数字伙伴-基础版 v1.0.0 by kiwifruit13
📥 182
ClawHub Verdict Suspicious dynamic_code_executionllm_suspiciousvt_suspicious
✓
Safe to install
该技能可安全使用。仅需注意可选C扩展的加载机制，确保纯Python后备方案正常工作

Findings 2 items

Severity Finding Location
Low
可选C扩展依赖 Supply Chain
scripts/personality_layer_pure.py尝试加载personality_core.so，如加载失败则自动降级到纯Python实现。这是有意的设计选择，增强了健壮性。
try: import personality_core ... except ImportError: USE_C_EXT = False ...
→ 保持当前设计，纯Python后备方案运行正常
 scripts/personality_layer_pure.py:17
Low
Calculator工具中的eval()使用 RCE
perception_node.py第474行在calculator工具中使用eval()执行数学表达式，但仅处理expression参数，非任意代码执行。
result = eval(expression)
→ 考虑使用ast.literal_eval()替代eval()以增强安全性
 scripts/perception_node.py:474
ResourceDeclaredInferredStatusEvidence
Filesystem WRITE WRITE ✓ Aligned SKILL.md声明在./agi_memory目录操作
Network NONE NONE — 仅含文档URL引用，无实际网络请求
Shell NONE NONE — 无subprocess/os.system调用
Environment NONE NONE — 无敏感环境变量访问
Skill Invoke NONE NONE — 无跨技能调用
11 findings
🔗
Medium External URL 外部 URL
https://en.wikipedia.org/wiki/Tf%E2%80%93idf
references/cognitive-insight-v2-implementation.md:1220
🔗
Medium External URL 外部 URL
https://en.wikipedia.org/wiki/Cache_replacement_policies#LRU
references/cognitive-insight-v2-implementation.md:1221
🔗
Medium External URL 外部 URL
https://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average
references/cognitive-insight-v2-implementation.md:1222
🔗
Medium External URL 外部 URL
https://www.gnu.org/licenses/agpl-3.0.html
references/cognitive-insight-v2-implementation.md:1223
🔗
Medium External URL 外部 URL
https://storage.example.com/reports/report.pdf?signature=...
references/tool_use_spec.md:625
🔗
Medium External URL 外部 URL
https://docs.example.com/migration/weather-v1-to-v2
references/tool_use_spec.md:956
🔗
Medium External URL 外部 URL
https://platform.openai.com/docs/guides/function-calling
references/tool_use_spec.md:2137
🔗
Medium External URL 外部 URL
https://docs.anthropic.com/en/docs/tool-use
references/tool_use_spec.md:2138
🔗
Medium External URL 外部 URL
https://modelcontextprotocol.io/
references/tool_use_spec.md:2139
🔗
Medium External URL 外部 URL
https://json-schema.org/
references/tool_use_spec.md:2140
🔗
Medium External URL 外部 URL
https://html.spec.whatwg.org/multipage/server-sent-events.html
references/tool_use_spec.md:2141

File Tree

45 files · 732.9 KB · 21607 lines
Python 26f · 11667L Markdown 18f · 9817L JSON 1f · 123L
├─ ▾ 📁 assets
│ └─ 📋 personality_template.json JSON 123L · 4.1 KB
├─ ▾ 📁 references
│ ├─ 📝 architecture.md Markdown 1331L · 50.0 KB
│ ├─ 📝 c_extension_usage.md Markdown 128L · 3.0 KB
│ ├─ 📝 capability_boundaries.md Markdown 118L · 4.5 KB
│ ├─ 📝 cognitive-architecture-insight-module.md Markdown 330L · 11.9 KB
│ ├─ 📝 cognitive-insight-quick-reference.md Markdown 227L · 7.0 KB
│ ├─ 📝 cognitive-insight-v2-implementation.md Markdown 1227L · 32.7 KB
│ ├─ 📝 information-flow-main-loop.md Markdown 358L · 20.4 KB
│ ├─ 📝 information-flow-overview.md Markdown 301L · 12.4 KB
│ ├─ 📝 information-flow-secondary-loop.md Markdown 467L · 20.4 KB
│ ├─ 📝 init_dialogue_optimized_guide.md Markdown 371L · 11.1 KB
│ ├─ 📝 intentionality_architecture.md Markdown 563L · 16.2 KB
│ ├─ 📝 maslow_needs.md Markdown 160L · 4.4 KB
│ ├─ 📝 metacognition-check-component.md Markdown 610L · 30.2 KB
│ ├─ 📝 metacognition-enhancement-guide.md Markdown 492L · 12.6 KB
│ ├─ 📝 personality_mapping.md Markdown 161L · 5.6 KB
│ ├─ 📝 stratified-storage-design.md Markdown 323L · 10.6 KB
│ └─ 📝 tool_use_spec.md Markdown 2156L · 56.3 KB
├─ ▾ 📁 scripts
│ ├─ 🐍 advice_pool.py Python 469L · 14.9 KB
│ ├─ 🐍 cognitive_insight_backup.py Python 610L · 25.2 KB
│ ├─ 🐍 cognitive_insight_help.py Python 300L · 12.1 KB
│ ├─ 🐍 cognitive_insight.py Python 565L · 20.9 KB
│ ├─ 🐍 concept_extraction_extension.py Python 761L · 25.3 KB
│ ├─ 🐍 data_lifecycle_manager.py Python 389L · 13.4 KB
│ ├─ 🐍 history_manager.py Python 229L · 7.4 KB
│ ├─ 🐍 init_dialogue_optimized.py Python 464L · 16.4 KB
│ ├─ 🐍 intentionality_analyzer.py Python 366L · 12.8 KB
│ ├─ 🐍 intentionality_classifier.py Python 388L · 13.8 KB
│ ├─ 🐍 intentionality_collector.py Python 308L · 9.7 KB
│ ├─ 🐍 intentionality_regulator.py Python 438L · 15.1 KB
│ ├─ 🐍 intentionality_trigger.py Python 592L · 19.9 KB
│ ├─ 🐍 learning_stage_tracker.py Python 274L · 7.9 KB
│ ├─ 🐍 memory_store_pure.py Python 402L · 12.0 KB
│ ├─ 🐍 metacognition_history.py Python 502L · 16.3 KB
│ ├─ 🐍 objectivity_evaluator.py Python 458L · 16.4 KB
│ ├─ 🐍 perception_node.py Python 808L · 26.9 KB
│ ├─ 🐍 personality_core_pure.py Python 144L · 4.4 KB
│ ├─ 🐍 personality_customizer.py Python 675L · 24.0 KB
│ ├─ 🐍 personality_layer_pure.py Python 951L · 32.2 KB
│ ├─ 🐍 show_help.py Python 169L · 4.7 KB
│ ├─ 🐍 strategy_selector.py Python 468L · 15.5 KB
│ ├─ 🐍 test_metacognition_integration.py Python 305L · 9.4 KB
│ ├─ 🐍 test_perception_node.py Python 300L · 9.2 KB
│ └─ 🐍 transcendence_keeper.py Python 332L · 11.7 KB
└─ 📝 SKILL.md Markdown 494L · 21.9 KB

Dependencies 2 items

PackageVersionSourceKnown VulnsNotes
Python标准库 N/A stdlib No 无外部依赖
personality_core.so 可选 本地 No C扩展可选，有Python后备

Security Positives

✓ 使用纯Python标准库，无外部依赖
✓ 所有文件操作限于./agi_memory目录
✓ 无凭证收割或敏感信息访问
✓ 无网络外泄行为
✓ C扩展有纯Python降级方案
✓ 原子写入防止数据损坏
✓ 文档声明与实际能力一致