llm-self-correction-confidence-signals 86/100
大型语言模型通过内部置信度信号检测和纠正自身错误的研究。基于决策神经科学二阶置信度模型和PANL token机制。
no risky patterns detected
Type: Agent skill (SKILL.md) · Category: LLM & Model APIs · Source: https://github.com/hiyenwong/ai_collection/tree/HEAD/collection/skills/ai-ml/llm
Score breakdown
| Capabilities (fewer powerful permissions = higher) | 50/50 |
| Maintenance | 21/35 |
| Documentation | 15/15 |
Why this score
- Docs include setup/install commands (one-time setup, not penalised)
- Instructions only: no bundled scripts
- Last updated 0 days ago +15
- 3 GitHub stars +1
- 12 contributors +5
- Description and source link present +15
Always review files before installing. How scores work. Request a correction
Weekly: new skills & MCP servers, scored.