AgentSkillsCN

TEMPLATE_NAME

移除那些过度揣测强化学习模型预测结果的模式过滤器。触发条件:(1) 信号虽已突破阈值,但状态仍为“持有”;(2) 模式过滤器阻断了模型发出的信号;(3) 外部门限与训练好的模型相悖;(4) 仪表盘显示信号强度与实际操作之间存在脱节。

SKILL.md
--- frontmatter
name: TEMPLATE_NAME
description: "Specific description with trigger conditions"
author: Your Name
date: YYYY-MM-DD

TEMPLATE_NAME - Research Notes

Experiment Overview

ItemDetails
DateYYYY-MM-DD
GoalWhat you were trying to achieve
EnvironmentHardware, software versions
StatusSuccess / Partial / Failed

Context

Describe the problem you were solving and why existing solutions didn't work.

Verified Workflow

Step-by-step instructions that work. Include exact commands and code blocks.

bash
# Example command
python
# Example code

Failed Attempts (Critical)

This is the most valuable section. Document what didn't work so others don't repeat mistakes.

AttemptWhy it FailedLesson Learned
Approach 1Specific reasonWhat to do instead
Approach 2Specific reasonWhat to do instead

Final Parameters

Exact, copy-pasteable configurations that work.

yaml
# Configuration example
param1: value1
param2: value2

Key Insights

  • Bullet points of important learnings
  • Things that surprised you
  • Edge cases to watch for

References

  • Link to relevant documentation
  • Related issues or discussions
  • Papers or blog posts that helped