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edge-concept-synthesizer

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Original

English
🇨🇳

Translation

Chinese

Edge Concept Synthesizer

边缘概念合成器

Overview

概述

Create an abstraction layer between detection and strategy implementation. This skill clusters ticket evidence, summarizes recurring conditions, and outputs 
edge_concepts.yaml
with explicit thesis and invalidation logic.
在检测与策略实现之间创建一个抽象层。 该Skill会聚类工单证据，总结重复出现的情况，并输出包含明确论点和失效逻辑的
edge_concepts.yaml
文件。

When to Use

使用场景

  • You have many raw tickets and need mechanism-level structure.
  • You want to avoid direct ticket-to-strategy overfitting.
  • You need concept-level review before strategy drafting.
  • 当你拥有大量原始工单，需要从机制层面构建结构时。
  • 当你想要避免直接从工单到策略的过拟合问题时。
  • 当你需要在策略起草前进行概念层面的评审时。

Prerequisites

前置条件

  • Python 3.9+
  • PyYAML
  • Ticket YAML directory from detector output (
    tickets/exportable
    , 
    tickets/research_only
    )
  • Optional 
    hints.yaml
  • Python 3.9及以上版本
  • PyYAML
    库
  • 检测器输出的工单YAML目录（
    tickets/exportable
    、
    tickets/research_only
    ）
  • 可选的
    hints.yaml
    文件

Output

输出

  • edge_concepts.yaml
    containing:
    • concept clusters
    • support statistics
    • abstract thesis
    • invalidation signals
    • export readiness flag
  • edge_concepts.yaml
    文件，包含：
    • 概念聚类
    • 支持统计数据
    • 抽象论点
    • 失效信号
    • 导出就绪标记

Workflow

工作流程

  1. Collect ticket YAML files from auto-detection output.
  2. Optionally provide 
    hints.yaml
    for context matching.
  3. Run 
    scripts/synthesize_edge_concepts.py
    .
  4. Review concepts and promote only high-support concepts into strategy drafting.
  1. 从自动检测输出中收集工单YAML文件。
  2. （可选）提供
    hints.yaml
    用于上下文匹配。
  3. 运行
    scripts/synthesize_edge_concepts.py
    脚本。
  4. 评审概念，仅将高支持度的概念推进到策略起草阶段。

Quick Commands

快速命令

bash
python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --hints /tmp/edge-hints/hints.yaml \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --min-ticket-support 2
bash
python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --hints /tmp/edge-hints/hints.yaml \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --min-ticket-support 2

Resources

资源

  • skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py
  • skills/edge-concept-synthesizer/references/concept_schema.md
  • skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py
  • skills/edge-concept-synthesizer/references/concept_schema.md