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edge-concept-synthesizer

Group raw detection records into reusable concepts before designing strategies. The skill produces a YAML file with shared conditions, supporting evidence counts, hypotheses, signals that would invalidate them, and readiness flags for strategy drafting.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

Abstract detector tickets and hints into reusable edge concepts with thesis, invalidation signals, and strategy playbooks before strategy design/export.

实测评分 未实测

查看安装方法

适用场景

  • Organizing large sets of detection records
  • Reviewing hypotheses before drafting strategies
  • Merging concepts with overlapping conditions
  • Adding context from a hints file

包含的文件(7)

  • SKILL.md2.4 KB
  • agents/openai.yaml248 B
  • references/concept_schema.md2.0 KB
  • requirements.txt123 B
  • scripts/synthesize_edge_concepts.py30.3 KB
  • scripts/tests/conftest.py152 B
  • scripts/tests/test_synthesize_edge_concepts.py28.6 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Edge Concept Synthesizer

Overview

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.

When to Use

  • 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.

Prerequisites

  • Python 3.9+
  • PyYAML
  • Ticket YAML directory from detector output (tickets/exportable, tickets/research_only)
  • Optional hints.yaml

Output

  • edge_concepts.yaml containing:
    • concept clusters
    • support statistics
    • abstract thesis
    • invalidation signals
    • export readiness flag

Workflow

  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. Deduplicate concepts: merge same-hypothesis concepts with overlapping conditions (containment > threshold).
  5. Review concepts and promote only high-support concepts into strategy drafting.

Quick Commands

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

# With hint promotion and synthetic cap
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 \
  --promote-hints \
  --max-synthetic-ratio 1.5

# With custom dedup threshold (or disable dedup)
python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --overlap-threshold 0.6

python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --no-dedup

Resources

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

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