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dev-insight-extractor

Official

Extract kernel optimization insights from chats.

Software Engineering#optimization#insights#deduplication#kernel#transcripts#merging#kernelgen
Authormindspore-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Converts ad-hoc discussions about kernel performance into reusable, structured optimization knowledge that KernelGen can reference later.

Core Features & Use Cases

  • Aggregates optimization ideas from dialogue windows into a unified skill, with semantic grouping and deduplication.
  • Maintains evidence and outcomes to justify each technique, and supports versioned SKILL.md files.
  • Facilitates conflict-aware write operations to avoid overwriting existing SKILLs and enable safe merges.

Quick Start

Provide a path to a folder of agent-transcripts or a single .jsonl file to start extracting insights and generate the evolved SKILL.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: dev-insight-extractor
Download link: https://github.com/mindspore-ai/akg/archive/main.zip#dev-insight-extractor

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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