autosearch:trace-harvest
CommunityExtract winning patterns from session traces.
Data & Analytics#patterns#trace#evidence#session-analysis#pattern-extraction#harvest#experience-capture
Author0xmariowu
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Traces of session tool-calls are noisy and hard to reuse; this skill distills successful traces into compact, reusable patterns for knowledge retention and experience-capture.
Core Features & Use Cases
- Analyze complete traces including inputs, tool choices, branches, and recoveries to identify effective paths.
- Produce promote-candidate patterns for experience-capture to store in per-skill patterns.jsonl and feed downstream learning.
- Batch process trace archives nightly to keep the experience memory up to date.
Quick Start
Run trace-harvest on a completed trace archive to generate winning patterns for experience capture.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: autosearch:trace-harvest Download link: https://github.com/0xmariowu/Autosearch/archive/main.zip#autosearch-trace-harvest Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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