retrieval-judge

Community

Critically filter recall results for relevance.

Authorjyang234
Version1.0.0
Installs0

System Documentation

What problem does it solve?

After recall_search, this Skill enforces a critical judgment step to filter results by relevance rather than treating them as authoritative, reducing noise in knowledge retrieval.

Core Features & Use Cases

  • Evaluation checklist: Checks title/type match, content relevance, and applicability to the current task.
  • Auditable decisions: Logs judgments and keeps a clean, reproducible trail for review.
  • Use Case: When you run recall_search in a knowledge-assembly workflow, apply this Skill to discard irrelevant results and keep only those that address the user's query.

Quick Start

After performing recall_search, apply the evaluation steps to each result, log the outcome with flight_recorder_log, and proceed with the kept results.

Dependency Matrix

Required Modules

None required

Components

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: retrieval-judge
Download link: https://github.com/jyang234/ai-engineering-framework/archive/main.zip#retrieval-judge

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