What specifically does this skill evaluate?

It evaluates Honeycomb query structures (JSON) to ensure they correctly implement filters, breakdowns, and calculations based on a user's natural language request.

Is this skill based on an existing framework?

Yes, it is based on the 'judge_output' pattern from Daniel Miessler's Fabric project, specifically optimized for Honeycomb query evaluation.

Does this skill execute queries in Honeycomb?

No, this is a logic evaluator. It critiques the query structure and logic within your Claude Code environment without needing to connect to your live data.

What are common 'bad' query examples it catches?

It identifies issues like failing to group by trace.trace_id when looking for specific traces, or using a time range that is too short for the requested analysis period.

Honeycomb Query Judge

Name: Honeycomb Query Judge
Author: bdmorin

bybdmorin

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分析と監視

Evaluates and validates Honeycomb observability queries to ensure they meet analytical requirements and best practices.

The Honeycomb Query Judge skill provides an automated review layer for observability workflows, acting as an expert assistant for telemetry data. It meticulously analyzes Honeycomb query structures against natural language intent, identifying common pitfalls such as missing groupings (trace_id), insufficient time ranges for temporal requests, or incorrect filter logic. By providing a detailed critique and a binary pass/fail judgment, it ensures that developers and SREs generate meaningful, actionable insights from their data while avoiding the nuances that often lead to inaccurate analytics.

主な機能

01Time-range verification for hourly and daily temporal patterns

021 GitHub stars

03Validation of Natural Language Query (NLQ) intent alignment

04Automated critique of Honeycomb JSON query structures

05Detection of common grouping errors and missing trace identifiers

06Standardized pass/fail output for query quality assurance

ユースケース

01Validating AI-generated observability queries before execution

02Debugging complex telemetry dashboards and trace filters

03Learning best practices for the Honeycomb query language

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bdmorin/the-no-shop judge-output

For use in Claude.ai and ChatGPT