judge
Score Code Implementation Cookoffs
Comparing multiple AI-built implementations can be inconsistent and slow. This skill provides a fixed rubric for Claude, Codex, and Claude Code reviews.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "judge" from https://skillstore.io/skills/2389-research-judge.md and its manifest at https://skillstore.io/api/skills/2389-research-judge/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "judge". Compare two implementations that both pass tests but differ in complexity.
Expected outcome:
A worksheet with passing gates, five criterion scores, total scores, and a winner chosen for lower justified complexity.
Using "judge". Judge three variants where one handles scale poorly.
Expected outcome:
A scorecard that flags feasibility risks, lowers robustness for the weak variant, and explains the final winner.
Using "judge". Choose between two approaches with different product fit.
Expected outcome:
A decision record that applies the fitness gate and documents what the losing approach did better.
Security Audit
SafeThe two static findings are false positives caused by Markdown template text. The fenced block is an output format example, and the trade-off placeholder does not request system reconnaissance. No prompt injection, data exfiltration, or malicious intent was found in SKILL.md.
Risk Factors
⚙️ External commands (1)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
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https://skillstore.io/skills/2389-research-judge/audits/6?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/2389-research-judge?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/2389-research-judge/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/2389-research-judge.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
2389-research. (2026). judge security audit report (audit version 6) [Author version unspecified]. Skillstore. https://skillstore.io/skills/2389-research-judge/audits/6BibTeX citation
@techreport{2389-research-2389-research-judge-2026,
author = {2389-research},
title = {judge security audit report (audit version 6)},
institution = {Skillstore},
year = {2026},
number = {6},
url = {https://skillstore.io/skills/2389-research-judge/audits/6},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "judge security audit report (audit version 6)"
version: "unspecified"
type: report
authors:
- name: "2389-research"
date-released: "2026-07-06"
url: "https://skillstore.io/skills/2389-research-judge/audits/6"
identifiers:
- type: other
value: "skillstore:2389-research-judge:audit:6"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Compare AI Code Variants
Score several generated implementations of the same design and choose the strongest result.
Review Engineering Cookoffs
Use one rubric to compare competing solutions during an internal implementation challenge.
Document Selection Decisions
Create a repeatable decision record with scores, gates, winner rationale, and trade-offs.
Try These Prompts
Use the judge skill to compare impl-1 and impl-2. Fill every worksheet section and select the winner.
Use the judge skill for impl-1, impl-2, and impl-3. Apply all five scoring criteria and hard gates.
Use the judge skill to compare variant-a and variant-b. Treat fitness differences as real product fit differences.
Use the judge skill and explain any tied or close criteria. Make the winner rationale evidence-based and specific.
Best Practices
- Provide all candidate implementations and the original requirements before invoking the skill.
- Use evidence from tests, code structure, and realistic user scenarios for each score.
- Keep scores as integers from 1 to 5 and fill every required section.
Avoid
- Do not use the skill before the implementations and requirements are available.
- Do not skip the worksheet and provide only a winner.
- Do not award half points or change the scoring scale.
Frequently Asked Questions
When should I use this skill?
Does the skill execute tests?
Can it compare different designs?
What criteria does it score?
Can I change the output format?
Is this a security audit tool?
Developer Details
Author
2389-researchLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
c1fdca50ff516318f65fed0d7f9e82797c5171dc
Maintenance freshness
7/18/2026
Usage
7 downloads · 158 views
File structure
📄 SKILL.md