judge-lens

Score hackathon builds against judging rubrics and simulate judge Q&A panels.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/vinodkrishna221/Q-Trace --skill judge-lens-vinodkrishna221
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: judge-lens
Source: https://github.com/vinodkrishna221/Q-Trace/tree/main/.agents/skills/judge-lens
Command: npx skills add https://github.com/vinodkrishna221/Q-Trace --skill judge-lens-vinodkrishna221

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Hackathon teams often build features that judges never score, losing points on presentation, demo impact, and Q&A preparation. This Skill keeps the build aligned with what is actually scored, from ideation through final pitch. ## Core Features & Use Cases - Rubric Scorecard: Score ideas or the current running build 1-10 per criterion (innovation, technical, impact, presentation) with evidence, trend tracking, and a single highest-value fix per hour. - Wow-Moment Engineering: Define one retellable 10-second demo beat that survives bad Wi-Fi and works with seeded data, then protect it on the never-cut list. - Mock Judge Panel: Generate and drill the 8 questions a specific panel will ask, with 20-second answers backed by concrete artifacts and crisp disclosure of mocked parts. - Rival Simulation: For shared problem statements, predict competing teams' likely approaches and sharpen one differentiating beat for the demo. - Use Case: Before a hackathon submission, run the scorecard against the current build on main, identify that the demo's first 90 seconds undersells the technical work, and re-script the opening beat. ## Quick Start Ask the AI to score the current hackathon build against the judging rubric and produce the fix-this-hour recommendation.

Frequently Asked Questions about judge-lens

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I score a hackathon project against a judging rubric?

Score each criterion (innovation, technical, impact, presentation) from 1-10 with one line of evidence each, then compute a weighted total. For builds, score only what currently runs on main, since plans and unfinished features earn zero from judges.

How to prepare for hackathon judge Q&A questions?

Generate the 8 questions your specific panel will ask, covering differentiation, real versus mocked features, privacy, business model, scaling, and hardest technical parts. Drill each answer to 20 seconds with one concrete artifact like a number, screen, or commit.

What makes a good hackathon demo wow moment?

A strong wow moment is a single 10-second beat people retell, such as live voice answering or an agent visibly acting across tools. It must work with seeded data, survive bad Wi-Fi or have a recorded backup, and be demonstrably real with visible tool calls.

When should I run rubric scoring during a hackathon?

Run scoring at ideation, every standup, integration checkpoints, and before shipping. Continuous scoring catches criteria trending downward across two checks, triggering a direction check before the build drifts from what judges reward.

How do I differentiate when teams share the same problem statement?

Predict the modal approaches rival teams likely built for the same problem statement, then identify which of your beats they almost certainly lack. Deliver one differentiation line in the deck and prove it with an early demo beat, framed as confidence rather than comparison.