Jurix AI Agentic Hackathon

Autonomous submission readiness

completed

repopilot-judgeops

https://github.com/Alike001/repopilot-judgeops

Run ID

run_jurix_ready_001

Composite

92/100

weighted

Vex

9.6

30%

Kael

8.9

30%

Oryn

9.3

20%

Zera

9.0

20%

Agent execution timeline

Plans, tool calls, retries, approval gates, and evidence outputs.

streamed
01

Plan audit

passed

Create rubric-specific inspection plan and define evidence targets.

8 evidence targets mapped to Vex, Kael, Oryn, and Zera.

planner.create

61s

02

Inspect repository

passed

Fetch public repo metadata, tree shape, scripts, docs, and env template.

Live GitHub API inspection found 45 tracked files. README=true, tests=true, CI=true.

github.inspectRepository

121s

03

Run reproducibility checks

passed

Execute install, lint, typecheck, test, and build in sandbox mode.

Initial typecheck warning self-corrected by narrowing status union. All commands green.

sandbox.runCommands

242s

1 retry

04

Evaluate product journey

warning

Score onboarding, dashboard, demo mode, settings, notifications, and analytics.

Strong dashboard path. Walkthrough video remains a delivery risk before submission.

product.reviewJourney

119s

05

Human approval gate

approved

Pause before opening fix tasks or PR patches against the target repo.

Demo user approved documentation fixes, denied automatic repo mutation.

approval.request

63s

06

Generate evidence pack

passed

Produce judge scorecard, risk register, command evidence, and pitch notes.

Readiness report generated with 92/100 score and 3 prioritized fixes.

report.generate

132s

Repository inspection

Live GitHub API evidence

live
READMEfound
Testsfound
.env.examplefound
Dockerfilefound
CIfound
Docsfound

Jurix checklist

Public GitHub repository is reachable and has meaningful structure.
README explains the agent, target users, setup, testing, demo, limitations, and architecture.
.env.example lists required variables without leaking secrets.
Tests, linting, type checking, Docker, and CI evidence are present.
The agent loop plans, calls tools, retries, records memory, reflects, and supports approval gates.
Live demo or walkthrough video is available and mapped to a short judge path.
Product value is visible in a complete user journey, not only backend scripts.
Originality is supported by differentiated architecture and evidence, not buzzwords.

Agent memory

Jurix judge agents reward public repos, clear READMEs, tests, demo links, and evidence.

Missing video is the highest ROI final fix.

Never expose raw chain-of-thought; show structured plans, steps, tool outputs, and reflections.

Judge findings

Record walkthrough video before final submission

warning

Record a 3-minute run showing repo audit, retry, approval, and evidence export.

Production LLM key not configured

info

Set OPENAI_API_KEY only for live model-backed audits.

Sandbox command allowlist needs production hardening

critical

Deploy audit workers in disposable Docker sandboxes with network, CPU, memory, and timeout policies.

Artifacts

Green-light commandnpm run green-light
Environment template.env.example
GitHub repositoryhttps://github.com/Alike001/repopilot-judgeops
Production demohttps://repopilot-judgeops.vercel.app
Readiness score92/100
Live inspectionGitHub API

Export judge pack

Copy this into the README, submission notes, or video description.

# RepoPilot Judge Pack

Repository: https://github.com/Alike001/repopilot-judgeops
Readiness: 92/100
Live demo: https://repopilot-judgeops.vercel.app

## Judge Scores
- Vex (30%): 9.6/10 — Live GitHub inspection found runnable project structure, tests, environment template, Docker, and CI evidence.
- Kael (30%): 8.9/10 — Complete builder workflow: enter repo, inspect evidence, review scorecards, approve actions, and export judge pack.
- Oryn (20%): 9.3/10 — Differentiated meta-agent: it improves AI-agent submissions by modeling the evidence autonomous judges inspect.
- Zera (20%): 9/10 — README, deployment, environment template, tests, and CI make the project straightforward to evaluate.

## Evidence
- Green-light command: npm run green-light
- Environment template: .env.example
- GitHub repository: https://github.com/Alike001/repopilot-judgeops
- Production demo: https://repopilot-judgeops.vercel.app
- Readiness score: 92/100
- Live inspection: GitHub API

## Findings
- WARNING: Record walkthrough video before final submission — Record a 3-minute run showing repo audit, retry, approval, and evidence export.
- INFO: Production LLM key not configured — Set OPENAI_API_KEY only for live model-backed audits.
- CRITICAL: Sandbox command allowlist needs production hardening — Deploy audit workers in disposable Docker sandboxes with network, CPU, memory, and timeout policies.