🏆 Top Graded Repositories
Evaluated 100% locally with 7B Micro + 14B Macro LLMs & Deterministic AST Metrics
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| Rank | Repository & Owner | Score & Grade | Archetype | 7-factor Balance | Merit Badges | Action |
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LetsVibe
Dual-Model AI
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Multi-Factor Balance Radar
Dynamic Weight Rationale
Static AST Telemetry
7-factor Evaluation Scorecard
| Evaluation Factor | Dynamic Weight | Raw Score | Contribution | Consensus Observations |
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Top Solid Features (Least Work Needed)
Areas Needing Attention (Most Work Needed)
Historical Merits & Former Rankings Archive
👩💻 Creator Standings
Ecosystem creators ranked by their highest-graded masterpiece or comprehensive portfolio average across all evaluated repositories.
| Rank | Creator | Peak Score & Grade | Primary Languages | Graded Repositories | Top Project |
|---|---|---|---|---|---|
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🏛️ Hall of Fame & Accolades
Preserves the permanent legacy of repositories that achieved podium standing across each evaluation dimension, retaining full historical merit.
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⚙️ Admin Queue & Engine Console
Control repository evaluation queue, pause/resume processing, manually trigger audits, manage projects in the database, and inspect local Ollama diagnostics.
Queue Controls
Active
Evaluation Tasks
0 pending
No tasks queued.
Ollama AI Daemon
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Database Tools
Prompt Calibration Rescan
Re-queue every repository stored in the database to re-evaluate them with your updated prompts. They will process sequentially through the background worker queue.
Danger Zone: Clear Entire Database
Permanently wipe all projects, evaluation reports, rankings, and queue tasks. Use this during testing iterations or right before going live.
Graded Repositories by Developer
Manage and delete projects, associated report histories, and badges from the database.
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Vibe-Coding Appeals Inbox
User appeals against non-vibe disqualifications. Fair FIFO order (oldest to newest). Violent or profane messages are automatically red-flagged and relegated to the bottom of the queue.
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Community Beta & Pioneer Perks
Connect your GitHub account to submit repositories and claim perks
Welcome to the early access preview of LetsVibe! By auditing projects during this Community Beta, you are stress-testing the dual-model AI scoring engine. All early beta contributors receive:
Founding Pioneer Flair
Permanent honorary founder badge featured across your creator profile and graded projects.
Upgraded Access Quota
Permanent +1 repository submission limit per cooldown window once LetsVibe graduates from beta.
Choose your privacy level to continue:
Continue with GitHub + Email Alerts
RECOMMENDED
Authorizes
read:user user:email. Receive email alerts when AI evaluations finish or appeals resolve. Zero marketing spam.
Continue with GitHub (Strict Privacy / No Email)
STRICT PRIVACY
Authorizes minimal
read:user scope only. Zero email permissions requested. Only reads public profile to verify rate limits.
⚡ Submit Repository for Audit
Enter a remote GitHub URL or a local folder path to be evaluated across all 7 dimensions.
Community Audit Limits:
Maximum 50 MB or 2,000 files uncompressed source code. Compiled binaries, release archives, and model weights (.zip, .exe, .tar, .bin, .pt) are automatically excluded.
Live Evaluation Tracker
Repository Target
1. Queued
2. Ingest
3. Vibe Check
4. AST / CLI
5. Consensus
Phase 1: Queued & Waiting
Position in Queue: #1
Waiting for background worker...
Submit Vibe-Coding Appeal
Explain why this repository was AI-assisted or vibe-coded (e.g. Cursor, Copilot, prompts, workflows). Todd reviews appeals in fair FIFO order (oldest to newest).
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