candidate-evaluation
Evaluate GitHub contributors for MLOps/engineering roles. Use when analyzing candidates, researching GitHub profiles, or updating CONTRIBUTORS.md with hiring assessments.
4.83k repo starsObserved in 2 repos
Research
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r2-glacier-migration
Monitor and manage R2 to AWS Glacier Deep Archive migration. Use when checking transfer status, resuming transfers, or managing the archive migration.
4.83k repo starsObserved in 2 repos
DevOps & Security
web-research
Query Pollinations text API with web-search models (gemini-search, perplexity-fast, nomnom, etc.). Use when you need web search grounded answers via Pollinations.
4.83k repo starsObserved in 2 repos
Research
abuse-detection
Detect and analyze abusive accounts on Pollinations. IP clustering, multi-signal scoring, ban recommendations. Use when investigating abuse, bot farms, or suspicious usage patterns.
4.83k repo starsObserved in 1 repos
DevOps & Security
app-review
Review and process app submissions for the Pollinations showcase. Parse issues, validate submissions, create PRs, handle user corrections.
4.83k repo starsObserved in 1 repos
Testing & Quality
community-leaderboard
Generate and post the daily community-model leaderboard image to Discord. Use when asked to build, regenerate, redesign, or post the community model leaderboard, or when extending its design (e.g. new stat panels, palette changes).
4.83k repo starsObserved in 1 repos
Design
enter-services
Deploy and manage enter.pollinations.ai text/image services on EC2 and Cloudflare Workers. Requires: SSH keys, sops, wrangler.
4.83k repo starsObserved in 1 repos
DevOps & Security
founder-meditation
When something goes wrong — build failures, crashes, errors, test failures, deployment issues — generate a short calming meditation with TTS audio to reassure the user that everything will be okay.
4.83k repo starsObserved in 1 repos
Others
model-debugging
Debug and diagnose model errors in Pollinations services. Analyze logs, find error patterns, identify affected users.
4.83k repo starsObserved in 1 repos
Testing & Quality
model-management
Add, update, rename, or remove text/image/video/audio/embeddings models. Requires explicit user confirmation of pricing, paid status, provider, GPU ownership, and primary/fallback inference routes before editing, then covers files, empirical verification, and tests.
4.83k repo starsObserved in 1 repos
Development