#prompt-optimization
GitHub repositories that have self-applied the topic "prompt-optimization" — a creator-tagged metadata that surfaces how AI projects describe themselves.
REPOS Repos for #prompt-optimization (top 5 by stars)
Finish-First Autonomous Agent Loop for Claude Opus 4.7 – 2026 Edition
Kenny27lokku/prompt-integrity-validatorLint Your Prompts, Ship Better Agents – Prompt Refiner 2026 Rule Engine
wlj103/super-promptPrompt Engineering Tool: Anti-Ambiguity × Web Pre-Search × ELO Ranking — forge production-grade AI prompts for Claude, GPT, and agent systems
umairshoaiby/promptloopAgentic prompt optimizer — rewrites any prompt for any AI model (Claude, GPT, Gemini, Kimi, DeepSeek, Qwen, Llama, Grok, Mistral) and learns from your feedback. One HTML file, zero install.
lord-Rheagar/prompt-labRegression testing and automated optimization for LLM prompts. Run a YAML test suite, score outputs with an LLM judge, and auto-improve across 4 strategies. Works with any OpenAI-compatible API — including local models.
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521Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology