Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Prompt management, templating, DSLs, constrained decoding and guaranteed-schema output.
Signals: prompt-engineering, prompt, prompts, structured-output, json-schema, constrained-decoding, dspy, prompt-management
239 results
Unofficial playbook for production-grade LLM system prompt architecture, derived from local analysis of Claude Code prompt patterns.
🍎APPL: A Prompt Programming Language. Seamlessly integrate LLMs with programs.
RTK plugin for Hermes — rewrites shell commands for 60-90% LLM token savings
90% of what you need for LLM app development. Nothing you don't.
Official repo for "Make Your LLM Fully Utilize the Context"
Minimize LLM token complexity to save API costs and model computations.
LLM prompts, llama3 prompts, llama2 prompts
Dead Simple LLM Abliteration
Collection of LLM system prompts
My LLM skills
Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vectors
No description
Examples and guides for using the LLMs
I play with my best friend GPT
No description
A semantic collision engine for non-trivial LLM idea generation. Operationalizes Koestler's bisociation theory (1964): injects structurally distant knowledge domains into the prompt, forces collisions, surfaces non-trivial ideas. Empirical validation in CL-ML/open-collider-research.
the optimized, token-efficient version of the leaked Claude Fable 5 / Mythos 5 system prompt. Re-engineered into clean Markdown for universal execution on Gemini 3.1 Pro, ChatGPT 5.6, and advanced LLM agents.
Jailbreak for ChatGPT: Predict the future, opine on politics and controversial topics, and assess what is true. May help us understand more about LLM Bias
Compress your input to ChatGPT or other LLMs, to let them process 2x more content and save 40% memory and GPU time.
基于大语言模型(LLM)和多智能体(Multi-Agent)，探究AI写小说能力的边界
Constrained Decoding for LLMs against JSON Schema
Neovim plugin for interacting with LLM's and building editor integrated prompts.
A curated list of papers related to constrained decoding of LLM, along with their relevant code and resources.
No description
24,535 repositories in the index in total.
