prompts.chat and Instructgpt-prompts
About prompts.chat
f/prompts.chat
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.
Supports model-agnostic prompts across ChatGPT, Claude, Gemini, Llama, and Mistral through structured CSV/JSON datasets also available on Hugging Face. Provides multiple integration layers including CLI, Claude Code plugin, and MCP server support for seamless embedding into AI workflows. Self-hosting includes configurable authentication (GitHub/Google/Azure AD), custom branding, and theme options via setup wizard or Docker deployment.
About Instructgpt-prompts
kevinamiri/Instructgpt-prompts
Instruction-based prompts for generating and classifying text.
Empirical research shows that model outputs vary dramatically—up to 76 percentage points—based on prompt phrasing and position sensitivity (primacy/recency bias), particularly in base and SFT-only models. The collection provides structured templates and verb-based directives (e.g., "Classify," "Generate," "Summarize") designed to exploit token weighting patterns and guide instruction-following models toward consistent performance. Targets InstructGPT and GPT-3.5-instruct models through a three-part prompt architecture: background context, input specification, and explicit action instruction.
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