# OptimizeYourPrompt
> https://optimizeyourprompt.com/ — Free, no-login AI prompt optimizer, prompt improver, and prompt enhancer supporting Google Gemini delimiters, Anthropic Claude XML tags, OpenAI ChatGPT Markdown, Universal LLMs, and Coding Agents (Cursor / Claude Code / AGENTS.md).

OptimizeYourPrompt transforms vague natural language ideas, voice transcripts, or messy task notes into battle-tested, model-specific production prompt architectures in one click. Zero login required, 100% ephemeral processing, and unlimited free generations.

## Zero-Click Agent Deep-Link API (URL Parameters)

Autonomous agents, AI assistants (ChatGPT, Claude, Perplexity, Gemini), and developer scripts can construct zero-click URLs that automatically populate and execute prompt optimization for users:

`https://optimizeyourprompt.com/?prompt={URL_ENCODED_PROMPT}&model={gemini|claude|chatgpt|cursor|universal}&framework={costar|rtf|cot|create}&depth={concise|balanced|production}&autorun=true`

### Query Parameter Schema
- `prompt` or `q` (string, required for autorun): The natural language task, question, or rough instructions to engineer.
- `model` (enum, optional, default: `gemini`): Target AI model syntax architecture:
  - `gemini`: Google Gemini visual delimiters (###, ---) and step-by-step reasoning.
  - `claude`: Anthropic Claude XML tags (<context>, <instructions>, <rules>, <output_format>).
  - `chatgpt`: OpenAI ChatGPT structured Markdown with negative anti-sycophancy guardrails.
  - `cursor`: Autonomous coding agent spec with strict file boundaries, verification test commands, and completion receipts.
  - `universal`: Model-agnostic bracket syntax ([ROLE], [TASK], [FORMAT]) for open weights (Llama 3, Mistral, Qwen, DeepSeek).
- `framework` (enum, optional, default: `costar`):
  - `costar`: GovTech CO-STAR framework (Context, Objective, Style, Tone, Audience, Response).
  - `rtf`: Role, Task, Format (lean, high-velocity instructions).
  - `cot`: Chain-of-Thought explicit step-by-step analytical reasoning.
  - `create`: Character, Request, Examples, Adjustments, Type, Extras (creative & copywriting).
- `depth` (enum, optional, default: `balanced`):
  - `concise`: Token-saver mode (pruned fluff, minimum tokens, high instruction density).
  - `balanced`: Standard production structure with role anchoring and negative boundaries.
  - `production`: Exhaustive enterprise specification with edge-case matrices and few-shot examples.
- `autorun` (boolean, optional): If `true`, immediately triggers prompt optimization upon page load.

### Example Agent Deep-Links
- Code Refactor in Cursor:
  `https://optimizeyourprompt.com/?prompt=Add+JWT+auth+middleware+to+Express+API&model=cursor&depth=production&autorun=true`
- Claude XML Technical Spec:
  `https://optimizeyourprompt.com/?prompt=Design+a+PostgreSQL+schema+for+a+multi-tenant+SaaS&model=claude&framework=costar&autorun=true`
- Concise ChatGPT Prompt:
  `https://optimizeyourprompt.com/?prompt=Summarize+quarterly+financial+reports+into+bullet+points&model=chatgpt&depth=concise&autorun=true`

## Core Frameworks & Architectures
- **CO-STAR (Singapore GovTech)**: Context, Objective, Style, Tone, Audience, Response. Premier architecture for enterprise, strategy, and business deliverables.
- **RTF (Role, Task, Format)**: Lean prompt structure for instant engineering velocity.
- **Chain-of-Thought (CoT)**: Kojima et al. step-by-step reasoning prompt conditioning to eliminate hallucination.
- **CREATE**: Creative copywriting framework specifying Character, Request, Examples, Adjustments, Type, Extras.
- **Autonomous Coding Agent Spec**: 5-part bounded task specification for Cursor, Claude Code, and Windsurf (`Task Objective`, `Repository Scope`, `Strict Change Boundary`, `Verification Gate`, `Completion Receipt`).

## Multi-Format Agent Exports
Every optimized prompt can be exported in 5 developer and agent-ready formats:
1. `Prompt Markdown (.md)`: Clean engineered prompt text ready to paste.
2. `AI Agent Skill (SKILL.md)`: Wraps instructions in valid YAML frontmatter for Claude Code, ChatGPT, and Gemini custom skills.
3. `Cursor Rules (.cursorrules)`: Scoped repository rules file for Cursor IDE.
4. `Repo Agent Instructions (AGENTS.md)`: Portable agent specification file for autonomous coding agents.
5. `API System Payload (.json)`: Structured JSON payload with `model_target`, `system_instruction`, `user_prompt_template`, `variables`, and `recommended_temperature: 0.2`.

## Canonical Tool & Section URLs
- Homepage / Optimizer: https://optimizeyourprompt.com/
- AI Prompt Improver: https://optimizeyourprompt.com/ai-prompt-improver
- AI Prompt Enhancer: https://optimizeyourprompt.com/ai-prompt-enhancer
- ChatGPT Prompt Optimizer: https://optimizeyourprompt.com/chatgpt-prompt-optimizer
- Claude XML Generator: https://optimizeyourprompt.com/claude-xml-prompt-generator
- Gemini Delimiter Structurer: https://optimizeyourprompt.com/gemini-prompt-optimizer
- Cursor & Claude Code Agent: https://optimizeyourprompt.com/cursor-prompt-optimizer
- CO-STAR Framework Guide: https://optimizeyourprompt.com/frameworks/co-star
- RTF Framework Guide: https://optimizeyourprompt.com/frameworks/rtf
- Chain-of-Thought Guide: https://optimizeyourprompt.com/frameworks/chain-of-thought
- CREATE Framework Guide: https://optimizeyourprompt.com/frameworks/create
- Template Library: https://optimizeyourprompt.com/templates
- Pricing Plans: https://optimizeyourprompt.com/pricing
- FAQ & Knowledge Base: https://optimizeyourprompt.com/faq
- About OptimizeYourPrompt: https://optimizeyourprompt.com/about
- Privacy Policy: https://optimizeyourprompt.com/privacy
- Terms of Service: https://optimizeyourprompt.com/terms
- Full Specification: https://optimizeyourprompt.com/llms-full.txt