AI & Prompt Quality Assurance
Validate, test, and debug Token-Oriented Object Notation (TOON) documents online. Inspect real-time line diagnostics, resolve column mismatches, explore interactive node trees, and format TOON with 100% browser-only privacy.
Dual Interactive Editors
Validate and edit two TOON documents simultaneously with real-time syntax checking and line-level error highlights.
Instant Line Diagnostics
Pinpoints exact line numbers, indentation errors, tabular column mismatches, and header syntax issues instantly.
Interactive Tree Inspector
Inspect parsed node hierarchy for both editors, drill into nested branches, and copy JSON paths in one click.
100% Client-Side Security
All validation, formatting, and linting execute locally in your browser. No sensitive prompt payloads ever leave your device.
1. The Anatomy of a Valid TOON Document: Grammar & Strict Specifications
A valid Token-Oriented Object Notation (TOON) document consists of four core structural tokens: root key-value pairs (key: value), tabular array declarations (name[N]{col1,col2}:), inline scalar lists (tags[3]: a,b,c), and nested objects indented with exactly 2 spaces. Our online TOON validator verifies that all array length declarations [N] match the exact count of child records, and that every CSV row adheres to the column count defined in the curly braces. This strict grammar guarantees error-free conversion to standard JSON.
2. Preventing AI Hallucination & Data Misalignment in LLM Prompts
When feeding tabular data to Large Language Models like GPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro, a single missing comma or misaligned column value can cause the model to shift fields across rows (e.g. interpreting a user's email as their role). Validating your prompt templates with our TOON syntax linter catches these discrepancies prior to runtime execution, ensuring AI agents and RAG pipelines process structured facts with 100% accuracy.
3. Air-Gapped Client-Side Security: Zero Server Data Transmission
Security and privacy are non-negotiable when validating sensitive API payloads, environment configurations, and customer datasets. Unlike cloud-based linters that transmit payloads over remote HTTP endpoints, our secure TOON validator executes 100% locally in your browser. All parsing algorithms, regex match calculations, formatting, and tree builds happen inside your browser runtime, satisfying strict data governance policies (GDPR, HIPAA, SOC 2).
4. Dual-Editor Workflow for Fast A/B Prompt Testing & Refactoring
Comparing two variations of a prompt payload is a daily requirement for AI engineers. The dual interactive editors in this tool let you keep a baseline version in Editor 1 while refactoring or modifying fields in Editor 2. You can validate both snippets simultaneously, search for specific tokens across both panes, and inspect the parsed hierarchy in the interactive node tree explorer below.