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Peace Thabiwaleft a comment
Hey everyone 👋 I built Reversible Binary Explainer V2 because most binary explanations stop at “here’s the result” — and never prove how to get back. This tool enforces reversibility by default: every shift, XOR, encoding, or transform must demonstrate its inverse. If it can’t be reversed, it fails the explanation. I’d love feedback from devs, educators, and anyone who’s ever felt binary logic...
Reversible Binary Explainer V2Binary operations you can undo, verify, and reason about.
Directive-locked binary, encoding, and mathematical explainer enforcing reversible templates with MindsEye context and command control.
Reversible Binary Explainer V2Binary operations you can undo, verify, and reason about.
Peace Thabiwaleft a comment
This launch focuses on something I think AI explainers get wrong: accountability. Reversible Binary Explainer operates in a strict directive mode where explanations are only allowed if they can be reversed, verified, and traced. I ran a full 12-step test suite covering command enforcement, template locking, reversibility checks, dependency validation, and system snapshots — all passed. I’ll be...
Reversible Binary ExplainerDirective-locked, reversible binary and math explanations
Reversible Binary Explainer is a directive-locked AI explainer that enforces deterministic structure, reversibility, and provenance when explaining binary operations, encoding schemes, memory layouts, algorithms, and mathematical transformations.
Unlike traditional explainers, it cannot respond unless a template is explicitly selected. Every explanation must show forward and inverse logic, verify reversibility, and emit MindsEye context across temporal, ledger, and network layers.
Reversible Binary ExplainerDirective-locked, reversible binary and math explanations
Peace Thabiwaleft a comment
Hey Product Hunt! 👋 I'm excited to share the MindsEye Google Ledger Dataset with you today. What makes this different? Most AI datasets are synthetic or carefully curated. This one is raw, real, and messy—in the best way possible. It's 18,437 nodes of actual organizational memory from a 42-person company that ran their entire knowledge system on Gmail + Google Sheets + Gemini for a full year....
MindsEye Dataset Admin Console"The first public dataset of real organizational AI memory
This application lets you manage Hugging Face datasets by fetching dataset splits, previewing data, and uploading CSV files to update datasets. Users need to provide dataset repository details and ...
MindsEye Dataset Admin Console"The first public dataset of real organizational AI memory
Semantic & structural search engine for the MindScript ecosystem. Index prompts, ledger entries, templates, and runtime outputs — enabling fast retrieval, pattern scanning, and temporal recall across MindScript workflows. - PEACEBINFLOW/mindscript-search
MINDSCRIPTmindscript-search and MindScript ecosystem.
Peace Thabiwaleft a comment
Hey everyone! 👋 MindScript started as a way to fix a big pain point in AI workflows — prompts, outputs, and reasoning steps get lost or become impossible to retrieve later. mindscript-search changes that. It adds *semantic + structural* search across everything: templates, prompts, ledger entries, and runtime outputs. You can now recall patterns, compare model behavior, replay workflows, and...
MINDSCRIPTmindscript-search and MindScript ecosystem.
MindScript Core — The official language specification, execution laws, and architectural model for MindScript, the AI-native prompting language created by Peace Thabiwa (Sageworks AI). Includes the formal syntax, deterministic stage logic, modality rules, ledger schemas, and documentation for implementing MindScript across multi-modal AI systems. - PEACEBINFLOW/mindscript-core
MindScript A New Programming Layer for AI Reasoning
MindScript Templates — The official library of structured, deterministic MindScript patterns for text, diagram, image, video, and automation tasks. Includes multi-stage templates, modality-specific patterns, pattern inheritance examples, and real-world examples demonstrating how to execute MindScript programs across LLMs and agent systems. - PEACEBINFLOW/mindscript-templates
MINDSCRIPTA programming layer & runtime for structured AI reasoning
Peace Thabiwaleft a comment
Hey everyone! I'm Peace, founder of SAGEWORKS AI. MindScript started as an experiment — I wanted a way to talk to AI that wasn’t messy or unpredictable. What began as a structured prompt format evolved into a full programming layer that bridges human logic and AI reasoning. Today I’m releasing the first two repos, and more will follow. Would love feedback, ideas, or contributions from the...
MindScript A New Programming Layer for AI Reasoning
Peace Thabiwaleft a comment
Hi Product Hunt 🚀 I’m Peace Thabiwa — founder of Sageworks AI and creator of MindScript. I built MindScript because I got tired of messy prompts, unpredictable outputs, and losing track of my work across tools. So I designed a language that treats prompts as code, with a ledger for memory, a runtime for execution, and modality-agnostic templates so you can do text, diagrams, images, video,...
MINDSCRIPTA programming layer & runtime for structured AI reasoning