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Born to Speak

From a 174KB text editor to IETF draft proposals—we refine the meaning of every single byte at the boundary of resource scarcity.

Saki Studio is an engineering workshop grown from extreme edge environments. We specialize in Software Engineering under Extreme Constraints—delivering production-grade performance on compute-limited hardware, providing compliance infrastructure for high-regulation industries, and finding architectural shortcuts through mathematics and soul in edge cases that industry giants ignore.

Our product matrix spans across AI infrastructure, medical informatics, geomatics engineering, and developer utilities. 2 of our products are published on the App Store, 1 on Winget, and 1 IETF Internet-Draft has been submitted for review.


Core Philosophy: Efficiency Under Scarcity

Maximum Computation at the Edge

We do not chase all-powerful monolithic models. Saki Studio excels at maximizing the utility of computing hardware in low-power, high-latency, and bandwidth-constrained environments. We write memory-safe execution engines in Rust (zero OOM), high-throughput parsers in Go, and human-friendly interfaces in Swift.

As long as our nodes are online, we deliver resilient code forged through extreme survival testing.

#DigitalScavenger #ScarcityOptimizer #EdgeComputing #ComplianceInfrastructure

AI Infrastructure & Agent Utilities / INFRASTRUCTURE

SakiAgentSkills (Agent Skill Orchestration)

[App Store Published] Far more than a mere MCP wrapper—this is a **cross-platform Agent skill orchestration framework**. With 15 skill modules and 12 structured knowledge bases, it encapsulates complex MCP parameters, SSH tunnels, and pipelines into reusable, composable, and standardized skill blocks.

Others offer tool lists; we offer cognitive workflows. Your Agent won't just "call a tool," but will know exactly "when and in what order" to invoke them.

Explore Skills → App Store Download

SakiMCP (Model Context Protocol)

[v9.5.0 Rapid Iteration] Introducing the industry-first **Session Guard** protection mechanism. It automatically intercepts unauthorized directory writes before the AI Agent executes code, preventing rogue Agent write loops from the architectural level. The Rust-based engine guarantees zero OOM, and progressive schema compression reduces context window footprint by **over 65%** compared to standard alternatives.

While standard clients suffer from security vulnerabilities like ContextCrush, SakiMCP's tamper-proof audit trail provides a compliant foundation for the EU AI Act (2026/8 deadline).

App Store Download →


Product Matrix / PRODUCTS

Saki Pharmacy OS

The state of pharmacy software: data breaches, high upfront setup fees, slow support, and legacy interfaces straight out of Windows XP—while pharmacists face severe legal and financial liabilities for dispensing errors.

Saki Pharmacy OS answers with an **Offline-First Architecture** (dispenses smoothly even when the network drops), **Smart Refill Alerts**, and a **Clinical Decision Support System (CDSS)** for drug-drug interactions, all powered by our proprietary prescription auditing engine.

Disruptive Pricing: $0 setup fee + NT$499/month subscription.

go-tw-his-parser

[Open Source / Go] Bypassing HIS vendor lock-in. Healthcare clinics face legacy BIG5 encoding anomalies, chaotic XML formats, and astronomical database migration fees (ranging from thousands to millions of NTD).

go-tw-his-parser parses three major local HIS formats into clean, international **FHIR standards**. Features built-in XML verification and automatic ICD-10 mapping, bringing vendor migration costs down to **zero**.

SakiMeasureMAP

[In Development] A cross-platform calculation engine (iOS/macOS/Windows) for geomatics engineers. Addressing SuperPad's opaque pricing, Leica's sudden crashes that corrupt SD cards, and Bluetooth drops that interrupt field operations—where surveyors bear strict liability under local land laws.

Our solution: **Auto-save & resume-from-break** (zero data loss), **live precision visualization**, and a **regulatory compliance engine** to verify structural data on-site.

Transparent Pricing: NT$2,400/year subscription.

Vi — The Bill Joy Classic, Reborn for Win64

[Winget Published] The original Vi written by Bill Joy, compiled native for Windows x64. A single 174KB binary, statically linked with UCRT64, zero external dependencies. GPL-2.0 open source.

Resolving gVim's system clipboard synchronization issues and Neovim's tedious 30-minute boilerplate configurations. Vi features **out-of-the-box clipboard sync**, CJK encoding auto-detection, and built-in multilingual `:help` (Traditional Chinese, English, Japanese).

A poem that compiles.

SASS — Saki Agent SSH Protocol

[IETF Internet-Draft Submitted] SASS Protocol v1.4, a secure, transport-agnostic remote command protocol forged from active threat defense. Supports macOS, Windows, iOS, tvOS, watchOS, and ESP32 nodes.

Read Protocol →


Footprints in the Wasteland: Client Testimonials / TESTIMONIALS

"On the day of the ISP blackout, our pharmacy was the only one on the street dispensing prescriptions."

—— Pharmacist in Charge · Community Pharmacy Group

Legacy software was slow, prone to errors, and database migration was quoted at thousands of dollars. We switched to Saki Pharmacy OS for NT$499/month with zero upfront fees. Last month, when the regional network went down, every other pharmacy closed, but we kept dispensing prescriptions offline. The CDSS engine also flagged two fatal drug interactions on the spot. This software is a lifesaver.

"Session Guard intercepted an out-of-control Agent write loop, saving our codebase."

—— Lead Architect · AI Automation Lab (Silicon Valley)

We ran an autonomous Coding Agent for code refactoring, and due to hallucination, it attempted unauthorized file deletions and out-of-bounds writes. SakiMCP's Session Guard blocked the execution instantly. Furthermore, we saved over 60% on our LLM API bills thanks to SakiMCP's progressive schema compression. The tamper-proof audit trails also helped us clear EU AI Act compliance checks.

"Live precision feedback and auto-save mean we never lose another geomatics point."

—— Geomatics Engineer · Land Surveying Firm

Under local land laws, survey inaccuracy holds strict personal liability. Leica's terminal used to overheat and corrupt SD card data, destroying hours of hard work. SakiMeasureMAP's resume-from-break and live precision visualization let us confirm compliance right in the field. This tool is a fundamental safeguard for our firm.


Technical Expertise

> Loading Module: Micro-SLMs... [OK]
> Parsing Unstructured Data (BIG5 → UTF-8 → FHIR)... [OK]
> Validating Compliance Engines (EU AI Act / Local Regulations)... [OK]
> Compressing Context Window (schema compression -65%)... [OK]
> System Status: Stable at the edge.

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