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SOUNDNESS

Extraction that keeps its trust: extract distinct from source, a template that grows, confidence carried by each record

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ai-sales-assistant

A WhatsApp assistant that takes a vehicle enquiry to a completed finance application. Case study, verification results, no source code.

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poster-grid-inspector

Model-agnostic AI poster grid inspector: detect a poster's layout grid system with a vision model, view it overlaid, and export SVG guides / CSS Grid / Tailwind code. Ships as an installable agent skill.

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novel_game

An open-source AI engine for turning novels into interactive worlds.

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gpu-architecture-for-ai

Understanding GPU architecture for AI, from CUDA execution and memory to performance and production systems.

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poker-ai-trainer

Telegram AI-тренажёр для анализа покерных раздач: LLM, vision, pot odds, required equity, Monte-Carlo симуляции и история тренировок.

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landing

Route AI coding work across the harnesses already installed on your machine — ask for a kind of work, not a vendor.

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lunar

a Lua-scriptable experimental coding harness

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mamba-from-scratch

From-scratch implementation of S4, Mamba-1 (S6), and Mamba-2 (SSD) state-space models in pure PyTorch. Clear, well-tested, educational.

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ai-job-skill-gauntlet

本地运行的 AI 岗位面试持续能力评估系统：LLM 驱动出题 + 仿真面试官 + 10 维能力画像 + 游戏化成长

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dsh-vision-imagen

DeepSeek Harness all-in-one: no model switching — regular DeepSeek auto-routes to vision & image gen. Multi-backend: Gemini + any OpenAI-compatible (GPT-4o, Qwen-VL, GLM-4V, gpt-image, DALL-E, Flux, OpenRouter). gemini_vision/gemini_generate_image/gemini_optimize_image with vision self-check. Better than modlens.

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dsh-gemini-bridge

DeepSeek Harness plugin: bridge Google Gemini vision & image generation (gemini_vision / gemini_generate_image / gemini_optimize_image) with auto model selection and self-check refinement

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opencode-commandcode

OpenCode plugin for Command Code — bundled model catalog, reasoning variants, and Provider API costs

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ai-platform-lab

Security-first AI platform on Kubernetes — FastAPI + Next.js chatbot with RAG, self-hosted model serving (vLLM), observability, guardrails, and model gateway, deployed on Azure AKS.

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learn

🌕 Learning Hub • AI-Powered ✨ — Literally an AI-powered, not AI-based, learning center. An AI-powered learning hub providing structured discussions and curated learning resources for scikit-plots community.

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tiptoe

Shadow AI/ML discovery for Cisco enterprise networks — Catalyst Center inventory integration, Cisco XDR threat feed, Webex alerts, and stealth-paced single-host assessment

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ablation

Reverse engineering tool

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npm-safe-forDSH

本地优先的 npm 包供应链安全扫描引擎，deepseek harness 插件版本

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ChungusHub

ChungusHub is a local-first, privacy-focused LLM frontend for roleplay.

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multipath-reasoning

Recursive multipath reasoning for LLMs: independent reconstruction, admissibility, provenance, false-attractor resistance, and confidence stabilization.

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