Firehose wrap-up for December 2025
Public projects created in December 2025: 74 repos and 6 datasets across 27 days.
GitHub Repositories
74 repos created
- AI Agent Virtual Panel Configs 1 December 2025 · GitHub · Tool Sets of "panels" for testing Rally (AskRally.com) exploring various "frontier" applications for the concept of AI personas and simulated voting bodies and thinking groups
- AI Fix My Messy Whiteboard 2 December 2025 · GitHub · Tool Whiteboard cleanup pipeline and util (local implementation)
- Cloud ASR MCP 2 December 2025 · GitHub · MCP server WIP MCP for using various cloud ASR models for speech to text / transcription
- Peace In The Middle East 2 December 2025 · GitHub · Documentation WIP - Multiagentic geopolitcal simulation ideating problem-solving and bridge-building in the Middle East
- All About MCP 3 December 2025 · GitHub · MCP server Example repository for agentic AI generated long form report generation
- AMD AI Server 3 December 2025 · GitHub · Documentation Local AI inference server for AMD GPU users
- Save To NAS MCP 3 December 2025 · GitHub · MCP server An MCP server for saving files and folders to a local NAS over NFS. Eliminates repetitive steps when transferring data to NAS storage.
- Smart Home Halacha 3 December 2025 · GitHub · Tool Notebook on Halachic dimensions of smart home usage and Home Assistant
- Voice Cleanup Prompt Experiment 3 December 2025 · GitHub · Prompt collection Testing various permutations in system prompting for raw audio transcript cleanup and comparing multimodal ASR vs. the STT + LLM approach
- Claude Batch Optical Archivist Plugin 5 December 2025 · GitHub · Agent plugin Claude Code plugin: plan and burn batch M-Disc / BD-R / DVD archives on Ubuntu via growisofs with copy multipliers for offsite duplicates.
- Lashon Hara Chatbot 5 December 2025 · GitHub · Documentation Prototype chat UI for lashon hara Q&A
- AMD Radeon 7700 Notes 6 December 2025 · GitHub · Documentation Some notes about my GPU and compatibility
- Claude Interview 062325 6 December 2025 · GitHub · Documentation Response to Anthropic's user interview
- One Shot Transcription Microphone Eval 6 December 2025 · GitHub · Evaluation Test samples for various microphones with an STT accuracy eval
- Speech To Text Chain Notes 6 December 2025 · GitHub · Documentation Notes on STT processing chain (for future voice projects)
- Audio Multimodal AI Resources 7 December 2025 · GitHub · Documentation A compilation of resources (model profiles, benchmarks, docs) for multimodal AI models with audio understanding (esp. focused on ASR and transcription use-cases)
- Claude Workspace Setup Helper 7 December 2025 · GitHub · Documentation Population utility for creating Claude workspaces
- Cloud STT Price Points 1225 7 December 2025 · GitHub · Tool Point in time pricing snapshots for ASR (07-12-2025)
- Audio Understanding Test Prompts 8 December 2025 · GitHub · Prompt collection A few test prompts to be used when evaluating audio multimodal models
- Bug Reports And Fixes 8 December 2025 · GitHub · Documentation Aggregated notes for bug reporting and any fixes identiifed
- Compatibility Notes 8 December 2025 · GitHub · Documentation Notes verifying compatibility between components
- Karaoke Music Vid Generator 8 December 2025 · GitHub · Tool Generation script template for singalong vids (from Suno songs!)
- GitHub Star Organiser 9 December 2025 · GitHub · Tool WIP - system for managing things you star on Github
- MCPM Claude Code Docs 9 December 2025 · GitHub · MCP server Docs (for self) on how to use Claude Code in conjunction with MCPM
- Whisper WPM Background Noise Eval 9 December 2025 · GitHub · Evaluation Quick eval to try answer a question: how much does speaking pace affect WER/accuracy in ASR?
- Speech And ASR Evaluations 10 December 2025 · GitHub · Evaluation Index repository for speech recognition and ASR evaluations
- Transcription Cleanup Eval 1225 10 December 2025 · GitHub · Evaluation Evaluating various cloud audio understanding models on the transcribe and cleanup workflow/task
- Whisper Fine Tune Accuracy Eval 10 December 2025 · GitHub · Evaluation Comparing Whisper fine-tunes versus stock Whisper on local inference
- DIY Baby Monitoring Notes 11 December 2025 · GitHub · Documentation Some notes from setting up monitoring systems at home
- Hebrew Image Generation Eval 11 December 2025 · GitHub · Evaluation Snap evaluation to assess the ability of various text to image models to produce generations with correct Hebrew text (pass/fail)
- Retailer Recommendations 11 December 2025 · GitHub · Documentation Small collection of various recs for places, mostly shops in Israel
- AI Transcription Notepad 12 December 2025 · GitHub · Tool Voice note taking utility that uses cloud audio multimodal models for single pass transcription and text cleanup
- AI Developers Career Planning Notes 13 December 2025 · GitHub · Tool Notes/ideas for the evolving face of programming jobs!
- Local Secrets MCP 13 December 2025 · GitHub · MCP server Notes / an idea for a local MCP handler for secrets that works in conjunction with a cloud API
- AI Model Manager 14 December 2025 · GitHub · Documentation Planning/WIP repo fro AI model manager
- Ideation Pipeline 15 December 2025 · GitHub · Documentation Pipeline of project and app ideas in various stages of development
- Is Vibe Coded 15 December 2025 · GitHub · Documentation Simple graphics intended to serve as a "this was vibe coded FYI" and attribute model
- Long Form Audio Pipeline 15 December 2025 · GitHub · Tool Basic audio pipeline for preparing long audio content for ASR transcription
- My Network MCP 15 December 2025 · GitHub · MCP server MCP for providing a manually managed LAN directory to AI tools
- Vendor Agent CLIs 15 December 2025 · GitHub · Documentation List (may update periodically) of vendor CLIs with agentic/tool-calling capabilities
- Voice Tech Subreddits 15 December 2025 · GitHub · Documentation Small collection of subreddits where ASR, STT, voice tech is discussed
- Wasabi S3 MCP 15 December 2025 · GitHub · MCP server MCP for performing S3 operations in Wasabi S3-compliant buckets
- Weird AI Experiment Ideator 15 December 2025 · GitHub · Tool Using AI to idate "what would happen if...?"
- Audio Multimodal Formatting Prompts 16 December 2025 · GitHub · Prompt collection AI-ideated prompts for single pass audio multimodal transcript formatting
- Declaude 16 December 2025 · GitHub · Tool Slash command for applying text rewriting instructions to correct for user-defined grievances with AI-generated technical documentation
- Dictation Macropad 16 December 2025 · GitHub · Documentation Plan/key allocation for a macropad optimised for heavy daily dictation worklflows
- Model Scout MCP 16 December 2025 · GitHub · MCP server MCP for checking AI API model pricing across providers
- Text Cleanup Fine Tuning Set 18 December 2025 · GitHub · Tool Fine-tuning dataset/plans for text cleanup audio multimodal
- Text Transformation Prompt Stack 18 December 2025 · GitHub · Prompt collection Documentation/notes for a "prompt stack" for audio multimodal text processing
- Voice Control Linux 18 December 2025 · GitHub · Documentation Claude-enhanced research for voice control platforms with Linux support
- Brother Label Printer GUI 20 December 2025 · GitHub · Tool Python GUI and CLI application for printing labels with QR codes on Brother QL-700 label printers
- Home Inventory Taxonomy 20 December 2025 · GitHub · Documentation Taxonomy for Homebox fork
- Claude Model Identifier 21 December 2025 · GitHub · Documentation Prompt to request Claude to proactive identify itself and model variant before every new conversation
- Voice Cloning Difference Test 21 December 2025 · GitHub · Documentation Quick test to see how much of a difference sample intonation makes in single shot voice cloning!
- Claude App Optimiser 23 December 2025 · GitHub · Application System prompt, slash command, agent
- Impact Bond Policy Simulator 24 December 2025 · GitHub · Tool Multiagent simulation exploring potential reactions to a social policy iniative
- Internal Apps Ideation 24 December 2025 · GitHub · Documentation Ideation notes for internal apps planning
- AI Tech Doc Stack 25 December 2025 · GitHub · Documentation Notes (Dec 2025) for an AI technical documentation stack
- AI Sysadmin 26 December 2025 · GitHub · Documentation Desktop maintenance utility (WIP/planning notes)
- Better Web Design Inc 26 December 2025 · GitHub · Documentation Agentic web design crew specialising in offbeat designs and client dissatisfaction!
- Claude System Recovery Mode 27 December 2025 · GitHub · Tool Boot target for using an agentic CLI for system recovery on Ubuntu (adapting to other GRUB-supporting OSes should be simple; for non-Linux envs, fork and modify).
- No Wheel Inventions 27 December 2025 · GitHub · Tool Slash command for Claude (and agents) to encourage them to avoid reinventing the wheel
- Quick RMBG 27 December 2025 · GitHub · Tool Dolphin action for KDE Plasma to quickly invoke RMBG for background removal with support for two-pass and infinite-pass operation modes
- Cable Reference Wall Charts 28 December 2025 · GitHub · Documentation Some Nano Banana Pro cable reference graphics for printing
- Claude Development Agents 29 December 2025 · GitHub · Documentation Updated and consolidated list of agents that I use and reuse across projects
- Stack Research Prompt Mini Eval 29 December 2025 · GitHub · Prompt collection Testing how various AI tools handle "stack request" prompts - a staple of my AI use!
- You Are Stuck 29 December 2025 · GitHub · Documentation Plan/idea for agentic coding
- BTRFS Snapper MCP 30 December 2025 · GitHub · MCP server An MCP (Model Context Protocol) server for managing BTRFS snapshots via Snapper and monitoring BTRFS filesystem health.
- Desktop MCP 31 December 2025 · GitHub · MCP server Local MCP server exposing specialised tools to agents
- LLM Recommendation Agent 31 December 2025 · GitHub · Documentation AI agent for suggesting suitable LLMs for projects
- New Turn Claude Hook 31 December 2025 · GitHub · Documentation WIP/Planning for a Claude or other agent CLI hook
- Retro Website Designer 31 December 2025 · GitHub · Website Agent to give websites a Geocities styled makeover
- Shared AI Chats Research 31 December 2025 · GitHub · Documentation AI assisted search query (and notes)
- User Manual Plugin 31 December 2025 · GitHub · Agent plugin Prompt for asking Claude to write you documentation
Datasets
6 datasets created
- Israel Photos 3 December 2025 · Hugging Face · Training dataset A collection of 369 photographs captured across Israel between 2024 and 2025, with LLM-generated captions and location annotations. The images are sourced from the photographer's Pexels gallery.
- ASR WPM And Background Noise Eval 9 December 2025 · Hugging Face · Audio dataset A dataset of annotated audio recordings for evaluating how different factors affect Whisper (and other ASR/STT systems) transcription accuracy.
- Small STT Eval Audio Dataset 10 December 2025 · Hugging Face · Audio dataset A small speech-to-text evaluation dataset containing 92 audio samples with ground truth transcriptions.
- STT Fine Tune Eval 101225 10 December 2025 · Hugging Face · Evaluation dataset Evaluation Date: December 10, 2025
- Hebrew Image Eval 111225 12 December 2025 · Hugging Face · Evaluation dataset An evaluation of major text-to-image models on their ability to accurately render Hebrew text.
- Transcription Cleanup Trainer 18 December 2025 · Hugging Face · Audio dataset A curated dataset for training speech-to-text cleanup models to achieve optimal transcript refinement.