This repository serves as an index of experimental projects, evaluations, proof-of-concepts, templates, patterns, and exploratory ideas related to AI/LLM development and workflows.
This collection brings together various experimental repositories exploring AI agent workflows, LLM capabilities, evaluation frameworks, and development patterns. These repositories represent hands-on experiments, proof-of-concepts, benchmarking efforts, and reusable templates for AI-driven development.
| Repository | Link | Description | Date |
|---|---|---|---|
| Agent Handover Demo |  |
Demonstration of agent handover patterns | 2025 |
| Agent Network Expander Template | |
Template for expanding agent networks | 2025 |
| Agent Task Repo Pattern With MCP | |
Repository pattern for agent tasks using MCP | 2025 |
| AI Agent UN | |
AI agent unified namespace | 2025 |
| AI Agent Workspace Spec | |
Agent workspace specification | Mar 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| AI Assistant Template | |
Template for AI assistant development | 2025 |
| AI Dev Prompts Example | |
Example development prompts for AI | 2025 |
| AI Development Template | |
General AI development template | 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| Bias Censorship Eval Tests | |
Evaluation tests for bias and censorship | 2025 |
| LLM Evaluation Prompts | |
Prompts for evaluating LLMs | 2025 |
| Assistant Self Ideation | |
Demo of AI "self ideation" in practice | Feb 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| LLM Experiment Notebook | |
Notebook of LLM experiments | 2025 |
| LLM Long Codegen Test | |
Testing long-form code generation | 2025 |
| LLM Max Token Length | |
Maximum token length exploration | Feb 2025 |
| Single Shot Brevity Training | |
Training for concise single-shot responses | 2025 |
| One Prompt AI Book | |
Experiment in generating content from single prompts | 2025 |
| Long AI Prompting Experiment | |
Testing experiments with extended prompts | 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| Single Shot Brevity Training |  |
Brevity training interface | 2025 |
| LLM Long Code Generation Experiment | |
Long-form code generation experiment | 2025 |
| Max Output Tokens Analysis | |
Maximum output tokens analysis | Feb 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| Local ASR STT Benchmark | |
Local ASR and STT benchmarking | 2025 |
| Long Form Audio Eval | |
Evaluation of long-form audio transcription | 2025 |
| Personal STT Benchmarking | |
Personal speech-to-text benchmarking | 2025 |
| STT Voice Note Evaluation | |
Evaluation of STT for voice notes | 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| Single Podcast ASR Eval | |
Single podcast ASR evaluation | 2025 |
| STT Comparison | |
Speech-to-text comparison tool | 2025 |
| Local STT Eval One Sample | |
Local STT evaluation with single samples | 2025 |
| Whisper Fine-Tune Eval | |
Interactive evaluation of fine-tuned Whisper models | 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| Podcast ASR Evaluation |  |
Dataset for podcast ASR evaluation | 2025 |
| Whisper Fine-Tune One Shot Eval | |
WER and accuracy evaluation comparing fine-tuned Whisper (Tiny, Base, Small, Medium) vs stock models on 1 hour of audio, inference on Modal A100 | 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| Crying Baby Audio Scrub | |
Audio processing for baby noise removal | 2025 |
| Audio Context Pipeline Model | |
Notes and model for audio context pipeline | Apr 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| OSINT Missile Intelligence Agent | |
OSINT-focused intelligence agent | 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| GHG EBITDA Correlations | |
Analysis of greenhouse gas and EBITDA correlations | 2025 |
| Repository | Link | Description | Date |
|---|---|---|---|
| Test Markdown Docs | |
Test repository for markdown documentation | 2025 |
| Test System Prompts | |
Test repository for system prompts | 2025 |
Note: This is a focused index covering experimental AI/LLM development projects. For a higher-level collection of all repository indexes and other projects, see the GitHub Master Index.
Daniel Rosehill Contact: [email protected] Website: danielrosehill.com