Organized collection of research topics, findings, and documentation. Each topic directory contains related markdown documents, code examples, and supporting materials.

Quick Stats

  • Total Topics: 86 active research areas
  • Last Updated: December 2025
  • Organization: Topic-based directory structure with categories
  • Format: Markdown documentation with YAML frontmatter

Topics by Category

AI & LLMs

TopicDescription
agents/AI agent patterns, messaging schemas, agent-to-agent communication
agentic-frontend/Agentic UI patterns for frontend applications
ai-image-generation-tools/Image generation tools and APIs
automated-reasoning/Z3 SMT solver, formal verification, LLM output verification
chatgpt-memory/ChatGPT memory features and capabilities
claude-code/Custom slash commands, GitHub integration, workflow automation
claude-code-agents/Agent development, headless testing, specifications
claude-extended-thinking/Extended thinking capabilities research
claude-opus-4-5/Opus 4.5 performance, quality, cost analysis
embedding-models/Embedding model comparison and usage
factory-ai-droid/Factory AI Droid research
haiku-vs-cursor-composer/Haiku vs Cursor Composer comparison
local-llm-inference/Local LLM deployment and inference
multimodal-llms-video/Multimodal LLMs for video processing
nano-banana/Nano Banana (Gemini image generation)
text-to-speech/Text-to-speech technologies

Game Theory & Poker

TopicDescription
cfr-poker/Counterfactual Regret Minimization for poker
cfr-poker-gpu/GPU-accelerated CFR implementation
game-theory-cfr/Game theory and CFR algorithms

Knowledge Graphs & Data

TopicDescription
bible-knowledge-graphs/Knowledge graph construction from biblical texts
duckdb/DuckDB vector database, hybrid memory, analytics
google-rag-file-search/Google RAG and file search capabilities
lattice/Lattice knowledge graph system
lattice-opensource-setup/Open source Lattice configuration
lattice-publish/Publishing Lattice documentation sites
lattice-testing/Lattice testing strategies
local-knowledge-graph/Local knowledge graph implementation
sqlite-vss/SQLite vector similarity search
youtube-transcript-lattice/YouTube transcript integration with Lattice
youtube-transcripts/YouTube transcript extraction

Development Tools & Frameworks

TopicDescription
build-tools/Build tool comparison and usage
bun-nestjs/Bun runtime with NestJS framework
bun-testing/Testing with Bun runtime
formkit-vue-forms/FormKit for Vue.js forms
mermaid-validation/Mermaid diagram validation
model-context-protocol/MCP servers and integration
nestjs-testing-standards/NestJS testing best practices
opencode-reload-behavior/OpenCode CLI behavior research
shopify-liquid/Shopify Liquid templating
zed-editor/Zed editor research
zig-programming-language/Zig language features, performance

Hardware & Systems

TopicDescription
amd-gpu/AMD GPU MCLK behavior, power, thermal management
lidar-technology/LiDAR technology research
mac-studio-m3-ultra/Mac Studio M3 Ultra capabilities
webgpu/WebGPU for browser-based LLMs, Vulkan backend

Linux & Ubuntu

TopicDescription
appimage-ubuntu/AppImage installation, FUSE, desktop integration
chromecast-audio-ubuntu/Chromecast audio routing on Ubuntu
linux-storage-management/Linux storage and disk management
linux-terminal-emulators/Terminal emulator comparison
logitech-brio-ubuntu/Logitech Brio webcam on Ubuntu
terminal-recording/Terminal session recording tools
ubuntu-audio-streaming/Audio capture and Whisper transcription
ubuntu-clipboard-commands/Clipboard management on Ubuntu

macOS

TopicDescription
macos-window-management/macOS window management tools

Cloud & DevOps

TopicDescription
argo-events/Argo Events for Kubernetes
cloudflare-pages-deployment/Cloudflare Pages deployment, Direct Upload, subdomain SEO
cloudflare-tunnel-k3s/Cloudflare Tunnel with K3s
tailscale/Tailscale SSH, device sharing, ACL configuration

APIs & Integrations

TopicDescription
ebay-api/eBay API integration
github/GitHub features and API
google-notebooklm-api/Google NotebookLM API research
linkedin-api/LinkedIn API integration
x-api/X/Twitter API integration

Security

TopicDescription
android-spyware-removal/Android spyware detection and removal
tryhackme/TryHackMe learning platform

SEO & Marketing

TopicDescription
seo-indexing/SEO indexing strategies
social-media-strategy/Social media strategy planning

Finance & Investment

TopicDescription
international-dividend-etfs/International dividend ETF research
salton-sea-investment/Salton Sea investment opportunities
social-security-retirement/Social Security benefits, claiming strategies
us-tax-foreign-contractors/Form W-8BEN, withholding rules for contractors

Consumer Research

TopicDescription
kindle-text-extraction/Extracting text from Kindle
tesla-autonomous-driving/Tesla FSD and autonomous driving
tesla-model-s/Tesla Model S buying guide, depreciation

Education & Learning

TopicDescription
early-reading-tk/Teaching early reading to 5-year-olds
harvard-admissions/Harvard admissions research

Religion & Philosophy

TopicDescription
church-nonprofit-501c3/Church nonprofit 501(c)(3) setup
jesus-paul-christianity-origins/Early Christianity historical research
meaning-of-life/Philosophical research

Personal & Miscellaneous

TopicDescription
american-holidays/US holiday information
group-camping-coordination/Group camping planning
jaequery/Personal research topic
jhancock/Personal research topic
problems/Problem tracking and root cause analysis
sign-language-translation/Sign language translation technology
test-e2e-workflow/End-to-end testing workflows

Directory Structure

Each research topic follows this structure:

/topic-name/
  README.md          # Topic overview with purpose, contents, key findings
  *.md              # Research documents with detailed analysis
  *.py, *.js, etc.  # Optional code examples and scripts

Organization Rules

  1. New Topics: Create a directory with kebab-case naming (e.g., my-research-topic/)
  2. Related Documents: Group all related files within the topic directory
  3. README Files: Add README.md for topics with multiple documents or complex structure
  4. Naming Conventions: Use descriptive, kebab-case filenames
  5. Frontmatter: Include YAML frontmatter for metadata (created, updated, status, tags)

Slash Commands

Available commands for research automation:

  • /research [topic-query] - Smart research: searches existing docs, asks before new research
  • /graph-sync - Extract entities from modified docs and sync to knowledge graph
  • /entity-extract [file] - Extract entities from a single document

Topic Statistics

CategoryCount
AI & LLMs16
Game Theory & Poker3
Knowledge Graphs & Data11
Development Tools & Frameworks11
Hardware & Systems4
Linux & Ubuntu8
macOS1
Cloud & DevOps4
APIs & Integrations5
Security2
SEO & Marketing2
Finance & Investment4
Consumer Research3
Education & Learning2
Religion & Philosophy3
Personal & Miscellaneous7
TOTAL86

Last updated: 2025-12-25 Research curator: Claude Code