NeuAI Use Case Examples

Templates and workflows for common NeuAI applications

Personal Assistant

U

User Preferences Profile

Beginner

Build a comprehensive profile of user preferences for personalized assistance.

Setup Commands # Store communication preferences python3 ~/.neuai/neuai-agent-bridge.py remember "User prefers concise, bullet-point responses" --type preference --importance 5 # Store timezone python3 ~/.neuai/neuai-agent-bridge.py remember "User is in Pacific Time (PT)" --type fact --importance 4 # Store work schedule python3 ~/.neuai/neuai-agent-bridge.py remember "User works 9am-5pm weekdays" --type fact --importance 3
preference
Prefers technical explanations over analogies
fact
Primary programming language is Python
T

Task Tracking

Beginner

Use NeuAI to track tasks and reminders across conversations.

Task Management # Add a task python3 ~/.neuai/neuai-agent-bridge.py remember "TODO: Review PR #42 by Friday" --type task --importance 4 --tags "work,urgent" # Add a reminder python3 ~/.neuai/neuai-agent-bridge.py remember "Reminder: Team standup every day at 9am" --type task --importance 3 # Query tasks python3 ~/.neuai/neuai-agent-bridge.py chat "What tasks do I have pending?"

Development Workflows

P

Project Context

Intermediate

Store project-specific context using local .neuai directories.

Initialize Project Create local .neuai directory in project root
Store Architecture Document tech stack, patterns, conventions
Track Decisions Log architectural decisions as they're made
Project Setup # Create local context mkdir -p .neuai/data echo '{"project_guid": "my-project-001"}' > .neuai/identity.json # Store project info cd /path/to/project python3 ~/.neuai/neuai-cli.py > remember "This project uses React 18 with TypeScript" --type fact --importance 5 > remember "We follow BEM naming for CSS classes" --type insight --importance 4
D

Debug Session Memory

Intermediate

Track debugging progress across sessions for complex issues.

Debug Workflow # Start debug session python3 ~/.neuai/neuai-agent-bridge.py remember "BUG-123: App crashes on login" --type task --importance 5 # Log findings python3 ~/.neuai/neuai-agent-bridge.py remember "BUG-123: Crash happens when token is expired" --type insight --importance 4 # Log attempted fixes python3 ~/.neuai/neuai-agent-bridge.py remember "BUG-123: Tried refreshing token - didn't help" --type insight --importance 3 # Ask for analysis python3 ~/.neuai/neuai-agent-bridge.py chat "What have we learned about BUG-123?"
C

Code Review Assistant

Advanced

Use multi-subject memory to track feedback across repositories.

Multi-Repo Context # Store common patterns (shared memory) python3 ~/.neuai/neuai-agent-bridge.py remember "Always check for null before accessing properties" --type insight --importance 5 --subjects "frontend-app,backend-api" # Project-specific pattern python3 ~/.neuai/neuai-agent-bridge.py remember "Backend uses repository pattern for data access" --type fact --importance 4 --subjects "backend-api" # Query for project python3 ~/.neuai/neuai-agent-bridge.py recall --subjects "backend-api"
multi-subject deduplication cross-project

Learning & Research

L

Learning Journal

Beginner

Track concepts learned and questions to explore.

Learning Session # Log new concept python3 ~/.neuai/neuai-agent-bridge.py remember "Learned: Event sourcing stores state changes as events" --type insight --importance 4 --tags "architecture,patterns" # Log question for later python3 ~/.neuai/neuai-agent-bridge.py remember "Question: How does CQRS relate to event sourcing?" --type task --importance 3 # Review what you've learned python3 ~/.neuai/neuai-agent-bridge.py chat "Summarize what I've learned about event sourcing"
R

Research Assistant

Intermediate

Collect and synthesize research across multiple sessions.

Research Workflow # Store research findings python3 ~/.neuai/neuai-agent-bridge.py remember "Paper: 'Attention Is All You Need' introduced transformers" --type fact --importance 5 --tags "ml,research" # Store comparison notes python3 ~/.neuai/neuai-agent-bridge.py remember "Comparison: BERT is encoder-only, GPT is decoder-only" --type insight --importance 4 # Ask for synthesis python3 ~/.neuai/neuai-agent-bridge.py chat "Compare transformer architectures based on my notes"

Claude Code Integration

A

Agent Bridge Automation

Advanced

Use the /neuai skill in Claude Code for seamless integration.

Claude Code Commands # In Claude Code: /neuai status /neuai What do you know about me? /neuai remember I prefer TypeScript over JavaScript /neuai recall preferences

The neuai-assistant agent can also be invoked through the Task tool for complex memory operations.

S

Script Integration

Advanced

Integrate NeuAI into shell scripts and automation.

Shell Integration #!/bin/bash # git-commit-with-context.sh # Get project context from NeuAI CONTEXT=$(python3 ~/.neuai/neuai-agent-bridge.py chat "Summarize commit conventions for this project" 2>/dev/null | jq -r '.response') # Get changed files CHANGED=$(git diff --cached --name-only) # Ask NeuAI for commit message suggestion MSG=$(python3 ~/.neuai/neuai-agent-bridge.py chat "Suggest commit message for: $CHANGED. Context: $CONTEXT" | jq -r '.response') echo "Suggested: $MSG" read -p "Use this message? [y/n] " -n 1 -r if [[ $REPLY =~ ^[Yy]$ ]]; then git commit -m "$MSG" fi

Advanced Patterns

M

Multi-Subject Knowledge Graph

Advanced

Link memories across subjects to build a knowledge graph.

Knowledge Graph # Create interconnected memories python3 ~/.neuai/neuai-agent-bridge.py remember "React uses virtual DOM for efficient updates" --type fact --importance 5 --subjects "react,frontend" python3 ~/.neuai/neuai-agent-bridge.py remember "Vue also uses virtual DOM" --type fact --importance 4 --subjects "vue,frontend" # Link existing memory to new subject python3 ~/.neuai/neuai-agent-bridge.py link mem_abc123 "javascript-fundamentals" # Query across subjects python3 ~/.neuai/neuai-agent-bridge.py recall "virtual DOM" --subjects "react,vue"
E

Export/Import Workflows

Intermediate

Backup and transfer knowledge between systems.

Data Portability # Export all data python3 ~/.neuai/neuai-cli.py > /export # This creates: # ~/.neuai/exports/neuai-export-2025-12-26.json # Import on new system cp neuai-export-2025-12-26.json ~/.neuai/ python3 ~/.neuai/neuai-cli.py > /import neuai-export-2025-12-26.json # Selective memory transfer # Copy specific memories.json between .neuai directories