🚀 Ricochet Task

AI Workflow Orchestration Platform - Enterprise-grade AI model chains, task management, and team collaboration

Transform complex development workflows into intelligent AI-powered automation. Ricochet Task orchestrates AI model chains, manages tasks across multiple providers, and enables seamless team collaboration through modern code editors.

✨ Why Choose Ricochet Task?

🎯 Built for Modern Development Teams

Capability	Ricochet Task	Traditional Tools
AI Orchestration	Multi-model chains with intelligent routing	Single model, basic prompting
Team Collaboration	Real-time sync across code editors	Individual tools, no coordination
Task Management	YouTrack, Jira, Linear, Azure DevOps	Limited integrations
Deployment	Cloud SaaS + On-premise + Hybrid	Single deployment model
Enterprise Ready	SSO, RBAC, Audit logs, API keys management	Basic authentication
Developer Experience	MCP integration (VS Code, Cursor, JetBrains)	Command line only

🎯 Perfect for:

• 🏢 Enterprise Development Teams - Scale AI workflows across multiple projects and teams
• 👥 DevOps & Platform Engineers - Orchestrate complex deployment and maintenance workflows
• 🔗 Project Managers - Integrate AI automation with YouTrack, Jira, and Azure DevOps
• 🚀 AI-First Organizations - Build sophisticated multi-model processing pipelines
• 💼 Consulting Firms - Deliver consistent AI-powered solutions to clients

⚡ Quick Start (2 minutes)

Option 1: NPM (Recommended)

npm install -g @grik-ai/ricochet
ricochet init

Option 2: One-line installer

curl -fsSL https://install.grik.ai/ricochet | sh
ricochet init

Option 3: Homebrew

brew install grik-ai/tap/ricochet
ricochet init

🔥 Core Capabilities

🤖 AI Model Chain Orchestration

Build sophisticated AI workflows that process large documents and complex codebases beyond single model limitations.

# Create intelligent multi-step workflows
ricochet chain create "codebase-analysis" \
  --analyzer-model="claude-3-5-sonnet" \
  --summarizer-model="gpt-4-turbo" \
  --task-extractor="deepseek-coder"

# Process large documents through segmented analysis
ricochet chain run codebase-analysis --input="./src/**/*.go"

🔗 Multi-Provider Task Management

Seamlessly integrate with your existing project management tools.

# YouTrack integration
ricochet providers add youtrack-prod \
  --url="https://company.youtrack.cloud" \
  --token="your-api-token"

# Bulk task operations
ricochet tasks bulk-create --file=tasks.json --provider=youtrack-prod

# Cross-platform task synchronization
ricochet sync --from=jira --to=youtrack --project="BACKEND"

💻 Code Editor Integration (MCP)

Work directly in VS Code, Cursor, and JetBrains IDEs with full context awareness.

# Start MCP server for editor integration
ricochet mcp --port=8090

# Editors automatically detect and connect
# Access through command palette: "Ricochet: Analyze Project"

🏢 Enterprise Security & Management

Built-in support for enterprise authentication, audit logs, and secure API key management.

# Secure API key sharing across teams
ricochet keys share --provider=openai --team=backend --budget=1000

# Health monitoring for all integrations
ricochet providers health --all

# Audit trail and usage analytics
ricochet analytics --timeframe=30d --export=csv

🌟 Use Cases & Success Stories

📈 Large-Scale Codebase Analysis

Process entire repositories with intelligent segmentation and multi-model analysis pipelines.

• Challenge: Analyze 100K+ lines codebases that exceed single model context limits
• Solution: Automated chunking → parallel model analysis → intelligent summarization
• Result: Complete architectural insights and actionable task lists

🔄 Automated Project Management Workflows

Sync tasks and progress across multiple project management platforms.

• Challenge: Teams using different tools (YouTrack, Jira, Azure DevOps)
• Solution: Unified task orchestration with real-time synchronization
• Result: 60% reduction in manual project coordination overhead

👥 Cross-Team AI Collaboration

Enable multiple teams to share AI processing workflows and resources.

• Challenge: Inconsistent AI tool usage across development teams
• Solution: Shared model chains, API key pools, and standardized workflows
• Result: Unified AI strategy with cost optimization and knowledge sharing

📊 Pricing & Deployment Options

🆓 Community Edition

Free Forever - Perfect for individual developers and small teams

• ✅ Up to 10 AI model chains
• ✅ Local storage and checkpoints
• ✅ Basic YouTrack/Jira integration
• ✅ MCP editor integration (VS Code, Cursor)
• ✅ Community support

💎 Professional ($12/user/month)

For Growing Teams - Advanced collaboration and cloud features

• ✅ Everything in Community, plus:
• ✅ Unlimited AI model chains
• ✅ Cloud storage with automated backups
• ✅ Advanced task management workflows
• ✅ Team API key sharing and budgets
• ✅ Priority email support

🏢 Enterprise ($59/user/month)

For Large Organizations - Full-scale deployment with enterprise security

• ✅ Everything in Professional, plus:
• ✅ Single Sign-On (SSO) integration
• ✅ Advanced audit logs and compliance
• ✅ On-premise deployment options
• ✅ Custom integrations and workflows
• ✅ 24/7 dedicated support
• ✅ SLA guarantees

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🚀 Getting Started

Quick Installation

Choose your preferred installation method:

Option 1: NPM (Global)

npm install -g @grik-ai/ricochet
ricochet init

Option 2: Go Install

go install github.com/grik-ai/ricochet-task@latest

Option 3: Binary Downloads Download pre-built binaries from GitHub Releases for your platform.

Option 4: From Source

git clone https://github.com/grik-ai/ricochet-task.git
cd ricochet-task
go build -o ricochet-task main.go

First-Time Setup

1. Initialize Your Workspace

ricochet init
# Creates configuration files and workspace structure

2. Configure AI Providers

# Add your API keys
ricochet key add --provider openai --key "sk-your-key"
ricochet key add --provider anthropic --key "sk-ant-your-key"
ricochet key add --provider deepseek --key "your-deepseek-key"

# Interactive model configuration
ricochet models setup

3. Set Up Task Management Integration

# Connect to YouTrack
ricochet providers add youtrack-main \
  --url "https://company.youtrack.cloud" \
  --token "your-permanent-token"

# Verify connection
ricochet providers health youtrack-main

4. Create Your First AI Chain

# Create document analysis workflow
ricochet chain create "document-analysis" \
  --analyzer="claude-3-5-sonnet" \
  --summarizer="gpt-4-turbo" \
  --extractor="deepseek-coder"

# Run the chain
ricochet chain run document-analysis --input="./docs/**/*.md"

🛠️ Advanced Workflows & Integrations

Large Codebase Analysis

Process entire repositories with intelligent chunking and multi-model analysis.

# Create comprehensive repository analysis chain
ricochet chain create "repository-audit" \
  --architecture-analyzer="claude-3-5-sonnet" \
  --code-reviewer="gpt-4-turbo" \
  --task-generator="deepseek-coder"

# Process entire codebase
ricochet chain run repository-audit --input="./src/**/*.{go,js,ts,py}"

# Get actionable insights and auto-generated tasks
ricochet chain results repository-audit --format=tasks --export=youtrack

Automated Task Management Workflows

Sync and manage tasks across multiple project management platforms.

# Create bulk tasks from analysis results
ricochet tasks bulk-create \
  --provider=youtrack-main \
  --project="BACKEND" \
  --source=chain:repository-audit \
  --auto-assign

# Cross-platform synchronization
ricochet sync \
  --from=jira --to=youtrack \
  --project="MIGRATION" \
  --status-mapping="./config/status-map.json"

# Automated progress tracking
ricochet workflow run "feature-development" \
  --trigger=git-push \
  --notify=slack:dev-team

💻 Code Editor Integration

VS Code & Cursor Integration

Integrate Ricochet Task directly into your development environment using MCP (Model Context Protocol).

Setup MCP Server:

# Start MCP server for editor integration
ricochet mcp --port=8090 --editors=vscode,cursor

# Server automatically provides 20+ tools:
# - Project analysis and task extraction
# - Checkpoint management and context switching
# - Real-time workflow monitoring
# - Team collaboration features

Cursor Configuration (~/.cursor/mcp.json):

{
  "mcpServers": {
    "ricochet": {
      "command": "ricochet",
      "args": ["mcp", "--port=8090"],
      "env": {
        "RICOCHET_WORKSPACE": "${workspaceFolder}"
      }
    }
  }
}

VS Code Integration: Install the Ricochet Task extension from the marketplace or configure MCP manually:

{
  "ricochet.mcp.serverUrl": "http://localhost:8090",
  "ricochet.autoStart": true,
  "ricochet.contextAware": true
}

📚 CLI Reference

AI Chain Management

ricochet chain create <name>         # Create new AI processing chain
ricochet chain list                  # List all available chains
ricochet chain run <chain> [input]   # Execute chain with optional input
ricochet chain status <chain>        # Monitor chain execution progress
ricochet chain export <chain>        # Export chain configuration

Task & Project Management

ricochet tasks create               # Create new task in connected provider
ricochet tasks list --provider=X   # List tasks from specific provider
ricochet tasks bulk-create --file  # Create multiple tasks from JSON
ricochet tasks sync                 # Synchronize across providers
ricochet providers add <name>       # Add task management provider
ricochet providers health           # Check all provider connections

Checkpoint & Context Management

ricochet checkpoint save <name>     # Save current processing state
ricochet checkpoint list            # List all saved checkpoints
ricochet checkpoint load <name>     # Resume from saved checkpoint
ricochet checkpoint clean           # Remove old checkpoints

API Key & Security Management

ricochet keys add --provider=X      # Add API key for AI provider
ricochet keys share --team=X        # Share keys with team members
ricochet keys rotate --provider=X   # Rotate API keys securely
ricochet audit --timeframe=30d      # Generate security audit report

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🚀 Ready to Get Started?

🔗 Links & Resources

• 📖 Documentation: docs.grik.ai/ricochet
• 💬 Community: Discord Server
• 🐛 Issues: GitHub Issues
• 📝 Changelog: Release Notes

🤝 Contributing

We welcome contributions! See our Contributing Guide for details on:

• Development setup and workflow
• Code style and testing standards
• Feature request and bug report process

📄 License

Released under the MIT License - see LICENSE file for details.

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Built for Modern Development Teams 🚀
Try Ricochet Task Today →

Transform your AI workflows, orchestrate your tasks, collaborate with confidence.