AI Workflow Orchestration Platform - Enterprise-grade AI model chains, task management, and team collaboration
License: MIT Go Report Card NPM Version
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.
π― 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 |
- π’ Enterprise Development Teams - Scale AI workflows across multiple projects and teams
- π₯ DevOps & Platform Engineers - Orchestrate complex deployment and maintenance workflows
- π Project Managers - Integrate AI automation with YouTrack, Jira, and Azure DevOps
- π AI-First Organizations - Build sophisticated multi-model processing pipelines
- πΌ Consulting Firms - Deliver consistent AI-powered solutions to clients
npm install -g @grik-ai/ricochet ricochet init
curl -fsSL https://install.grik.ai/ricochet | sh
ricochet initbrew install grik-ai/tap/ricochet ricochet init
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"
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"
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"
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
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 β parallel model analysis β intelligent summarization
- Result: Complete architectural insights and actionable task lists
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
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
Free Forever - Perfect for individual developers and small teams
- β Up to 10 AI model chains
- β Local storage and checkpoints
- β Basic YouTrack/Jira integration
- β MCP editor integration (VS Code, Cursor)
- β Community support
For Growing Teams - Advanced collaboration and cloud features
- β Everything in Community, plus:
- β Unlimited AI model chains
- β Cloud storage with automated backups
- β Advanced task management workflows
- β Team API key sharing and budgets
- β Priority email support
For Large Organizations - Full-scale deployment with enterprise security
- β Everything in Professional, plus:
- β Single Sign-On (SSO) integration
- β Advanced audit logs and compliance
- β On-premise deployment options
- β Custom integrations and workflows
- β 24/7 dedicated support
- β SLA guarantees
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.go1. Initialize Your Workspace
ricochet init
# Creates configuration files and workspace structure2. 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"
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
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
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
}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
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
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
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
- π Documentation: docs.grik.ai/ricochet
- π¬ Community: Discord Server
- π Issues: GitHub Issues
- π Changelog: Release Notes
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
Released under the MIT License - see LICENSE file for details.
Built for Modern Development Teams π
Try Ricochet Task Today β
Transform your AI workflows, orchestrate your tasks, collaborate with confidence.