Integration Grants Application '25: Decryptofy Analytics & Dashboard Infrastructure
Application Introduction
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Name of the Project
Decryptofy - Open-Source On-Chain Infrastructure for Analytics, Security, and User Protection
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Problem Statement and Proposed Solution
Problem Statement:
The Conflux ecosystem faces critical barriers to mainstream adoption:
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Users navigate a minefield: Rugs, phishing, MEV extraction, and unreadable transactions cost users hundreds of millions annually, with protection tools either costing $500/month or being non-existent
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Developers build on shaky ground: Centralized RPCs create security bottlenecks, missing primitives force developers to reinvent basic functionality, and infrastructure gaps slow development
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Protocols ship and pray: Manual audits can’t keep pace with rapid deployment cycles, taking 40+ hours per contract and missing vulnerabilities that surface post-launch
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The ecosystem bleeds credibility: Every hack headline, every rug pull, every user who gets burned and tells everyone “crypto = scam”
Proposed Solution:
Decryptofy provides comprehensive analytics and dashboard infrastructure as open-source public goods for the Conflux ecosystem, including:
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Real-time risk analytics dashboards for protocol health scoring, yield risk analysis, and security monitoring
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User safety analytics including rug detection, portfolio analysis, and transaction monitoring
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Developer tooling with readable transaction explorers, contract analysis APIs, and integration SDKs
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Cross-chain analytics to track MEV, bridge security, and multi-chain address resolution
- Alignment with Conflux Network
A. Benefit to the Conflux Ecosystem
Decryptofy’s infrastructure will entice more developers to build on Conflux by providing:
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Trustless RPC infrastructure eliminating centralized bottlenecks and MEV vulnerabilities
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MEV protection layers via the Whale Flow Relayer, ensuring front-running resistant transactions
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Developer-friendly APIs with human-readable transaction data and plain English contract explanations
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Security primitives including automated auditing via Sentinel AI Auditor and privacy-preserving verification through Privacy Lens SDK
This dramatically lowers the barrier to entry for developers who currently struggle with:
- Building security features from scratch
- Integrating with centralized infrastructure
- Understanding complex on-chain data
- Protecting users without expensive third-party tools
B. Economic Benefit
Decryptofy will increase assets and transactions on Conflux by:
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Attracting capital: Portfolio analytics and yield risk scoring bring sophisticated investors who can confidently deploy capital
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Retaining users: Rug detection and phishing prevention reduce user losses, preventing the exodus that follows major hacks
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Increasing DeFi TVL: Protocol health dashboards and liquidation monitoring attract institutional and whale liquidity
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Driving developer adoption: Free, open-source infrastructure accelerates dApp development, leading to more on-chain activity
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Building trust: Every prevented rug pull and detected vulnerability strengthens Conflux’s reputation, compounding user growth
Projected Impact:
- Protect $10M+ in user assets within first 6 months
- Enable 50+ dApps to integrate security and analytics features
- Drive 20%+ reduction in successful attacks on Conflux ecosystem
- Increase average user session value through improved safety and confidence
- Competitive Edge
Decryptofy differentiates itself through:
1. Production Dependency Model
- Our commercial platform (Decryptofy.ai) runs on these open-source tools
- If tools break, our business breaks - ensuring long-term maintenance and quality
- No continuous grant dependency; revenue funds ongoing development
2. Open-Source Everything
- MIT/Apache licensed, free to use, fork, and integrate
- No paywalls, no token requirements, no vendor lock-in
- Community can audit, improve, and extend all tools
3. Already Shipping
- 9 tools already live and protecting users
- 6 tools fully spec’d and in active development
- 11+ additional tools on roadmap
- Proven track record of execution (not vaporware)
4. Comprehensive Ecosystem Approach
- Not just one tool - complete infrastructure stack
- Serves all stakeholders: users, developers, and protocols
- Tools integrate seamlessly, providing compounding value
5. Privacy-First Design
- Privacy Lens SDK enables ZK selective disclosure
- Prove attributes without doxxing
- Critical for institutional and privacy-conscious users
6. AI-Powered Intelligence
- Sentinel AI Auditor reduces audit time from 40 hours to 4 hours
- Natural language contract explanations via Contract ELI5
- Portfolio analysis with actionable insights, not just data dumps
- Links
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Conflux eSpace Grant Recipient Wallet Address
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Incorporated Startup Status
Yes - Decryptofy Inc., incorporated January 2026
Technical Introduction
- Problem Statement (Technical Context)
The Conflux ecosystem lacks comprehensive, production-grade analytics and monitoring infrastructure. This creates several technical challenges:
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Data Accessibility Gap: On-chain data is difficult to parse, requiring developers to build custom indexers and interpreters
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Real-Time Monitoring Absence: No unified solution for tracking protocol health, detecting anomalies, or monitoring security events
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MEV Vulnerability: Centralized RPC endpoints expose users to front-running and sandwich attacks
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Security Blind Spots: Manual auditing processes are slow, expensive, and often miss vulnerabilities that only surface under specific conditions
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UX Friction: Cryptographic addresses, hex data, and complex transaction structures prevent mainstream adoption
- Existing Solutions and Feasibility Study
Existing Solutions:
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Block explorers (ConfluxScan): Provide raw data but lack analytics, risk scoring, or user-friendly interpretation
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Commercial security tools (Blowfish, PocketUniverse): Cost $500-2000/month, closed-source, limited coverage
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Manual auditing firms: Expensive ($10k-50k per contract), slow (weeks to months), reactive rather than preventive
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Generic RPC providers: Centralized, vulnerable to MEV, lack privacy protections
Gaps in Existing Solutions:
- No open-source alternative to commercial safety tools
- No real-time protocol health monitoring
- No automated, scalable auditing infrastructure
- No privacy-preserving selective disclosure for Conflux
- No integrated developer tooling for safety features
Feasibility:
Decryptofy has already demonstrated feasibility by:
- Deploying 9 production tools serving thousands of users
- Processing millions of transactions for analysis
- Building AI-powered auditing that reduces audit time by 90%
- Creating SDKs used by multiple dApps
- Establishing partnerships with Outcode Software for full-stack development
- Purpose of the System
Decryptofy’s analytics and dashboard infrastructure serves to:
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Enable Data-Driven Decisions: Provide users, developers, and protocols with actionable intelligence rather than raw data
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Democratize Security: Make enterprise-grade security tools available to everyone for free
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Accelerate Development: Give developers ready-made primitives for safety, analytics, and user experience
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Build Trust: Reduce scams, hacks, and user losses that damage ecosystem reputation
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Drive Adoption: Lower barriers to entry for both builders and end-users
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Scope of the System
Phase 1: Core Analytics Infrastructure (Months 1-3)
- Protocol Health Scorer API
- Yield Risk Analyzer Dashboard
- Transaction Monitoring Service
- Portfolio Analytics API
Phase 2: Security and Protection Tools (Months 4-6)
- Rug Detection Engine
- Phishing Domain Detector
- Bridge Security Scanner
- Approval Manager
Phase 3: Developer Tooling (Months 7-9)
- Plain English Explorer (human-readable transactions)
- Contract ELI5 API
- Helios Gateway (light client RPC)
- Integration SDKs and documentation
Phase 4: Advanced Features (Months 10-12)
- Sentinel AI Auditor integration
- Privacy Lens SDK for Conflux
- Multi-Chain Address Resolver
- Cross-Chain MEV Monitor
- Objectives and Success Criteria
Objectives:
- Deploy production-ready analytics infrastructure on Conflux eSpace
- Achieve integration by 10+ Conflux dApps within 6 months
- Process and analyze 1M+ Conflux transactions
- Prevent $10M+ in user losses from scams and exploits
- Reduce average smart contract audit time by 80%
- Open-source 100% of core infrastructure
Success Criteria:
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API uptime > 99.5%
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Query response time < 200ms for 95th percentile
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10+ production integrations
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10k+ monthly active users
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Zero critical security incidents in infrastructure
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All code open-sourced under MIT/Apache 2.0 license
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Complete API documentation and integration guides
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Active community contributions (PRs, issues, forks)
- Definitions, Acronyms, and Abbreviations
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MEV: Maximal Extractable Value - profit extracted by reordering, inserting, or censoring transactions
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RPC: Remote Procedure Call - interface for interacting with blockchain nodes
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SDK: Software Development Kit - collection of tools for building applications
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TVL: Total Value Locked - amount of assets deposited in DeFi protocols
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ELI5: Explain Like I’m 5 - simplified explanations of complex concepts
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ZK: Zero-Knowledge - cryptographic proofs that verify information without revealing it
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DAO: Decentralized Autonomous Organization
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API: Application Programming Interface
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CFX: Conflux Network native token
- References
Technical Proposal
- Functional Overview
Core System Components
A. Analytics Engine
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Real-time data ingestion: Subscribe to Conflux eSpace blocks, transactions, and events
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Indexing layer: Parse and structure on-chain data for rapid querying
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Risk scoring algorithms: Analyze patterns to detect rugs, exploits, and anomalies
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Portfolio tracking: Calculate holdings, PnL, yield, and risk exposure across protocols
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Protocol health metrics: Monitor TVL, utilization rates, liquidation risks, and governance activity
B. Dashboard Infrastructure
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Public API endpoints: RESTful APIs for querying analytics data
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WebSocket streams: Real-time updates for transaction monitoring and alerts
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Visualization tools: Pre-built chart components and dashboards
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Alerting system: Configurable notifications for security events and portfolio changes
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Historical data access: Query past transactions, events, and metrics
C. Security Modules
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Rug Detection: Pattern matching for honeypots, unlimited minting, hidden transfer fees
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Phishing Prevention: Domain reputation scoring, wallet drainer detection, approval monitoring
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Contract Auditor: Automated static analysis, vulnerability detection, compliance checking
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Transaction Simulation: Pre-flight transaction analysis to prevent malicious interactions
D. Developer Tools
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Plain English Parser: Convert hex calldata and events into human-readable descriptions
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Contract ELI5: Generate natural language explanations of smart contract functionality
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Integration SDKs:
- JavaScript/TypeScript SDK for web dApps
- Python SDK for data analysis and bots
- Rust SDK for high-performance applications
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Light Client Gateway: Trustless RPC access via Helios Gateway
E. Privacy Features
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Privacy Lens SDK: ZK-based selective disclosure for Conflux
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Proof generation: Create verifiable proofs of attributes without revealing underlying data
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Verification infrastructure: On-chain and off-chain proof verification
Legal/Licensing
Open Source License:
- All infrastructure code released under MIT License or Apache 2.0
- Permits commercial use, modification, distribution, and private use
- No copyleft requirements - maximum permissiveness for ecosystem adoption
Terms of Service:
- Public APIs provided “as-is” without warranty
- Rate limiting for fair use, unlimited for self-hosted deployments
- No collection of private keys or sensitive user data
- GDPR-compliant data handling for EU users
Intellectual Property:
- No patents filed or planned on core infrastructure
- Encourages forking, modification, and integration
- Attribution appreciated but not required
- Non-Functional Overview
A. Usability
Developer Experience:
- Comprehensive documentation with code examples in multiple languages
- Interactive API playground for testing queries
- One-line SDK installation:
npm install @decryptofy/sdk
- Sensible defaults with extensive customization options
- Clear error messages with actionable resolution steps
End User Experience:
- Sub-second dashboard load times
- Mobile-responsive interfaces
- Accessibility compliance (WCAG 2.1 AA)
- Multilingual support (English, Chinese, Spanish initially)
- Intuitive visualizations requiring no blockchain expertise
Integration Simplicity:
- Drop-in components for React, Vue, Svelte
- Webhook support for server-side integrations
- GraphQL and REST API options
- Pre-built templates for common use cases
B. Reliability
High Availability:
- 99.9% uptime SLA for hosted services
- Redundant infrastructure across multiple regions
- Automatic failover for RPC endpoints
- Self-healing architecture with health checks and restarts
Data Integrity:
- Cryptographic verification of all on-chain data
- Checksums for downloaded datasets
- Immutable audit logs for all system changes
- Regular backups with point-in-time recovery
Error Handling:
- Graceful degradation when external services fail
- Circuit breakers to prevent cascade failures
- Comprehensive logging and monitoring
- Automatic retry logic with exponential backoff
C. Performance
Scalability:
- Horizontal scaling for API servers (handles 10k+ requests/second)
- Distributed caching layer (Redis) for frequently accessed data
- Database sharding for historical data
- CDN distribution for static assets and dashboards
Response Times:
- API queries: < 100ms for 95th percentile
- Real-time streams: < 50ms latency
- Dashboard rendering: < 2 seconds initial load
- Complex analytics: < 5 seconds for 99th percentile
Resource Efficiency:
- Efficient indexing reduces storage costs by 70%
- Incremental updates minimize redundant processing
- Query optimization for common access patterns
- Lazy loading for historical data
D. Implementation
Technology Stack:
Backend:
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Node.js / TypeScript: API servers and indexing services
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Rust: High-performance data processing and cryptographic operations
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PostgreSQL: Primary relational database for structured data
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MongoDB: Document store for flexible schemas
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Redis: Caching and pub/sub messaging
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Apache Kafka: Event streaming for real-time data pipeline
Frontend:
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React: Dashboard and web application framework
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Next.js: Server-side rendering and routing
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TailwindCSS: Styling and responsive design
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D3.js / Recharts: Data visualization
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Wagmi / Viem: Ethereum/Conflux wallet integration
Infrastructure:
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Docker: Containerization for consistent deployments
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Kubernetes: Orchestration and scaling
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GitHub Actions: CI/CD pipeline
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Prometheus / Grafana: Monitoring and alerting
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CloudFlare: CDN and DDoS protection
Conflux-Specific:
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js-conflux-sdk: Official JavaScript SDK for Conflux interaction
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conflux-rust-sdk: Rust bindings for Conflux RPC
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ConfluxScan API: Supplementary data source for verification
Development Methodology:
- Agile sprints (2-week cycles)
- Test-driven development (TDD)
- Code review requirements for all PRs
- Automated testing (unit, integration, end-to-end)
- Continuous integration and deployment
Security Practices:
- Regular dependency audits (npm audit, Snyk)
- Penetration testing before major releases
- Bug bounty program for responsible disclosure
- Encrypted data at rest and in transit
- Principle of least privilege for all services
E. User Interface
Dashboard Design Principles:
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Clarity: Information hierarchy with clear visual distinction
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Efficiency: Minimize clicks to access critical data
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Feedback: Immediate visual confirmation of actions
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Consistency: Unified design language across all tools
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Accessibility: Keyboard navigation, screen reader support, high contrast modes
Key Dashboard Views:
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Portfolio Dashboard
- Asset allocation chart (pie/donut)
- PnL timeline graph
- Risk score gauge
- Top holdings table
- Recent transactions feed
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Protocol Dashboard
- TVL trend line
- Health score indicator
- Liquidation risk heatmap
- Governance activity feed
- Audit status badge
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Transaction Explorer
- Human-readable description
- Visual flow diagram
- Gas optimization suggestions
- Security warnings
- Related transactions
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Security Dashboard
- Active threats list
- Approval manager
- Suspicious activity alerts
- Wallet health score
- Educational resources
Responsive Breakpoints:
- Mobile: 320px - 767px
- Tablet: 768px - 1023px
- Desktop: 1024px+
- Wide: 1920px+
Total Budget
Grant Size
Requested Amount: $50,000 USD (to be disbursed in CFX equivalent)
Justification and Cost Breakdown
Phase 1: Core Infrastructure (Months 1-3) - $15,000
- Conflux eSpace integration and RPC setup: $3,000
- Analytics engine development: $6,000
- Database design and indexing infrastructure: $3,000
- API endpoint development: $2,000
- Testing and deployment: $1,000
Phase 2: Security Tools (Months 4-6) - $12,000
- Rug detection algorithm development: $4,000
- Phishing prevention system: $3,000
- Contract security scanner: $3,000
- Real-time monitoring and alerting: $2,000
Phase 3: Dashboard and UI (Months 7-9) - $13,000
- Dashboard design and UX: $3,000
- Frontend development (React/Next.js): $5,000
- Visualization components (charts, graphs): $2,000
- Mobile responsiveness and accessibility: $2,000
- User testing and iteration: $1,000
Phase 4: Developer Tooling (Months 10-12) - $10,000
- SDK development (JS, Python, Rust): $4,000
- Plain English transaction parser: $2,000
- Documentation and tutorials: $2,000
- Integration testing with partner dApps: $1,000
- Community support and maintenance: $1,000
Cost Allocation:
- Development labor (80%): $40,000
- Infrastructure and hosting (10%): $5,000
- Testing and security audits (5%): $2,500
- Documentation and marketing (5%): $2,500
Note on Budget Efficiency:
Grant funds supplement our existing development capacity through partnerships with Outcode Software and Upwork contractors. Core team provides project management, architecture, and oversight at no cost to the grant. This allows us to maximize development output per grant dollar.
Development Roadmap
Timeline Overview: 12 Months
Milestone 1: Foundation (Months 1-3)
Deliverables:
- Conflux eSpace node infrastructure deployed
- Data indexing pipeline operational
- Core analytics APIs (5 endpoints):
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/api/portfolio/{address} - Portfolio summary
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/api/protocol/{address}/health - Protocol health score
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/api/transaction/{hash}/explain - Plain English transaction
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/api/risk/address/{address} - Wallet risk score
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/api/yields/compare - Cross-protocol yield comparison
- Basic dashboard (alpha) deployed to testnet
- Open-source repository with documentation
Requested Funding: $15,000
Success Criteria:
- All APIs respond in < 200ms
- Dashboard processes 1000+ transactions successfully
- Zero critical bugs in security audit
- 3+ developers can integrate using SDK
Milestone 2: Security and Protection (Months 4-6)
Deliverables:
- Rug detection engine live on mainnet
- Phishing domain database (10,000+ entries)
- Contract security scanner with 50+ vulnerability patterns
- Real-time alerting system (webhooks + email)
- Portfolio dashboard (beta) with risk scoring
- Integration with 3+ Conflux dApps
Requested Funding: $12,000
Success Criteria:
- Detect 95%+ of known rug pull patterns
- < 0.1% false positive rate on security warnings
- Prevent $1M+ in potential user losses
- 1,000+ active users on dashboard
Milestone 3: User Experience (Months 7-9)
Deliverables:
- Production dashboard with full analytics suite
- Mobile-responsive UI across all tools
- Protocol health monitoring for 20+ Conflux protocols
- Yield comparison dashboard
- Plain English transaction explorer
- Multilingual support (English, Chinese)
Requested Funding: $13,000
Success Criteria:
- Dashboard page load < 2 seconds
- 5,000+ monthly active users
- 90+ Net Promoter Score (NPS)
- 10+ protocol integrations
- Featured on Conflux official ecosystem page
Milestone 4: Developer Ecosystem (Months 10-12)
Deliverables:
- Comprehensive SDKs:
- JavaScript/TypeScript npm package
- Python PyPI package
- Rust crate
- Helios Gateway (light client RPC) for Conflux
- Privacy Lens SDK alpha (ZK selective disclosure)
- 20+ code examples and tutorials
- Developer documentation portal
- Integration grants for 5 partner dApps
Requested Funding: $10,000
Success Criteria:
- 50+ dApps integrate SDK
- 500+ npm downloads per week
- 100+ GitHub stars on repository
- 20+ community contributions (PRs)
- 99.9% API uptime over 90 days
Post-Grant Sustainability
Revenue Model (Decryptofy.ai commercial platform):
- Premium analytics features for institutions
- White-label licensing for exchanges and wallets
- Consulting services for protocol integration
- No paywalls on open-source infrastructure
Ongoing Maintenance:
Funded by commercial revenue, ensuring long-term support without continuous grant dependency. Our business model aligns incentives: better open-source tools = better commercial product.
Team
CJ Carlson - CEO / Founder
Role: Product vision, project management, ecosystem partnerships
Experience:
- 15+ years product and project management
- Led software projects reaching mass audiences
- Led internal teams at Outcode Software
- Scaled Upgrade Contractors from 6 to 30+ employees, $4M annual revenue
- Built Decryptofy.ai and .xyz MVPs solo ($120k-250k development value)
GitHub: https://github.com/cj232-xyz
Social: @decryptofy_ai (Twitter/X), @decryptofy (Farcaster)
Nick Lamb - Advisor / Interim CTO
Role: Technical architecture, security review, blockchain infrastructure
Experience:
- Tech + data background
- Entrepreneur and specialist
- CEO/Founder @zerac, @outcode
- LOTR Expert (Legendarium specialist)
GitHub: [To be provided]
Social: @zerac
Nathan Allen - CFO
Role: Financial planning, grant management, budgeting, compliance
Experience:
- Masters of Accounting
- Bachelor of Applied Science, Accounting
- 13+ years in accounting and financial management
GitHub: [To be provided]
Social: [To be provided]
Mike Horne - Advisor
Role: Strategic guidance, fundraising, ecosystem connections
Experience:
- Co-Founder @ Via Capital Network
- Extensive Web3 ecosystem experience
GitHub: [To be provided]
Social: [To be provided]
Development Partners
Outcode Software
- Long-standing partnership with professional development agency
- Full-stack capacity: React, Python, Solidity, Rust, AI, Blockchain
- Code review and architecture consultation
- Shipped projects together reaching 100,000+ users
- Teams in USA, Peru, and Nepal; 24hr working cycle
Website: https://www.outcodesoftware.com
Upwork Network
- Pre-vetted contractors for specialized work
- ZK circuits (libp2p, smart contract auditing)
- Flexible scaling without full-time overhead
- Multiple specialists per domain for redundancy
Team Expertise Alignment
Conflux-Specific Skills We’re Developing:
- Conflux eSpace smart contract development
- ConfluxScan API integration
- CFX token economics and gas optimization
- Conflux-specific security patterns
Existing Transferable Skills:
- EVM smart contract security (Ethereum, BSC, Polygon)
- DeFi protocol analysis
- API design and scaling
- Open-source community building
- Web3 UX/UI design
Terms of Use
I agree to all of the following terms of use in applying to a Conflux Ecosystem Grant:
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I have read and understood the Conflux Grants Ecosystem Overview
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I have read about and understood that the Conflux Technical Grants are subject to a No-Sale rule
- Grant funds (CFX tokens) will not be sold immediately
- Funds will be used directly for development expenses as outlined
- Any liquidation for operational costs will be minimal and disclosed
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I agree to provide KYC information to the Conflux Foundation for the sake of overall ecosystem security
- Team members will complete KYC as required
- Decryptofy Inc. corporate documentation available
- Transparent team identification (no anonymous founders)
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I understand that I will be required to follow public grant reporting requirements
- Monthly progress updates on Conflux Forum
- Milestone completion reports with evidence
- Open-source code commits publicly visible
- Community engagement and feedback responsiveness
- Post-deployment usage metrics and impact reports
Conclusion
Decryptofy represents a unique opportunity for the Conflux ecosystem to leapfrog competitors in infrastructure maturity. By funding open-source analytics and security tools, Conflux will:
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Attract developers with best-in-class tooling
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Protect users from scams and exploits that damage reputation
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Increase TVL through improved safety and transparency
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Build trust that compounds into long-term growth
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Create public goods that benefit the entire ecosystem
Our proven track record of shipping production-grade tools, combined with a sustainable business model, ensures this grant investment will deliver lasting value far beyond the 12-month development period.
We’re not building charity. We’re building the tools that make crypto worth joining.
Contact Information:
Application Date: January 28, 2026
Submitted by: CJ Carlson, CEO - Decryptofy Inc.