SOLIS Report

Feb 11Feb 25, 2026

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11
Narratives
15
Anomalies
383
Repos Tracked
13
Build Ideas

What Changed

New Signals

+Audius Music Streaming & Creator Economy Integration

Faded Signals

Prediction Markets & Memecoin Derivatives Consolidation

Narratives

Early4

Solana as Sovereign Economic Zone Infrastructure

Early

Emerging narrative of Solana as complete economic infrastructure with integrated payments, gaming, and financial services. Casino smart contracts, trading bots, and memecoin infrastructure suggest ecosystem maturation toward self-contained economic activity.

AcceleratingConfidence: 62%

Social

  • - MTN DAO Demo Day featuring 30 builders suggests organized ecosystem development
  • - Solana devs community engagement around diverse use cases

Leading

  • - 0xTan1319/casino-game-smart-contract: +9 stars (z-score: 5.15) - Gaming/gambling infrastructure
  • - Drakkar-Software/OctoBot: +19 stars - Trading automation infrastructure
  • - Multiple gaming and financial service repos clustering around Solana

Coincident

  • - Tensor: 1000 tx (z-score: 0.52) - NFT/gaming marketplace
  • - Magic Eden v2: 1000 tx - Digital asset trading
  • - Phoenix: 1000 tx - Decentralized exchange

Confirming

  • - Memecoin category: $4.47B market cap - Retail economic participation
  • - Top performers across gaming, trading, and financial tokens
  • - High volume activity across diverse token categories
$PUNCH$PIPPIN$VIRTUAL$JTOTensorMagic EdenPhoenix
Timeline →

Casino & Gaming Smart Contract Proliferation

Early

Growing developer interest in casino and gaming smart contracts on Solana with multiple implementations (blackjack, roulette, slots, crash games). Represents expansion of on-chain gaming infrastructure beyond NFTs into financial gaming products.

StableConfidence: 58%

Leading

  • - 0xTan1319/casino-game-smart-contract: +9 stars (z-score: 5.15) - Multi-game casino implementation
  • - Topics include: blackjack, coinflip, crash-game, jackpot, lottery, roulette, slot
  • - Solana-specific gaming smart contract development gaining traction

Coincident

  • - Tensor: 1000 tx (z-score: 0.52) - Gaming marketplace infrastructure
  • - Magic Eden v2: 1000 tx - Digital asset trading supporting gaming
  • - Stablecoin inflows: $556.2M - Capital supporting gaming activity

Confirming

  • - Memecoin category: $4.47B market cap - Speculative gaming-adjacent activity
  • - High volume tokens suggest gaming/gambling participation
$PUNCH$PIPPINTensorMagic Eden
Timeline →

Rust-Based Blockchain Infrastructure & Wallet Standardization

Early

Continued developer focus on Rust-based blockchain infrastructure and wallet implementations. Multiple wallet projects (Unstoppable, OneKey, Kobe) and blockchain infrastructure repos indicate standardization around Rust for Solana ecosystem development.

StableConfidence: 55%

Leading

  • - qntx/kobe: +11 stars (z-score: 6.34) - Rust-based multi-chain wallet
  • - Scottcjn/Rustchain: +4 stars (z-score: 2.19) - Rust blockchain infrastructure
  • - solana-playground/solana-playground: +3 stars - Rust development environment

Coincident

  • - Solana core infrastructure repos (solana, solana-program-library) showing baseline maintenance

Confirming

  • - Rust ecosystem tokens performing (HNT, various infrastructure tokens)
$HNTSolanaAnchor
Timeline →

Audius Music Streaming & Creator Economy Integration

New
Early

Audius protocol maintaining Solana integration with modest development activity. Represents niche but persistent creator economy use case on Solana blockchain for decentralized music streaming.

StableConfidence: 48%

Leading

  • - AudiusProject/apps: -11 commits (z-score: -2.81) - Declining development activity
  • - Solana integration maintained but not actively expanding

Coincident

  • - Creator economy infrastructure showing baseline activity

Confirming

  • - AUDIO token performance not in top performers list
$AUDIOAudius
Timeline →
Emerging5

AI Agent & LLM Integration for Solana Development

Emerging

Accelerating developer adoption of AI-powered tools for Solana program development and autonomous agents. Multiple LLM-based frameworks (x402, r402, solana-agent-kit) gaining traction with strong GitHub momentum, complemented by MTN DAO demo day showcasing builder innovation.

AcceleratingConfidence: 92%

Social

  • - MTN DAO Demo Day announcement (Feb 25) featuring 30 Solana builders - signals organized ecosystem showcase
  • - Solana devs community engagement around developer tooling

Leading

  • - qntx/x402-openai-python: +18 stars (z-score: 10.49) - LLM agent framework
  • - qntx/x402-openai-typescript: +8 stars (z-score: 4.56) - TypeScript variant gaining adoption
  • - qntx/r402: +7 stars (z-score: 3.97) - Rust-based facilitator for x402

Coincident

  • - Jupiter v6, Orca, Raydium showing baseline DEX activity (1000 tx each, z-score: 0.52) - infrastructure supporting agent transactions

Confirming

  • - VIRTUAL token +18.8% (14d), $101.7M volume - AI-related token performing well
  • - Trending: AI Rig Complex (ARC) +74.4% (14d), $81.7M volume - AI infrastructure narrative validated
$VIRTUAL$ARCSolana Agent Kitx402 Protocol
Timeline →

Stablecoin Capital Rebalancing & Volatility Hedging

Emerging

Significant stablecoin inflows ($556.2M) with net positive flow of $332.9M indicate capital repositioning into Solana ecosystem. Marinade Finance ETF launch (SOLC) signals institutional stablecoin infrastructure maturation for hedging and yield strategies.

AcceleratingConfidence: 84%

Social

  • - Marinade Finance Q4 update highlighting SOLC ETF launch (Nov 18) with 205.5% QoQ surge

Leading

  • - marinade-finance/liquid-staking-program: 0 commits - Stable infrastructure supporting ETF
  • - Staking infrastructure repos showing maintenance-level activity

Coincident

  • - Stablecoin net inflows: +$332.9M (inflows: $556.2M, outflows: $223.3M)
  • - Sanctum: 1000 tx (z-score: 0.52) - Liquid staking routing infrastructure
  • - Jito Stake Pool: 1000 tx - Validator staking participation

Confirming

  • - Marinade Finance SOLC ETF launch driving institutional capital
  • - Stablecoin category growth supporting hedging narratives
$MNDE$mSOLMarinade FinanceSanctum
Timeline →

Trading Bot & Automation Infrastructure Expansion

Emerging

Proliferation of trading automation tools and bot frameworks targeting Solana, with strong developer interest in backtesting, paper trading, and multi-exchange integration. GitHub momentum shows sustained builder activity around bot infrastructure.

AcceleratingConfidence: 81%

Social

  • - Solana ecosystem mentioned in trading bot context across multiple frameworks

Leading

  • - Drakkar-Software/OctoBot: +19 stars (z-score: 11.08) - Multi-exchange trading bot with Solana support
  • - OctoBot topics include: ai-trading, backtest, paper-trading, hyperliquid-trading-bot, telegrambot
  • - Growing developer interest in Solana-compatible trading automation

Coincident

  • - Jupiter v6: 1000 tx (z-score: 0.52) - DEX aggregator supporting bot routing
  • - Raydium AMM/CLMM: 1000 tx each - Core liquidity venues for bot execution
  • - Stablecoin net inflows: +$332.9M - Capital positioning for trading activity

Confirming

  • - PIPPIN +88% (14d), $89.1M volume - Meme token with high bot trading activity
  • - High volume tokens (PIPPIN, ARC, HOLO) suggest automated trading infrastructure in use
$PIPPIN$ARCJupiterRaydiumOctoBot
Timeline →

MEV Infrastructure Maturation & Validator Optimization

Emerging

Jito MEV infrastructure showing active development (+6 commits) with validator optimization focus. Jito Stake Pool and Tip Router maintaining consistent transaction volumes, indicating mature MEV extraction and validator incentive mechanisms.

StableConfidence: 80%

Leading

  • - jito-foundation/jito-solana: +6 commits (active development) - MEV client optimization
  • - jito-foundation/jito-programs: 0 commits - Stable program infrastructure
  • - Jito repos focused on validator MEV extraction and stake pool mechanics

Coincident

  • - Jito Tip Router: 1000 tx (z-score: 0.52) - Consistent MEV tip routing
  • - Jito Stake Pool: 1000 tx (z-score: 0.52) - Validator participation in MEV infrastructure
  • - Stablecoin net inflows: +$332.9M - Capital supporting validator infrastructure

Confirming

  • - JTO token: +20.9% (14d), $13.5M volume - MEV infrastructure token appreciation
  • - Marinade Finance Q4 update: SOLC ETF launch driving 205.5% QoQ surge - Validator infrastructure narrative
$JTO$MNDEJitoMarinade Finance
Timeline →

Cross-Chain Wallet & Multi-Asset Infrastructure Expansion

Emerging

Multi-chain wallet infrastructure (Unstoppable Wallet, OneKey) integrating Solana alongside EVM and Bitcoin. Declining commit activity suggests stabilization phase, but continued star growth indicates sustained developer adoption for cross-chain asset management.

DeceleratingConfidence: 65%

Leading

  • - horizontalsystems/unstoppable-wallet-android: -74 commits (z-score: -19.24) - Stabilization after development phase
  • - OneKeyHQ/app-monorepo: 0 commits - Maintenance mode, established infrastructure
  • - Both repos maintain Solana support across multi-chain implementations

Coincident

  • - Sanctum: 1000 tx (z-score: 0.52) - Liquid staking infrastructure supporting wallet integrations

Confirming

  • - HNT token: +72.3% (14d), $22.7M volume - Helium ecosystem token (cross-chain relevant)
$HNTUnstoppable WalletOneKey
Timeline →
Growing2

Memecoin Ecosystem Maturation & Retail Participation Surge

Growing

Solana memecoin category now at $4.47B market cap (+3.46% delta) with sustained retail engagement. Top performers (PUNCH +18,353%, NEET +194%, 9BIT +173%) indicate speculative capital concentration and ecosystem maturation beyond novelty phase.

StableConfidence: 88%

Social

  • - Solana mentioned in context of memecoin trading and community engagement
  • - Trending tokens: PENGU (Pudgy Penguins), PIPPIN, SOL indicate memecoin narrative strength

Leading

  • - Casino-game-smart-contract: +9 stars (z-score: 5.15) - Gaming/gambling integration with memecoins
  • - Solana memecoin infrastructure attracting developer interest

Coincident

  • - Tensor NFT marketplace: 1000 tx (z-score: 0.52) - Supporting memecoin-adjacent trading
  • - Magic Eden v2: 1000 tx - NFT/memecoin ecosystem activity
  • - Stablecoin inflows: $556.2M - Retail capital entering ecosystem

Confirming

  • - Solana Meme category: $4.47B market cap, +3.46% delta
  • - Top performers: PUNCH (+18,353%), NEET (+194%), 9BIT (+173%), PIPPIN (+88%)
  • - PIPPIN: $89.1M volume, HOLO: $65M volume - Sustained memecoin trading activity
$PUNCH$NEET$9BIT$PIPPIN$PENGUMagic EdenTensorRaydium
Timeline →

DEX Volume Concentration & Emerging Venue Competition

Growing

Core DEX infrastructure (Jupiter, Raydium, Orca) maintaining baseline activity with Phoenix and Helium showing equal transaction volumes. Suggests market consolidation around established venues while emerging protocols maintain parity in execution.

StableConfidence: 82%

Leading

  • - jito-foundation/jito-solana: +6 commits - MEV infrastructure supporting DEX competition
  • - Core DEX repos (Jupiter, Raydium, Orca) showing maintenance-level activity

Coincident

  • - Jupiter v6: 1000 tx (z-score: 0.52)
  • - Orca Whirlpool: 1000 tx (z-score: 0.52)
  • - Raydium CLMM: 1000 tx (z-score: 0.52)

Confirming

  • - ORCA token: +25.6% (14d), $10.7M volume - DEX token appreciation
  • - JTO token: +20.9% (14d), $13.5M volume - Jito MEV infrastructure token performing
$ORCA$JTO$RAYJupiterRaydiumOrca
Timeline →

Build Ideas

AI Agent Memory & Context Manager for Solana Programs

intermediate

Build a specialized context management layer that allows AI agents (via solana-agent-kit, x402) to maintain persistent memory of on-chain state, transaction history, and user preferences across multiple Solana interactions. This solves the problem of agents losing context between sessions and making redundant RPC calls.

Why now: AI agents are proliferating on Solana (92% confidence, accelerating momentum) but lack stateful memory systems. Current implementations reset context per interaction, creating inefficiency. With MTN DAO demo day showcasing agent builders, there's immediate demand for production-grade memory infrastructure.
2-4 weeks|Rust (Anchor framework), TypeScript/Node.js, Solana Web3.js, LangChain or LlamaIndex, PostgreSQL or Arweave for persistent storage

LLM-Powered Solana Program Auditor & Security Scanner

intermediate

Create an AI-driven code analysis tool that uses Claude/GPT-4 to audit Solana Rust programs for common vulnerabilities (PDA collision, missing signer checks, arithmetic overflows) and generates remediation suggestions. Integrate with GitHub Actions for CI/CD pipelines.

Why now: Developer adoption of AI tools for Solana is accelerating (92% confidence). Security remains a top concern for program developers. No existing LLM-based audit tool exists for Solana—this fills a critical gap as builders scale from hackathons to production.
3-4 weeks|TypeScript/Node.js, OpenAI API or Anthropic Claude, Anchor IDL parser, GitHub Actions, Express.js for API

Multi-Exchange Trading Bot Backtester with Solana Focus

intermediate

Build a backtesting engine specifically optimized for Solana DEXes (Jupiter, Raydium, Orca, Phoenix) that allows traders to test strategies against historical on-chain data with realistic slippage, MEV, and fee models. Include paper trading mode with live Solana data.

Why now: Trading bot infrastructure is accelerating (81% confidence) with strong GitHub momentum. Existing tools (OctoBot) lack Solana-specific optimization. With Phoenix and Helium showing equal transaction volumes to established DEXes, traders need venue-agnostic backtesting. This is a 2-4 week build with immediate monetization potential.
3-4 weeks|Python (Backtrader or VectorBT framework), TypeScript for Solana integration, Solana Web3.js, Jupiter CPI SDK, ClickHouse or TimescaleDB for historical data, FastAPI for REST API

Memecoin Launch Launchpad with Automated Liquidity Management

beginner

Create a no-code memecoin deployment platform that bundles token creation, Raydium pool initialization, and automated liquidity management (with anti-rug mechanisms like timelock and burn proofs). Target retail creators who lack technical skills but want to launch on Solana.

Why now: Memecoin market cap is $4.47B with sustained retail engagement (88% confidence, stable momentum). Top performers show 18,000%+ gains, attracting new creators. Current launch process requires technical knowledge—a no-code launchpad captures the long tail of retail creators entering the ecosystem. This is a 2-3 day hackathon-level build.
2-3 days|TypeScript/React, Solana Web3.js, Anchor framework, Raydium SDK, Next.js for frontend

DEX Aggregator with MEV-Aware Routing & Jito Integration

advanced

Build an advanced DEX aggregator that routes trades across Jupiter, Raydium, Orca, Phoenix, and Helium while accounting for MEV extraction via Jito. Include features like MEV-resistant order flow, bundle optimization, and real-time venue comparison.

Why now: DEX volume is consolidating around established venues (82% confidence) while Phoenix and Helium maintain parity. This creates an arbitrage opportunity for smart routing. Jito MEV infrastructure is mature (80% confidence), enabling MEV-aware aggregation. No existing tool optimizes for both venue selection AND MEV extraction simultaneously.
6-8 weeks|TypeScript/Node.js, Solana Web3.js, Jupiter CPI SDK, Jito Tip Router API, Raydium SDK V2, Orca Whirlpools SDK, PostgreSQL for venue metrics

Cross-Chain Wallet Bridge with Solana-Native Asset Tracking

intermediate

Extend existing cross-chain wallets (Unstoppable, OneKey) with Solana-specific features: real-time token price feeds, SPL token portfolio tracking, and one-click swaps via Jupiter. Focus on UX for users managing assets across Solana, EVM, and Bitcoin.

Why now: Cross-chain wallets are in stabilization phase (65% confidence, decelerating) but star growth indicates sustained adoption. Solana integration is present but lacks native features. With stablecoin inflows accelerating ($332.9M net positive), users need better Solana asset management within multi-chain wallets.
4-6 weeks|React Native or Flutter, TypeScript, Solana Web3.js, Jupiter API, Birdeye or DexScreener API for price feeds, Secure enclave for key management

MEV Extraction Dashboard for Validators & Stake Pool Operators

intermediate

Build a real-time dashboard for Jito Stake Pool operators and validators to visualize MEV extraction, tip distribution, and validator performance. Include alerts for anomalous MEV patterns and optimization recommendations based on historical data.

Why now: Jito MEV infrastructure is mature (80% confidence, stable momentum) with consistent transaction volumes. Validators lack visibility into MEV extraction efficiency. With Marinade Finance launching SOLC ETF, institutional operators need professional-grade MEV monitoring tools.
3-4 weeks|TypeScript/Node.js, React or Vue.js, Jito API, Solana RPC, TimescaleDB or ClickHouse, WebSocket for real-time updates

Stablecoin Yield Aggregator with Hedging Strategies

advanced

Create a yield aggregator that routes stablecoin deposits across Marinade Finance, Sanctum, and lending protocols (Marginfi, Lend) to maximize returns while managing risk. Include automated hedging via options or perpetual shorts for institutional users.

Why now: Stablecoin inflows are accelerating ($556.2M with $332.9M net positive, 84% confidence). Marinade's SOLC ETF launch signals institutional demand for stablecoin infrastructure. No existing tool aggregates yields across multiple protocols while offering hedging—this captures institutional capital repositioning into Solana.
6-8 weeks|TypeScript/Node.js, Solana Web3.js, Anchor framework, Marinade SDK, Marginfi SDK, React for frontend, PostgreSQL for strategy tracking

Autonomous Economic Zone Simulator for Solana

advanced

Build a simulation engine that models Solana as a closed economic system, allowing developers to test interactions between gaming, trading, payments, and memecoin mechanics. Include agent-based modeling to predict ecosystem dynamics.

Why now: Solana ecosystem is maturing toward self-contained economic activity (62% confidence, accelerating). Multiple narratives converge: AI agents, trading bots, gaming, and memecoins. No existing tool models Solana as an integrated economic system. This is a research-grade tool with potential for institutional adoption.
8-12 weeks|Python (Mesa framework for ABM), TypeScript for Solana integration, Solana Web3.js, Jupyter for analysis, D3.js for visualization, PostgreSQL for simulation data

Provably Fair Casino Smart Contract Framework

intermediate

Create a reusable Anchor framework for building provably fair casino games (blackjack, roulette, slots, crash) with on-chain randomness via Switchboard oracles. Include anti-cheating mechanisms, house edge configuration, and revenue sharing for game creators.

Why now: Casino smart contract interest is stable (58% confidence) but growing. Current implementations are one-off projects lacking standardization. With memecoin ecosystem maturing, gaming represents the next frontier for on-chain financial products. A reusable framework accelerates creator adoption.
3-4 weeks|Rust (Anchor framework), TypeScript for frontend, Switchboard oracles, Solana Web3.js, React for game UI

Rust Blockchain Development IDE with Solana Templates

beginner

Build a VS Code extension or web-based IDE that provides Solana-specific Rust templates, real-time error checking, and integrated testing for Anchor programs. Include one-click deployment to devnet and mainnet.

Why now: Rust standardization is stable (55% confidence) across Solana infrastructure. Solana Playground exists but lacks advanced IDE features. With AI agent and LLM integration accelerating, developers need better tooling to write Solana programs efficiently. This is a 2-3 week build with high developer adoption potential.
2-3 weeks|TypeScript (VS Code extension API), Rust analyzer, Anchor CLI, Solana Web3.js, WebAssembly for browser IDE

Creator Royalty & Revenue Split Smart Contract for Audius

beginner

Build a smart contract layer on Solana that enables Audius creators to set dynamic royalty splits, automatic revenue distribution to collaborators, and NFT-gated exclusive content. Integrate with Audius API for metadata and streaming data.

Why now: Audius maintains Solana integration with modest activity (48% confidence, stable). Creator economy is underexplored on Solana compared to gaming and trading. This is a low-risk, high-impact build that serves an existing user base (Audius creators) with new revenue mechanics.
2-3 weeks|Rust (Anchor framework), TypeScript, Audius API, Solana Web3.js, React for creator dashboard

AI-Powered Trading Bot Strategy Generator

intermediate

Develop an LLM-powered tool that generates trading bot strategies from natural language descriptions. Users describe their trading logic (e.g., 'buy when RSI < 30 on 5-min candles'), and the tool generates executable bot code for Solana DEXes with backtesting results.

Why now: Trading bot infrastructure is accelerating (81% confidence) and AI agent integration is mainstream (92% confidence). No existing tool combines LLM-powered strategy generation with Solana DEX execution. This captures both narratives simultaneously and lowers barriers for non-technical traders.
3-4 weeks|TypeScript/Node.js, OpenAI API or Claude, Python for strategy execution, Solana Web3.js, ClickHouse for historical data, React for UI

Data Sources

X/Twitter
Social29 pts
GitHub API
Leading383 pts
DeFi Llama
Coincident254 pts
Helius
Coincident18 pts
CoinGecko
Confirming200 pts
LLM: anthropic/claude-haiku-4.5|Cost: $0.0573|Duration: 132.6s