Helius

This is a track for the Redacted hackathon, hosted exclusively on Superteam Earn.

Redacted

Welcome to MCSI: Memecrime Scene Investigation where on-chain detectives trace back the chaos left behind by rug pulls, honeypots, and insider exits.The Solana ecosystem has become the internet’s favorite playground for meme coin speculation. But with every viral launch comes a darker underbelly: tokens rugged minutes after launch, dev wallets dumping into early volume, and community members left holding bags. This bounty seeks a Dune Analytics dashboard to track new Solana tokens, highlight post-rug indicators, and provide on-chain data to identify repeat offenders.<h2 class="heading-node">Bounty Scope</h2>Build a Dune dashboard that provides (this must cover all major memecoin launchpads):• Post-launch transaction flow mapping• Deployer and insider wallet behavior tracking• Volume and price anomaly detection• Ownership concentration and sell-off patterns• Market Maker detection via wallet clustering and labeling• Volume brackets of newly launched coins ($1k, $2k etc)• How much of the daily volume is generated by Volume bots<h2 class="heading-node">Transaction Flow Visualization</h2>• Chart token trades between wallets• Show fund movement from creator wallets• Highlight early large sells or dumps<h2 class="heading-node">Wallet Behavior Analysis</h2>• Detect repeated buy/sell loops• Track sell-off speed after launch• Surface wallet patterns from serial deployers<h2 class="heading-node">Post-Rug Indicators</h2>• LP pulled &gt;80% within 1 hour• 90% price drop from single transaction• Token activity drops to near-zero post ATH• Top 10 wallets own &gt;90% of supply<h2 class="heading-node">Entity Labeling &amp; Wallet Clustering</h2>• Use heuristics or tools like Arkham/Range• Tag deployer wallets used in multiple launches• Classify exchange interactions and internal transfers<h2 class="heading-node">Deliverables</h2>A complete post-rug detection dashboard including:• Live, deployed Dune Analytics dashboard• Public GitHub repository (for queries and modules)• Clear documentation explaining logic behind each module• Support for any token address via filters or input fields<h2 class="heading-node">Reward Structure</h2>Total Prize Pool: 5,269 USDC1st Place - 4,200 USDC2nd Place - 1,069 USDC<h2 class="heading-node">Judging Criteria</h2>Accuracy: On-chain logic matches real token behaviorTechnical Quality: Dashboard loads efficiently and handles large setsOriginality: Unique insights or visual storytellingRich Media: High-quality graphs, flowcharts, and wallet trackingUX: Intuitive layout, accessible to non-technical users<h2 class="heading-node">Bonus:</h2>Post a demo or breakdown on X, tagging @GoFundMemes<h2 class="heading-node">Content Criteria</h2>Submissions will be rejected if:• No working dashboard• Missing core metrics (e.g. LP, insider sell-off)• Code or visuals are plagiarized• Dashboard is not public post-deadline• Lacks documentation or explanation