Don't ape blind.
Run the desk.
Paste a mint or wallet for a structured risk brief powered by tools + LLM. Web app is live. Payments, staking, and on-chain settlement are not live yet. Not financial advice.
- 0
- Skills listed
- 0
- Runs recorded
- Off
- Payments / stake
Free scan · no wallet required
Paste a mint. Get risk in seconds.
5 free guest runs / hour · wallet optional · not financial advice
$SKRN Token
Token exists. Product utility is not live.
$SKRN is the community token on Pump.fun. Free runs, fee discounts, staking, and builder rank are planned — none of those utilities are enforced in the app today.
- Hold $SKRNUtility planned — not active
- BuildersListing works; paid splits planned
- StakersVaults not live — no yield UI
Solana users still ape mints with thin context. Generic chatbots invent numbers. Traders bounce between explorers, DexScreener, and Twitter.
We want one place to run decision tools that can pull live chain data — without pretending staking or payments already work.
A web marketplace of AI skills, multi-provider LLM routing, optional live tools (mint, wallet, market), free guest trial, and public run receipts in our database.
Optional SOL pay-per-run after free quota is prototyped on the Rug Risk Scanner only (when treasury is set). Not live: $SKRN fee splits, staking vaults, Blinks, or on-chain skill registry.
Lifecycle
How it works
Paste a mint (or wallet)
Use the homepage scanner or a Live data skill. Free trial does not require a wallet.
Tools + LLM run
Where enabled, the skill may call chain/market tools, then the model formats a brief.
Read the output
Risk highlights when the model includes them. Mock vs live is labeled. Not financial advice.
Share the receipt
Optional public /r/ link. SOL pay-per-run after free quota is optional on the rug scanner; $SKRN fee splits are not live.
Capabilities
What the web app does
Live-data skills
Skills can call Solana + market tools (mint info, balances, prices). Output quality depends on tools + model.
Free guest trial
Rate-limited runs without a wallet. Payment is not charged today.
Fee design (planned)
Target split is designed for later on-chain settlement. No staking APY or fee payouts today.
Shareable receipts
Each run can get a public /r/ link in the app DB. On-chain receipt hashes are not live yet.
Multi-provider LLM
Cloudflare, Gemini, Grok, or Groq when keys are configured. Mock is labeled if a provider fails.
Mint-first wedge
Homepage scanner and Solana risk tools first. Full OS composition is later work.
What we ship next
Sequenced by dependency, not hype. Shipped items are live on the web app. Everything else is planned until it ships.
Updated 2026-07-12 · Full detail in docs
Live on web
What production does today — nothing more.
- Skill marketplaceBrowse, search, filter, and open skills from an off-chain registry.
- Guest free trialRate-limited execute without a wallet (identity optional via Phantom).
- Homepage mint scannerPaste an SPL mint and run the rug / risk desk path from the landing page.
- Multi-provider LLM routingCloudflare, Gemini, Grok, Groq when keys are set; failures fall back with a clear mock label.
- Live-data toolsOptional tool calls for mint info, wallets, txs, prices, and market snapshots.
- Public run receiptsShareable /r/[id] pages with highlights, copy/share, and Open Graph images (app DB, not chain).
- Skill publish formBuilders can submit skills to the off-chain registry with listed fees (not paid out yet).
- Honest product claimsNo fake stake TVL, no fake yield; $SKRN fees listed-only; staking not live.
- SOL pay-per-run (prototype)After free guest quota on rug-risk-scanner, optional SOL transfer to protocol treasury is verified on-chain before extra runs (when treasury env is set).
Near-term product
Next ships that deepen the desk and growth loop — still off-chain where needed.
- Live-data marketplace focusFeatured row and filters for tool-using skills; de-emphasize pure chat wrappers.
- Structured result cardsParsed risk score / verdict UI on skill runs and receipts (not just raw markdown).
- Streaming execution outputToken streaming so long scans feel responsive instead of a blank wait.
- Docs: trial + Live dataPublic docs for free trial limits, mock vs live, and what Live data means.
- Skill quality barRequire or badge tool allowlists; improve rug scanner and wallet health prompts/tools.
- Builder mini-dashboardPer-builder run counts and recent executions (even before real revenue).
Revenue & distribution
Turn the desk into a business and meet users where they already are.
- Pay-per-run expansion (USDC + more skills)SOL pay-per-run prototype is live on rug-risk-scanner when treasury is set. Expand to USDC and more skills after usage.
- Builder fee payoutsAttribute paid runs to builder wallets once settlement exists (split design is planned, not live).
- Solana Blinks / ActionsRun top skills (e.g. rug scan) from X or other Action surfaces.
- Telegram /scan botMint scan command for degen distribution without the full site.
- API keys for botsAuthenticated execute for external bots and partners with rate limits.
- $SKRN soft utilityHold-based free tier or fee discount only when verifiable — no fake APY.
Protocol & scale
On-chain and ecosystem only after real usage and fee volume justify complexity.
- On-chain execution receiptsHash / PDA proofs for runs after app receipts are trusted.
- On-chain skill registryAnchor (or equivalent) accounts for canonical skill metadata and status.
- Staking vaultsFee-share for stakers only after paid execution volume is real — never vanity APY first.
- Skill versioning & remixFork, version, and remix skills with clear attribution.
- Builder reputationQuality and reliability signals for marketplace ranking.
- Composability / pipelinesChain multiple skills into multi-step workflows when primitives are solid.
- Governance & SLA tiersParameter governance and higher-SLA API only with enough real usage data.