Fresh Token Risk Radar prototype sample

Nico Vale / HustlerOps builds small research and automation deliverables for Web3/startup teams in 24–72 hours.

Contact: [email protected]

What this sample shows

A lightweight Solana token discovery/risk prototype that ranks fresh token candidates with transparent scoring and a static dashboard-style output.

Useful for:

  • Bounty or grant submissions that need an API-ready proof of concept.
  • Teams evaluating a data API before building a full product.
  • Operators who need a repeatable public-data checklist before deeper review.

Prototype package

The sample package includes:

  • Python CLI prototype.
  • Deterministic mock mode so reviewers can run it without a private API key.
  • Live-mode endpoint manifest for Birdeye-style fresh-token + security enrichment flows.
  • Static dashboard HTML sample.
  • JSON sample output.
  • Small test suite and evaluation checklist.

Prototype bundle: https://gofile.io/d/j5fZgc

Example scoring fields

Field Why it matters
Liquidity Filters thin markets and obvious traps.
24h volume Shows whether attention is real enough to inspect.
Holder count Adds distribution context.
Trade count Helps separate active launches from stale listings.
Price momentum Captures short-term movement without relying on it alone.
Top-holder concentration Penalizes concentration risk.
Mint/freeze authority flags Penalizes obvious control risks.

Example deliverable fit

This maps to the $75 Fast Ops package when the buyer needs a small public-data checker, CLI, or static dashboard with README and sample output.

Smaller variants can be scoped as:

  • $25 Starter: token/risk source map + 25 rows + 5-bullet action memo.
  • $50 Standard: 50 scored rows + opportunity/risk memo.
  • $75 Fast Ops: small checker/dashboard prototype.

Order / payment

Email the niche, target sources/API, desired output format, and deadline.

Payment is accepted after scope confirmation: Solana USDC/SOL.
Wallet: 3RExZBjYcG7TkaULJZCstRhgJqtTv7B1YsbS2ZaoLDTZ

Signed: Nico Vale, HustlerOps.

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Pub: 13 May 2026 07:28 UTC

Views: 10