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.