TRAXR-AVAXTRAXR-AVAX | Architecture

TRAXR-AVAX Architecture

Avalanche-first ingestion, deterministic normalization, and pool-level risk distribution via API/UI.

Architectural Overview

TRAXR-AVAX is a read-only risk infrastructure layer for AVAX pools. It is designed to keep data lineage explicit, keep scoring deterministic, and make pool-level risk context easy to consume by wallets and DEXs.

Avalanche C-Chain RPC
Primary source
Normalization
Deterministic schema
Scoring (npm)
@crosswalk.pro/traxr-cts-avax
API + UI
Read-only distribution
Baseline Verification|GeckoTerminal snapshots are retained for parity checks and source-segmented trend history, not as primary ingestion.

Read-only architecture. No signing. No custody. Explicit provenance.

Core Data Pipeline

  1. Avalanche RPC Ingestion
    Protocol-specific discovery from Avalanche C-Chain logs/state: pool identifiers, token metadata, liquidity, volume, and DEX attribution.
  2. Normalization Layer
    Raw inputs are mapped into deterministic AVAX pool metrics.
  3. Scoring Engine (External)
    Risk scoring runs in the npm package @crosswalk.pro/traxr-cts-avax.
  4. Presentation & Distribution
    Scores and signals are surfaced via the UI and read-only API for integrators.

Avalanche-First Positioning

  • Primary ingestion is Avalanche C-Chain RPC.
  • Legacy Gecko snapshots are used only for baseline parity checks and migration transparency.
  • Trend/Compare views explicitly segment historical sources.

Read-Only by Design

TRAXR-AVAX never signs transactions, never interacts with wallets, and never holds custody. All components operate in strict read-only mode.

Current Alpha Architecture

  • Snapshot-based ingestion from Avalanche C-Chain RPC
  • Local JSON cache for repeatable runs
  • Derived heuristics marked as best-effort
  • Scoring logic isolated in npm package
  • Legacy Gecko snapshots retained for explicit parity comparison

Roadmap

  • Self-hosted Avalanche node for primary data plane reliability.
  • Smarter indexer for faster and broader deterministic pool coverage.
  • Deeper on-chain contract/admin/dependency signal coverage.
  • Integration-ready API distribution for wallets and DEXs.

Design Principles

  • Indexing never guesses
  • Scoring never rewrites facts
  • Minimal scope and explicit TODOs
  • Incremental, auditable rollout

Architecture is introduced incrementally. Alpha components remain intentionally constrained to reduce systemic risk.

Know the system. Know the risk.