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dreamineering

depin-infrastructure-fetcher

by dreamineering

0🍴 0📅 Jan 14, 2026

SKILL.md


name: depin-infrastructure-fetcher description: | MUST BE USED when DePIN projects, tokenomics, or infrastructure deployment mentioned depin | helium | filecoin | render | akash | hivemapper | "decentralized infrastructure" | "node deployment" | "tokenomics design" BME tokenomics, PoPW consensus, node ROI, hardware requirements, network economics project_analysis, roi_calculations, deployment_guides, tokenomics_models, tech_stack_recommendations USE PROACTIVELY for: investment analysis, network comparison, deployment planning tools: Read(pattern:.claude/skills/depin-*/**), WebSearch, WebFetch(domain:depinscan.io|messari.io|helium.io), mcp__perplexity-ask__search, TodoWrite

DePIN Infrastructure Project Fetcher

Comprehensive DePIN (Decentralized Physical Infrastructure Network) project analysis and information retrieval system for researching, evaluating, and monitoring decentralized infrastructure projects.

Activation Triggers

Core Capabilities

Project Research

  • Fetch real-time project metrics and statistics
  • Analyze tokenomics and economic models
  • Evaluate network coverage and node distribution
  • Compare multiple DePIN projects side-by-side

Network Categories

<domain_terminology>

  • Wireless Networks: Helium (IoT/5G), Pollen Mobile (cellular)
  • Storage Networks: Filecoin, Arweave, Sia
  • Compute Networks: Render Network, Akash, Flux
  • Sensor Networks: PlanetWatch (air quality), WeatherXM (weather)
  • Energy Networks: React Network, Powerledger
  • Mapping/Location: Hivemapper (dashcams), DIMO (vehicle data) </domain_terminology>

Implementation Workflow

Step 1: Parse Query Intent

interface DePINQuery {
  project_name?: string;
  location?: string;
  category?: 'wireless' | 'storage' | 'compute' | 'sensor' | 'energy' | 'mapping';
  metric_type?: 'coverage' | 'nodes' | 'tokenomics' | 'roi';
}

Step 2: Data Retrieval

Execute scripts/fetch-depin-data.ts with parsed parameters:

npx tsx .claude/skills/depin-infrastructure-fetcher/scripts/fetch-depin-data.ts \
  --project "helium" \
  --location "new-zealand" \
  --metrics "coverage,nodes"

Step 3: Format Response

Use project-specific templates from references/project-templates/:

  • Network statistics summary
  • Node deployment requirements
  • ROI calculations
  • Coverage maps interpretation

Quality Gates

<validation_rules>

  • Data freshness: Max 24 hours old
  • Source verification: Only trusted APIs (see references/trusted-sources.md)
  • ROI calculations: Include all costs (hardware, electricity, maintenance)
  • Coverage data: Verify with multiple sources when available </validation_rules>

Output Format

Project Summary Template

PROJECT: [Name]
CATEGORY: [Network Type]
LOCATION: [Coverage Area]
STATUS: [Active Nodes] | [Network Growth]

DESCRIPTION:
[1-2 sentence overview]

KEY METRICS:
- Active Nodes: [count]
- Network Coverage: [area/percentage]
- Token Price: [current]
- Node ROI: [monthly estimate]

DEPLOYMENT:
- Hardware Cost: $[amount]
- Setup Complexity: [Low/Medium/High]
- Maintenance: [requirements]

Error Handling

<error_recovery>

  • API timeout (5s): Fall back to cached data with freshness warning
  • No results: Suggest alternative projects in same category
  • Ambiguous query: Ask clarifying questions (location, use case, budget) </error_recovery>

Performance Optimization

  • Cache responses for 24 hours using scripts/cache-manager.ts
  • Batch multiple project queries into single API calls
  • Pre-fetch popular projects during idle time

Security Considerations

Success Metrics

Track via scripts/analytics.ts:

  • Query response time (<2s target)
  • Data accuracy (>95% match with official sources)
  • User satisfaction (follow-up questions indicate success)

<see_also>

  • /docs/META-LEARNINGS/DEPIN-INFRASTRUCTURE.md → DePIN ecosystem overview
  • references/api-documentation.md → External API schemas
  • references/project-database.json → Known projects catalog </see_also>

Score

Total Score

40/100

Based on repository quality metrics

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