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rate-limiter-designer

Design and implement rate limiting strategies

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技能内容

Rate Limiter Designer Skill

Overview

This skill designs and implements rate limiting strategies including token bucket, sliding window, and quota systems to protect APIs while providing fair access.

Capabilities

  • Implement token bucket and leaky bucket algorithms
  • Configure per-key and per-user limits
  • Design quota and usage systems
  • Generate rate limit HTTP headers
  • Implement distributed rate limiting
  • Configure burst allowances
  • Design rate limit tiers
  • Handle rate limit exceeded responses

Target Processes

  • Platform API Gateway Design
  • Authentication and Authorization Patterns
  • Developer Portal Implementation

Integration Points

  • Redis for distributed state
  • Rate limiting middleware
  • API gateway plugins
  • CDN rate limiting
  • Database-backed quotas

Input Requirements

  • Rate limit requirements
  • Tier definitions
  • Burst allowances
  • Distribution strategy
  • Header conventions

Output Artifacts

  • Rate limiting implementation
  • Quota management system
  • Rate limit headers
  • Tier configuration
  • Admin management API
  • Usage tracking

Usage Example

skill:
  name: rate-limiter-designer
  context:
    algorithm: sliding-window
    storage: redis
    tiers:
      - name: free
        requests: 100
        window: 1h
        burst: 10
      - name: pro
        requests: 10000
        window: 1h
        burst: 100
    headers:
      limit: X-RateLimit-Limit
      remaining: X-RateLimit-Remaining
      reset: X-RateLimit-Reset
    responses:
      exceeded:
        status: 429
        retryAfter: true

Best Practices

  1. Use sliding window for accuracy
  2. Include burst allowances
  3. Return standard rate limit headers
  4. Provide clear Retry-After values
  5. Implement distributed limiting
  6. Design fair quota systems

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本站分层T1
该仓技能数2115
原文件路径library/specializations/sdk-platform-development/skills/rate-limiter-designer/SKILL.md

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