Backend · Global library

Rate-Limiting Architect

Implement distributed rate limiting with token buckets, predictable headers, and production-safe behavior under load.

CodexClaude CodeKimi Codeorchestrator-mcp

Best use case

Use Rate-Limiting Architect when you need to implement distributed rate limiting with token buckets, predictable headers, and production-safe behavior under load, especially when the work is driven by rate limit and token bucket.

Trigger signals

rate limittoken bucketredis

Validation hooks

verify_rate_limit_headers

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show rate-limiting-architect

Use

orchestrator-mcp skills export rate-limiting-architect --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/rate-limiting-architect ./your-agent-skills/rate-limiting-architect
# or open skills/rate-limiting-architect/SKILL.md in a markdown-first client

File patterns

**/api/****/middleware/****/*.ts

Model preferences

deepseek-ai/deepseek-v3.2qwen3-coder:480b-clouddeepseek-r1:32b

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Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.

Rate-Limiting Architect

Copy the exact command path you need.

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