Skip to content

Backend · Global library

Server Timing Analyzer

Expose backend bottlenecks through Server-Timing instrumentation that separates compute, database, and remote call cost.

CodexClaude CodeKimi Codeorchestrator-mcp

Best use case

Use Server Timing Analyzer when you need to expose backend bottlenecks through Server-Timing instrumentation that separates compute, database, and remote call cost, especially when the work is driven by server timing and performance header.

Trigger signals

server timingperformance headerlatency breakdown

Validation hooks

verify_timing_accuracy

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show server-timing-analyzer

Use

orchestrator-mcp skills export server-timing-analyzer --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/server-timing-analyzer ./your-agent-skills/server-timing-analyzer
# or open skills/server-timing-analyzer/SKILL.md in a markdown-first client

File patterns

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

Model preferences

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

Related skills

Adjacent packs to compose next.