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DevOps · Global library

Log Aggregation Architect

Turn ad hoc logs into structured, correlated observability streams with request and trace identity built in.

CodexClaude CodeKimi Codeorchestrator-mcp

Best use case

Use Log Aggregation Architect when you need to turn ad hoc logs into structured, correlated observability streams with request and trace identity built in, especially when the work is driven by structured logging and correlation id.

Trigger signals

structured loggingcorrelation idlog aggregation

Validation hooks

verify_log_parsing

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show log-aggregation-architect

Use

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

Export

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

File patterns

**/*.ts**/*.py**/middleware/**

Model preferences

deepseek-ai/deepseek-v3.2qwen3-coder:480b-cloudllama3.1:8b

Related skills

Adjacent packs to compose next.

DevOpsGlobal library

ArgoCD GitOps Engineer

Open pack

Implement GitOps workflows with ArgoCD that enable declarative, version-controlled continuous delivery to Kubernetes

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