dag-pattern-learner

dag-pattern-learner - Skill Dossier

dag-pattern-learner

dag-pattern-learner

Learns from DAG execution history to improve future performance. Identifies successful patterns, detects anti-patterns, and provides recommendations. Activate on 'learn patterns', 'execution patterns', 'what worked', 'optimize based on history', 'pattern analysis'. NOT for failure analysis (use dag-failure-analyzer) or performance profiling (use dag-performance-profiler).

Agent & Orchestration

#dag#observability#learning#patterns#optimization

Allowed Tools

ReadWriteEditGlobGrep

Pairs With

dag-execution-tracer

Source of execution data

dag-performance-profiler

Source of performance data

dag-failure-analyzer

Source of failure patterns

dag-graph-builder

Applies learned patterns

dag-pattern-learner preview

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Install all 463+ skills as a plugin

claude plugin marketplace add curiositech/windags-skills claude plugin install windags-skills

Claude activates dag-pattern-learner automatically when your task matches its description.