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ll-loop-suggester

Stars7
Forks2
UpdatedJuly 4, 2026 at 17:50

Analyze user message history to suggest FSM loop configurations automatically. Uses ll-messages output to identify repeated workflows and generate ready-to-use loop YAML. Also supports --from-commands mode to suggest loops from the available command/skill catalog without requiring message history, and --from-sequences mode to suggest loops from ll-logs sequences n-gram output. Trigger keywords: "suggest loops", "loop from history", "automate workflow", "create loop from messages", "analyze messages for loops", "ll-messages loop", "suggest automation", "detect patterns for loops", "suggest loops from commands", "loop from catalog", "from-commands", "suggest loops from sequences", "from-sequences", "loop from ll-logs"

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