Analyzes development action logs to identify recurring tasks and suggest high-impact automation opportunities.
Pattern Miner is a workflow optimization tool for Claude Code that transforms historical activity data into actionable automation strategies. By systematically scanning ACTION_LOG.md and ACTION_LOG.jsonl files, the skill identifies repetitive task sequences, manual overhead, and complex dependencies that are candidates for streamlining. It documentation these findings in a dedicated PATTERNS.md file, providing developers with a data-driven roadmap for creating new skills or scripts without the risk of unauthorized code generation, as the tool is strictly limited to observation and proposal.
Key Features
010 GitHub stars
02Safety-first design that proposes improvements without auto-execution
03Dependency mapping between recurring developer actions
04Automated analysis of ACTION_LOG.md and ACTION_LOG.jsonl files
05Structured reporting of findings in PATTERNS.md
06Identification of repetitive development sequences and task clusters
Use Cases
01Generating a roadmap for project-specific automation based on actual usage data
02Auditing project history to identify workflow bottlenecks and friction points
03Discovering manual CLI sequences that should be converted into custom skills
