cc-skill-extractor

To extract recurring conversation patterns from Claude Code transcripts, describe the frequent workflow you want codified, and the skill identifies core steps, prompts, and decisions to deliver a structured, co-design ready skill draft. It surfaces repeated workflows and formalizes them into reusable automation.

Pattern mining for Claude Code chats is the process of identifying repeated multi-step workflows across transcripts and converting them into reusable skills. You need it when you find yourself manually repeating the same extraction work to codify frequent conversational workflows into shareable automation.

To turn a frequent Claude Code workflow into a reusable skill, describe the recurring pattern from your conversations. The skill guides you through structured extraction of prompts and intents, validating the methodology via co-design steps to produce a draft documenting triggers, guardrails, and outcomes.

No, this skill does not require any external dependencies or components to run. It operates independently to analyze your described Claude Code patterns and transcripts, extracting the core logic needed to generate a structured skill draft without needing additional packages.

The best way to formalize repeated Claude Code prompts into automation is through structured extraction that documents triggers, methodology, guardrails, and outcomes. This approach collaborates with you via co-design steps to validate the skill draft, ensuring the generated automation accurately reflects your workflow.

When codifying multi-step Claude Code conversations, you should expect the process to require your active collaboration during co-design validation steps. The skill relies on your accurate description of recurring patterns and frequent workflows to correctly extract intents and define the final reusable skill.