Extract reusable corrections and patterns from sessions into MEMORY.md or skill files.
npx skills add https://github.com/naj2r/claude-econ-paper-template --skill learn-naj2r
Please help me install this Agent Skill. Skill: learn Source: https://github.com/naj2r/claude-econ-paper-template/tree/main/.claude/skills/learn Command: npx skills add https://github.com/naj2r/claude-econ-paper-template --skill learn-naj2r
This Skill extracts reusable knowledge from an interactive session and persists corrections, patterns, and user preferences so valuable insights are not lost between sessions.
Ask the learn skill to extract and save persistent learnings from the current session about the project's data quirks.
High-intent search queries and answers about installing and using this skill.
Saving conversation learnings to persistent memory involves extracting reusable corrections, coding patterns, and user preferences from a session transcript, then writing them into MEMORY.md or project rule files for future automation.
Automatically extracting coding patterns and data quirks from a session transcript requires analyzing the conversation for recurring behaviors and explicit corrections, then persisting these insights into targeted convention files.
Capturing user preferences and corrections from an interactive session involves detecting explicit tags during session analysis, recording concise wrong-to-right notes in project memory to prevent recurring mistakes.
Extracting knowledge into project rule files requires file read, write, and edit permissions, along with access to tools like Grep and Glob, to analyze the session transcript and successfully persist learnings.
Knowledge extraction handles speculative or transient session state by applying built-in safeguards that filter out temporary variables and unverified assumptions, ensuring only reusable corrections and patterns are persisted.
ek33450505Restrict tools to read-only operations during analysis sessions.
devCharuzuAnalyze MEMORY.md patterns and promote them to CLAUDE.md or .claude/rules/.
mauromeddaAnalyze Claude Code session transcripts to generate structured skill improvement prompts.
OutlineDrivenScan session transcripts to extract save-worthy moments and write memory files.
