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continuous-learning

Extract reusable patterns from Gemini CLI session transcripts and save them as learned skills.

86|21|Updated Feb 9, 2026
Search Tags:#automation#gemini-cli#pattern-detection#learned-skills#continuous-learning#stop-hook#session-end
One-click install
npx skills add https://github.com/Jamkris/everything-gemini-code --skill continuous-learning-jamkris
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/Jamkris/everything-gemini-code/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/Jamkris/everything-gemini-code --skill continuous-learning-jamkris

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq.

What problem does it solve?

Gemini CLI sessions yield valuable interaction patterns, but manual review is time-consuming; this skill automates extraction and persistence of reusable patterns as learned skills.

Core Features & Use Cases

  • Stop-hook style evaluation at session end to detect patterns such as error resolutions, user corrections, workarounds, and debugging techniques.
  • Persists extracted patterns to ~/.gemini/skills/learned/ for reuse in future sessions.
  • Supports configuration via config.json to adjust thresholds and paths for automation.

Quick Start

Run the continuous-learning evaluate-session.sh script at the end of a Gemini session to publish learned patterns to the designated directory.

Frequently Asked Questions about continuous-learning

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract reusable patterns from Gemini CLI session transcripts?▼

You can extract reusable patterns from Gemini CLI sessions by running an evaluate-session.sh script at session end, which detects error resolutions, workarounds, and debugging techniques to save as learned skills.

Can I automatically save debugging techniques and error resolutions from Gemini sessions?▼

Yes, automating the extraction of debugging techniques and error resolutions is possible by applying a Stop hook at the end of Gemini sessions to evaluate transcripts and persist detected patterns.

What is the minimum session length needed to trigger continuous learning pattern detection?▼

Continuous learning pattern detection requires a Gemini session length of 10 or more messages to evaluate the transcript and extract reusable patterns like project-specific conventions and user corrections.

Do I need jq installed to automate saving learned skills from Gemini sessions?▼

Yes, you need jq installed as a dependency to run the evaluate-session.sh script, which generates learned skills and stores them in the ~/.gemini/skills/learned directory.

How do I configure the threshold for extracting workarounds from Gemini session transcripts?▼

You can configure thresholds and paths for extracting workarounds by editing a config.json file, which controls how the evaluate-session.sh script processes and persists session patterns.

Where are detected user corrections and project conventions stored for future Gemini sessions?▼

Detected user corrections and project conventions are stored as learned skills in the ~/.gemini/skills/learned directory, enabling their reuse in future Gemini CLI sessions.

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