skill-idea-miner

Extract and score skill ideas from Claude Code session logs using Python scripts.

1|Updated Feb 18, 2026

Search Tags:#skill generation #machine learning #trading #session log analysis #skill idea extraction

Ready to run

npx skills add https://github.com/darkounus90/BOTTX3 --skill skill-idea-miner-darkounus90

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-idea-miner
Source: https://github.com/darkounus90/BOTTX3/tree/main/.agents/skills/skill-idea-miner
Command: npx skills add https://github.com/darkounus90/BOTTX3 --skill skill-idea-miner-darkounus90

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, claude-cli, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of generating new skill ideas from Claude Code session logs, reducing the time and effort required to identify and prioritize new skill candidates.

Core Features & Use Cases

Session Log Mining: Extracts potential skill ideas from Claude Code session logs.
Signal Detection: Identifies relevant signals such as skill usage, errors, repetitive patterns, automation requests, and unresolved requests.
Scoring and Deduplication: Scores candidates based on novelty, feasibility, and trading value, and deduplicates similar ideas.
Backlog Management: Maintains a prioritized backlog of new skill ideas.
Use Case: Use this Skill to streamline the weekly skill generation pipeline, automatically extracting and scoring new skill ideas from recent coding sessions.

Quick Start

Run the scripts/run_skill_generation_pipeline.py script with the --mode weekly flag to automatically mine session logs and generate skill ideas.

Frequently Asked Questions about skill-idea-miner

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

FAQPage Schema

How do I extract skill ideas from Claude Code session logs?▼

To extract skill ideas from Claude Code session logs, run the Python pipeline script to mine logs for signals like repetitive patterns and unresolved requests, then score and deduplicate candidates automatically.

What is session log analysis for skill idea generation?▼

Session log analysis for skill idea generation is the process of mining Claude Code logs to detect usage patterns, errors, and automation requests, producing a scored backlog of novel skill candidates.

Do I need Python and Claude CLI to run the skill generation pipeline?▼

Yes, you need both Python and the Claude CLI installed to execute the skill generation pipeline, as the scripts depend on Python for processing and the Claude CLI for log interaction.

How does the pipeline score and prioritize new trading skill ideas?▼

The pipeline scores new trading skill ideas by evaluating each extracted candidate for novelty, feasibility, and trading value, then deduplicates similar ideas to maintain a prioritized backlog.

Can I automate weekly skill idea extraction from recent coding sessions?▼

Yes, you can automate weekly skill idea extraction by running the generation pipeline script with the weekly mode flag, which automatically mines recent Claude Code session logs.

What are the limitations of using automated scripts for session log mining?▼

A limitation of automated session log mining is that it specifically focuses on identifying trading and investing skills, meaning candidates outside this domain may not be scored or prioritized effectively.