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PNWSkyHippy
PNWSkyHippyCOMMUNITY
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skill-idea-miner

Mine Claude Code session logs to extract and score skill idea candidates.

Updated Aug 23, 2026
Search Tags:#automation#logs#claude#backlog#skill#mining#idea
One-click install
npx skills add https://github.com/PNWSkyHippy/Trading_Bot_V2 --skill skill-idea-miner-pnwskyhippy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-idea-miner
Source: https://github.com/PNWSkyHippy/Trading_Bot_V2/tree/main/claud-skills/skills/skill-idea-miner
Command: npx skills add https://github.com/PNWSkyHippy/Trading_Bot_V2 --skill skill-idea-miner-pnwskyhippy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Automates the discovery and prioritization of new Claude skill ideas by mining session logs and converting them into backlog items for weekly pipelines.

Core Features & Use Cases

  • Session mining: Extract candidate ideas from Claude Code session logs.
  • Scoring & deduplication: Score novelty, feasibility, and trading value; deduplicate against existing skills and backlog.
  • Backlog integration: Merge into a structured backlog for later refinement and implementation.
  • Use Case: A team runs weekly mining to surface fresh automation ideas for trading tools.

Quick Start

Run the skill generator to mine the latest Claude session logs and refresh the backlog for skill generation.

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 session logs?▼

You can extract skill ideas from Claude session logs by running an automated mining script that analyzes recent sessions and outputs candidate ideas to a structured YAML backlog file.

How are mined skill ideas scored and deduplicated?▼

Mined skill ideas are scored by novelty, feasibility, and trading value, then deduplicated against existing skills and the current backlog to ensure only prioritized, unique candidates remain.

Do I need Python and PyYAML to mine Claude logs for automation ideas?▼

Yes, you need Python 3.10 or higher with the PyYAML library installed, along with the Claude CLI, to successfully mine session logs and generate the prioritized ideas backlog.

Can I automate weekly skill backlog generation from Claude Code logs?▼

Yes, you can automate weekly skill backlog generation by running the mining process regularly to surface fresh automation ideas, score them, and merge them into a structured backlog for refinement.

Where are extracted skill candidates stored after log mining?▼

Extracted skill candidates are stored in reports/raw_candidates.yaml, providing a structured file format for integrating the mined ideas into your weekly generation pipeline.

What is the best way to manage a backlog of Claude skill ideas?▼

The best way to manage a Claude skill idea backlog is to automate discovery by mining session logs, scoring candidates on novelty and feasibility, and deduplicating against existing skills for prioritized refinement.

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