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skillsmith

Analyzes JSONL session logs to identify repetitive tool usage and proposes workflow optimizations.

2|Updated Jan 25, 2026
Search Tags:#automation#patterns#analyze#session-history#sonnet#tool-usage#skill-extension
One-click install
npx skills add https://github.com/soliblue/cloude --skill skillsmith-soliblue
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skillsmith
Source: https://github.com/soliblue/cloude/tree/main/.claude/skills/skillsmith
Command: npx skills add https://github.com/soliblue/cloude --skill skillsmith-soliblue

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps optimize Claude Code workflows by analyzing session history to identify repetitive tool usage, gaps, and opportunities for automation.

Core Features & Use Cases

  • Analyze recent session history to detect recurring tool usage and sequences.
  • Compare against existing skills to surface extension opportunities or new skills.
  • Produce structured, actionable suggestions for automation, workflow improvements, and tooling gaps.

Quick Start

Use the skillsmith skill to review your last week's CLAUDE sessions and generate enhancement ideas for skills or extensions.

Frequently Asked Questions about skillsmith

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

FAQPage Schema
How do I analyze JSONL session logs to find repetitive tool usage patterns?▼

To analyze JSONL session logs for repetitive tool usage, this skill parses recent history and spawns a worker model to compare sequences against existing skills, identifying workflow optimization opportunities.

What is the best way to identify automation opportunities from Claude Code session history?▼

Identifying automation opportunities from session history involves comparing recent tool usage sequences against existing skills to surface gaps and propose structured JSON recommendations for new skills or extensions.

Can I use session history analysis to recommend new skills and extensions?▼

Yes, session history analysis can recommend new skills and extensions by parsing JSONL logs from the last 3–7 days, enumerating current skills, and comparing tool usage patterns to find automation gaps.

How do I optimize Claude Code workflows by detecting recurring tool sequences?▼

Optimizing workflows by detecting recurring tool sequences requires analyzing recent session history to find repetitive patterns, which are then evaluated against existing skills to propose actionable automation suggestions.

Does skillsmith require any specific dependencies to parse session logs?▼

No specific dependencies are required to parse session logs. The skill operates independently to read JSONL session data, enumerate existing skills, and spawn a worker model for pattern analysis.

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