skills.rest
paradox123
paradox123COMMUNITY
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improve-skills

Analyze session histories to identify skill gaps and generate improvement reports.

Updated Jan 23, 2026
Search Tags:#reporting#session-analysis#discovery-patterns#memory-tracking#tool-usage#skill-candidates#improve-skills
One-click install
npx skills add https://github.com/paradox123/shared-ai-docs --skill improve-skills-paradox123
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: improve-skills
Source: https://github.com/paradox123/shared-ai-docs/tree/main/skills-repo/skills/improve-skills
Command: npx skills add https://github.com/paradox123/shared-ai-docs --skill improve-skills-paradox123

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes session histories to identify gaps in existing agent skills and opportunities for improvement across workflows.

Core Features & Use Cases

  • Identify recurring discovery patterns and suggest candidate skills.
  • Assess tool-usage clarity and document instructions to reduce exploration.
  • Generate concise improvement reports and memory entries for future runs.

Quick Start

Run a comparison of sessions since the last run and generate a concise improvement report with actionable recommendations.

Frequently Asked Questions about improve-skills

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

FAQPage Schema
How do I identify gaps in agent skills from session histories?▼

To identify skill gaps from session histories, analyze recent session logs and memory notes to detect recurring discovery patterns and unclear tool usage, generating a precise improvement plan with actionable recommendations.

What is the best way to analyze recurring discovery patterns in Claude and Codex desktop workflows?▼

Analyzing recurring discovery patterns in Claude and Codex desktop workflows involves reading session logs since the last run to compare sessions and suggest candidate skills that fill identified workflow gaps.

How do I generate an improvement report for weak agent skills across projects?▼

Generating an improvement report for weak agent skills requires analyzing session histories and tool usage clarity to document instructions, producing concise recommendations and memory entries for future runs.

Does analyzing session logs require access to last-run cursors and memory notes?▼

Yes, analyzing session logs requires access to last-run cursors and memory notes for improvements to generate a precise improvement plan and accurately identify skill gaps across desktop workflows.

Can I assess tool usage clarity to reduce exploration in my existing agent workflows?▼

You can assess tool usage clarity by analyzing session histories to document instructions and identify recurring discovery patterns, effectively reducing exploration and suggesting candidate skills across workflows.

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