project-skill-audit

Analyze session history and memory files to recommend automation skills.

Updated Jun 2, 2026

Search Tags:#automation #workflow #productivity #refactoring #audit #codex

Ready to run

npx skills add https://github.com/PicoMLX/SwiftSQLite --skill project-skill-audit-picomlx

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: project-skill-audit
Source: https://github.com/PicoMLX/SwiftSQLite/tree/main/.agents/skills/project-skill-audit
Command: npx skills add https://github.com/PicoMLX/SwiftSQLite --skill project-skill-audit-picomlx

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the guesswork in project maintenance by auditing past sessions and memory to identify exactly which automation skills are needed to improve developer productivity.

Core Features & Use Cases

Evidence-Based Recommendations: Analyzes rollout summaries and session history to find recurring bottlenecks that justify new skills.
Skill Lifecycle Management: Distinguishes between the need for a new skill and the necessity of updating an existing one to prevent repository bloat.
Use Case: When a project team notices they are repeatedly performing the same manual validation steps, this skill audits the session history to propose a custom automation that encodes those specific project guardrails.

Quick Start

Use the project-skill-audit skill to analyze this project and recommend new skills or updates to existing ones.

Frequently Asked Questions about project-skill-audit

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

FAQPage Schema

How do I identify which automation skills my development project actually needs?▼

To identify needed automation skills, analyze project session history and memory files to find recurring bottlenecks and manual validation steps. This evidence-based approach targets specific failure patterns to generate actionable improvement plans for developer productivity.

What is the best way to prevent repository bloat when adding new automation workflows?▼

Prevent repository bloat by auditing rollout summaries and existing local skill definitions to distinguish between creating a new skill and updating an existing one. Skill lifecycle management ensures you only add automations justified by session history evidence.

Can I use session history to find repetitive manual validation sequences in my codebase?▼

Yes, you can use session history to find repetitive manual validation sequences. Analyzing project memory indices and rollout summaries targets recurring workflows, allowing you to encode those specific project guardrails into custom automations.

How do I audit project memory files to optimize developer efficiency?▼

Audit project memory files by reviewing session history, memory indices, and local skill definitions to pinpoint recurring workflows and failure patterns. This data-driven analysis generates actionable improvement plans that optimize developer efficiency.

Do I need project memory indices to recommend high-value refactoring skills?▼

Yes, you need project memory indices, rollout summaries, and existing local skill definitions to recommend high-value refactoring skills. Access to this historical session data is required to identify recurring bottlenecks and generate actionable improvement plans.