audit

Analyze feature implementation against approved plans and reports to produce an Architect verdict.

4|Updated Mar 23, 2025
One-click install
npx skills add https://github.com/matochu/pythia --skill audit-matochu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: audit
Source: https://github.com/matochu/pythia/tree/main/.agents/skills/audit
Command: npx skills add https://github.com/matochu/pythia --skill audit-matochu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Audit a feature implementation against its approved plan and implementation report, then produce the architect verdict and follow-up direction.

Core Features & Use Cases

  • Assess alignment between planned steps and actual implementation across multiple rounds.
  • Validate risks against plan retrospectives and developer learnings to surface gaps.
  • Generate action-oriented verdicts, follow-up directions, and optional problems/plan updates when needed.

Quick Start

Run /audit in the current feature context to generate the audit report.

Frequently Asked Questions about audit

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

FAQPage Schema
How do I audit a feature implementation against its approved plan?

To audit a feature implementation, you compare the approved plan against the latest development report. This skill loads both artifacts, evaluates step alignment and acceptance criteria, and outputs an architectural verdict with risk assessment.

What is an architectural audit for feature implementation?

An architectural audit evaluates actual implementation quality against approved plans and guidelines. It assesses alignment across development rounds, validates risks against retrospectives, and generates an architect verdict with action-oriented follow-up directions.

How do I validate developer feedback and risks against a plan retrospective?

Validating developer feedback against a plan retrospective requires comparing reported risks with actual implementation steps. This skill loads plan and report artifacts to surface gaps, evaluate quality against guidelines, and produce a problems brief when necessary.

Can I generate follow-up directions and plan updates after an implementation audit?

Yes, you can generate follow-up directions and plan updates after an implementation audit. When the architectural verdict is ready, this skill outputs an audit document, a problems brief, and updates to the plan or feature context.

Does the audit skill work with multiple rounds of development reports?

Yes, the audit skill works with multiple development rounds. It assesses alignment between planned steps and actual implementation across each round, evaluating risk and checking implementation quality against architectural guidelines.

What is the best way to perform risk analysis on feature implementation?

The best way to perform risk analysis on feature implementation is comparing the approved plan against development reports. This skill validates risks against plan retrospectives, evaluates implementation quality, and generates an architectural verdict with follow-up direction.