specops-implementation-drift

Re-run SpecOps analysis on migrated code and generate drift reports with corrective specs.

Updated Mar 14, 2026
One-click install
npx skills add https://github.com/ryan-mahoney/ryan-llm-skills --skill specops-implementation-drift
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: specops-implementation-drift
Source: https://github.com/ryan-mahoney/ryan-llm-skills/tree/main/skills/specops-implementation-drift
Command: npx skills add https://github.com/ryan-mahoney/ryan-llm-skills --skill specops-implementation-drift

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill re-validates SpecOps migrations by re-running the analysis on migrated code, comparing it to the original analysis, and producing drift reports and corrective specs to converge behavior.

Core Features & Use Cases

  • Re-analyzes migrated code with the project's SpecOps analysis prompt to surface divergences between legacy and migrated implementations.
  • Generates drift reports detailing real and potential divergences, classifies severity, and suggests corrective specifications.
  • Produces a corrections file documenting required behavioral changes and a convergence assessment for subsequent code-gen iterations.

Quick Start

Run a drift audit on a migrated module to identify and correct divergences.

Frequently Asked Questions about specops-implementation-drift

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

FAQPage Schema
How do I verify migrated code behavior and detect drift from legacy implementations?

To verify migrated code behavior and detect drift, re-run the original analysis on the migrated sources to surface divergences. The process compares results between legacy and migrated implementations, generating a detailed drift report for subsequent code-gen iterations.

What is a drift audit for migrated code and when do I need one?

A drift audit for migrated code is an end-to-end re-analysis that identifies behavioral divergences from legacy systems. You need a drift audit after migrating code to ensure the new implementation has fully converged with the original analysis and behavior.

How do I generate corrective specs from a code migration drift report?

Generate corrective specs by applying the project's analysis prompt to migrated sources and comparing the results. The audit classifies divergences by severity and produces a corrections file documenting required behavioral changes for subsequent code generation.

Can I use drift analysis to enforce convergence across multiple code-gen iterations?

Yes, drift analysis enforces convergence across code-gen iterations by producing an audit log and targeted corrective specifications. These outputs document required behavioral changes and feed directly back into subsequent code generation cycles.

Does the drift audit classify the severity of divergences found in migrated code?

Yes, the drift audit classifies the severity of real and potential divergences found in migrated code. It details these divergences in a report and suggests targeted corrective specifications to achieve end-to-end behavioral convergence.