pipeline-pe

Evaluate pull request architectural risk and generate a LOW-CRITICAL rating.

2|1|Updated Dec 25, 2025
One-click install
npx skills add https://github.com/solo-ist/prose --skill pipeline-pe
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pipeline-pe
Source: https://github.com/solo-ist/prose/tree/main/.claude/skills/pipeline-pe
Command: npx skills add https://github.com/solo-ist/prose --skill pipeline-pe

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured approach for Principal Engineer level architectural risk analysis of pull requests by evaluating blast radius, hidden coupling, and privilege boundary concerns, and outputs a clear risk rating.

Core Features & Use Cases

  • End-to-end PR risk evaluation across multiple dimensions including architectural coherence, blast radius, root-cause vs symptom, tech debt trajectory, and hidden coupling.
  • Deterministic outputs suitable for CI integration with a machine-readable sentinel and human-readable review notes.
  • Actionable guidance on reviewer focus and potential mitigations for risky PRs.

Quick Start

Run /pipeline-pe <pr-number> to generate a risk assessment for the pull request.

Frequently Asked Questions about pipeline-pe

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

FAQPage Schema
How do I analyze architectural risk in pull requests?

Architectural PR risk analysis evaluates blast radius, hidden coupling, and privilege boundaries across pull request changes to generate a structured risk rating from LOW to CRITICAL, providing actionable concerns and reviewer focus guidance for risky code modifications.

What is blast radius assessment in code review?

Blast radius assessment in code review identifies the potential impact scope of PR changes across architectural boundaries, helping evaluate architectural coherence, tech debt trajectory, and root-cause versus symptom issues to determine overall structural risk levels.

Can I integrate PR risk analysis into CI pipelines?

Yes, PR risk analysis supports deterministic CI integration through machine-readable outputs with structured sentinels and human-readable review notes, enabling automated risk rating from LOW to CRITICAL directly within continuous integration workflows.

How do I assess hidden coupling and privilege boundaries in code changes?

Hidden coupling and privilege boundary assessment evaluates cross-module dependencies and security perimeters within pull requests, applying Principal Engineer level architectural analysis to identify structural risks and generate actionable mitigation guidance.

What's the best way to automate code review risk scoring?

Automated code review risk scoring applies deterministic architectural evaluation across multiple dimensions including blast radius, coupling, and privilege boundaries, producing structured LOW-CRITICAL ratings with machine-readable outputs suitable for CI integration and reviewer focus guidance.

When do I need architectural risk analysis for PRs?

Architectural risk analysis is needed when pull requests involve complex changes affecting multiple system boundaries, requiring evaluation of blast radius, hidden coupling, and privilege concerns to prevent structural degradation and manage technical debt trajectory.