risk-assessment

Assess pull requests for multi-dimensional risk scores and mitigation guidance.

2|1|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/lloydchang/agentic-reconciliation-engine --skill risk-assessment-lloydchang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: risk-assessment
Source: https://github.com/lloydchang/agentic-reconciliation-engine/tree/main/core/ai/skills/risk-assessment
Command: npx skills add https://github.com/lloydchang/agentic-reconciliation-engine --skill risk-assessment-lloydchang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates multi-dimensional risk evaluation of pull requests across security, operational, compliance, and business impact, delivering structured scores and actionable mitigations.

Core Features & Use Cases

  • Multi-dimensional risk scoring across security, operational, compliance, and business impact.
  • Automated mitigation recommendations and escalation workflows.
  • Seamless integration with GitHub, CI/CD, Jira/ServiceNow, and communication tools for gating decisions.
  • Customizable risk thresholds and reporting for audits and governance.

Quick Start

Immediately run a risk assessment on a new PR by providing the PR details to generate a risk report.

Frequently Asked Questions about risk-assessment

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

FAQPage Schema
How do I assess pull request risk for security and compliance impact?

You can automate multi-dimensional risk evaluation of pull requests to quantify security, operational, compliance, and business impact. This process delivers structured risk scores and actionable mitigation guidance for changes in code, configurations, and dependencies.

Can I enforce custom risk thresholds to gate CI/CD deployments?

Yes, you can enforce configurable risk thresholds to gate deployments. The assessment provides integration hooks with GitHub, CI/CD, and ticketing systems to automate escalation workflows and block changes that exceed your defined risk limits.

What is automated PR risk scoring and how does it work?

Automated PR risk scoring evaluates changes across security, operational, compliance, and business impact dimensions. It generates a structured score and actionable mitigation recommendations, helping teams guide secure changes and automate governance.

How do I integrate risk assessment reports with Jira or ServiceNow?

You can integrate risk assessment reports with Jira or ServiceNow using built-in integration hooks. These hooks connect with GitHub, CI/CD, and ticketing systems to deliver automated mitigation recommendations, escalation workflows, and governance reporting.

What's the best way to generate actionable mitigation guidance for code changes?

The best way to generate mitigation guidance is to run an automated multi-dimensional risk assessment on your pull requests. Providing PR details triggers a report that scores risks and delivers specific mitigation recommendations for secure changes.

Does automated risk evaluation work for configuration and dependency changes?

Yes, automated risk evaluation works for configuration and dependency changes. The assessment applies multi-dimensional risk scoring across security, operational, compliance, and business impact contexts to all changes within a pull request.