agent-grounding-reviewer

Analyze feature specs against codebase constraints and categorize grounding issues by severity.

1|Updated Apr 28, 2026
One-click install
npx skills add https://github.com/csackrider/AI-DLC --skill agent-grounding-reviewer-csackrider
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-grounding-reviewer
Source: https://github.com/csackrider/AI-DLC/tree/main/plugins/ai-dlc-skills/skills/agents/agent-grounding-reviewer
Command: npx skills add https://github.com/csackrider/AI-DLC --skill agent-grounding-reviewer-csackrider

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reviews feature specs against the project's technical reality, flagging contradictions, impossible claims, and overlaps with severity levels, to prevent misaligned designs.

Core Features & Use Cases

  • Flag grounding issues with clear severities (blocking or advisory) and actionable suggestions.
  • Compare specs to existing features and codebase constraints to catch feasibility gaps.
  • Use Case: A product spec draft is reviewed during planning to ensure it aligns with current architecture and roadmaps.

Quick Start

Review the provided feature spec draft and return a structured grounding review.

Frequently Asked Questions about agent-grounding-reviewer

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

FAQPage Schema
How do I review a feature spec for technical feasibility before development?

Analyzing feature specs for grounding issues involves comparing proposed designs against project context and codebase constraints. This process catches feasibility gaps, overlaps, and impossible claims early, outputting a structured review with blocking or advisory severities.

How do I check a feature spec for technical feasibility against existing architecture?

To conduct a spec review for technical feasibility, compare the feature design against project context and codebase constraints. This grounding process identifies feasibility gaps and overlaps, outputting a structured review with blocking or advisory severities to prevent misaligned designs.

What is grounding in software feature spec review?

Grounding in feature spec review is the process of validating a proposed design against the project's technical reality. It identifies contradictions, impossible claims, and overlaps by researching codebase constraints to ensure the spec is technically feasible.

When should I run a grounding assessment on my feature spec?

You should run a grounding assessment during the plan or design phase before development begins. Reviewing the feature spec draft early ensures it aligns with current architecture and roadmaps, catching technical feasibility gaps before they cause misaligned designs.

Does a grounding review categorize spec issues by severity?

Yes, a grounding review categorizes spec issues by severity, specifically using blocking and advisory levels. This severity categorization ensures development teams know which technical feasibility mismatches or contradictions must be resolved immediately versus those that are actionable suggestions.