skills.rest
RepairYourTech
RepairYourTechCOMMUNITY
Explore all skills by this author →
GitHub

pipeline-rubrics

Score pipeline specifications across Vision, Architecture, IA, BE, and FE layers.

6|1|Updated Feb 27, 2026
Search Tags:#quality assurance#documentation#specification#audit#pipeline#rubric
One-click install
npx skills add https://github.com/RepairYourTech/cfsa-antigravity --skill pipeline-rubrics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pipeline-rubrics
Source: https://github.com/RepairYourTech/cfsa-antigravity/tree/main/.agent/skills/pipeline-rubrics
Command: npx skills add https://github.com/RepairYourTech/cfsa-antigravity --skill pipeline-rubrics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides standardized scoring rubrics to rigorously audit and ensure the quality, completeness, and clarity of pipeline specifications across all five layers.

Core Features & Use Cases

  • Auditing Specs: Use rubrics to score Vision, Architecture, IA, BE, and FE specifications.
  • Self-Checks: Integrate rubrics into compilation workflows for automated validation.
  • Remediation: Employ rubrics for adversarial scoring during ambiguity resolution.
  • Use Case: Before merging a new Architecture specification, load the architecture-rubric.md to score its 15 dimensions, identifying any gaps or ambiguities that need to be addressed.

Quick Start

Use the pipeline-rubrics skill to audit the architecture specification for the new user authentication feature.

Frequently Asked Questions about pipeline-rubrics

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

FAQPage Schema
How do I audit pipeline specifications for completeness and quality?▼

You can audit pipeline specifications by applying standardized scoring rubrics across Vision, Architecture, IA, BE, and FE layers to identify gaps and remediate ambiguity.

What is the best way to score architecture specifications before merging?▼

The best way to score architecture specifications is loading the architecture rubric to evaluate 15 dimensions, rigorously identifying gaps or ambiguities requiring remediation before merging.

Can I integrate rubrics into compilation workflows for automated validation?▼

Yes, you can integrate rubrics into compilation workflows to perform automated self-checks and validate the completeness of pipeline specifications.

When do I need standardized rubrics for ambiguity gap remediation?▼

You need standardized rubrics for ambiguity gap remediation when performing adversarial scoring to resolve unclear pipeline specifications across all five architectural layers.

Does pipeline specification auditing work without external dependencies?▼

Yes, pipeline specification auditing works without external dependencies, utilizing reference components to score and validate documents across all five architectural layers.

Related Skills

Explore More Software Engineering Skills→
RepairYourTechRepairYourTech
6

spec-writing

Write complete specification documents across IA, BE, and FE layers.

Community
Advanced
elct9620elct9620
2

spec-quality

Evaluate specification quality using an 11-item rubric and balance checks.

Community
Advanced
farmountainfarmountain
1

Build Validator Agent

Validate software builds through automated testing, linting, and quality gates.

Community
Advanced
oxieoxie

clarification-phase

Generate structured clarification questions for specification documents with ambiguity markers.

Community
Basic