deliverable-review

Validate AIKnowSys deliverables against framework documentation using Context7 MCP.

2|Updated Jan 23, 2026
One-click install
npx skills add https://github.com/arpa73/AIKnowSys --skill deliverable-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deliverable-review
Source: https://github.com/arpa73/AIKnowSys/tree/main/.github/skills/deliverable-review
Command: npx skills add https://github.com/arpa73/AIKnowSys --skill deliverable-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The deliverable-review skill validates AIKnowSys deliverables against current framework documentation using Context7 MCP, ensuring consistency across skills, stack templates, and documentation. It enables periodic quality reviews, pre-release validation, and alignment with major framework versions.

Core Features & Use Cases

  • Context7 MCP-based validation of deliverables against latest framework docs.
  • Monthly quality reviews, pre-release validation, or major framework version checks.
  • Automated checks of skills, stack templates, and documentation to identify outdated patterns and gaps.
  • Generates actionable findings and change recommendations for maintainers.

Quick Start

  • Ensure Context7 MCP is configured in the user's environment (Claude Desktop or Cursor).
  • Run the deliverable-review workflow against directories: .github/skills/, templates/stacks/, and docs.
  • Review Context7 findings and implement recommended updates before release cycles.

Frequently Asked Questions about deliverable-review

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

FAQPage Schema
How do I validate project deliverables against current framework documentation?

You can validate deliverables against current framework documentation by using Context7 MCP to compare SKILL.md frontmatter and project docs against the latest framework standards, identifying outdated patterns and gaps in skills, stack templates, and documentation.

When do I need to run a deliverable review for framework updates?

A deliverable review is needed during monthly quality review cycles, before pre-release validation, and when updating to major framework versions to ensure skills, stack templates, and documentation maintain alignment with current standards.

How do I check if my skills and stack templates are aligned with the latest framework version?

To check alignment, run the review workflow against directories like .github/skills/ and templates/stacks/ to read SKILL.md frontmatter and project docs, comparing them against Context7 MCP results to generate actionable findings and change recommendations.

Do I need Context7 MCP configured to validate AIKnowSys deliverables?

Yes, you need Context7 MCP configured in your environment, such as Claude Desktop or Cursor, because the validation process relies on it to fetch and compare current framework documentation against your local project deliverables.

What is the best way to automate pre-release validation of documentation and skills?

The best way to automate pre-release validation is running a workflow that reads local project docs and SKILL.md frontmatter, using Context7 MCP to cross-reference current framework standards and output actionable change recommendations for maintainers.

Why does my deliverable review workflow fail to read stack templates?

A deliverable review workflow fails to read stack templates if the required directories templates/stacks/ and .github/skills/ are not accessible, or if Context7 MCP is not properly configured in your Claude Desktop or Cursor environment.