ia-document-reviewv3.0.5

A large corporation uses the skill to review internal strategic documents like business plans, proposals, and specifications. The automated review identifies gaps, clarity issues, and scope creep, ensuring documents are ready for executive review or cross-team handoffs.

A tech startup integrates this skill into their workflow to review architecture decision records (ADRs) and feature specifications. It helps new engineers quickly improve document quality by spotting missing security implications and unstated assumptions.

A non-profit uses the skill to review grant applications and project proposals. The structured review ensures clarity, completeness, and YAGNI compliance, increasing the likelihood of approval by addressing missing constraints and simplifying verbose sections.

A research team uses the skill to review paper outlines and literature review drafts. The review checks for clear problem statements, logical flow, and unnecessary complexity, helping researchers refine their arguments before writing the full paper.

Offer the skill as a SaaS product where teams pay a monthly fee to integrate it into their document workflows. The service provides automated reviews, version history, and collaboration features.

Provide basic document review for free (limited lenses and no auto-fix) and charge for advanced features like adversarial lens, security checks, and integration with Jira or Confluence.

License the skill to large enterprises for use in CI/CD pipelines, automatically reviewing all spec and ADR documents before they proceed to implementation. Pricing based on number of reviews or workflows.