BlankVisuals© Validator 1.0.2

The problem

AI-generated agent frameworks often lack rigorous validation, leading to brittle orchestration and unverified execution paths. Developers struggle to prove that their agentic workflows meet specific structural, security, and contract requirements without manual inspection.

What it does

• Executes the FW-001 BlankVisuals Validator protocol for agentic and orchestration frameworks.
• Discovers and validates entrypoints, topologies, contracts, and state management artifacts.
• Enforces a "precise and verify" standard requiring file citations or command outputs for every pass.
• Generates a comprehensive validation canvas including framework metadata and an evidence index.
• Runs parallel checks across structural, security, and runtime domains to speed up verification.

Frameworks & tools

Built for AI agent repositories, MCP servers, and frameworks utilizing AGENTS.md, CLAUDE.md, or SKILL.md manifests.

Why this beats prompting it yourself

Manual prompting often results in "hallucinated passes" where the AI claims a rule is met without checking the code. This skill prevents vague findings by mandating evidence strings, timestamps, and structured metadata that are hard to replicate with generic chat instructions.

Use cases

• Verify framework conformance before deploying a new agent skill.
• Audit orchestration workflows for session resume and interrupt semantics.
• Generate evidence-backed validation reports for agentic repo PRs.
• Identify inconclusive rules in complex agent topologies that require human review.

Known limitations

Does not validate the ~/.cursor/skills-cursor/ directory as it is reserved. Rules marked INCONCLUSIVE require manual intervention when automated evidence cannot be gathered.