Genisoft WP SEO HarnessAutonomous WordPress Technical SEO for AI Coding Agents

The complete curriculum, governance framework, and verification engine for Claude Code, Codex, Antigravity, and Cursor.

🛡️ Regression Gates

Pre-commit gates that block accidental de-indexing, insecure canonicals and unescaped meta, plus a runtime guard for homepage noindex and self-redirect loops.

🧩 Connected Knowledge Graph

JSON-LD validated against Google's documented requirements, with every @id reference required to resolve inside the page's @graph.

🔄 Multi-Session Continuity

Each session reads and updates seo_tasks.json and progress.md, so the next one resumes where the last stopped, with the verification evidence on record.

⚡ Core Web Vitals Tasks

Backlog template for LCP preload and font-display work (task SEO-05), shipped through the same verification gates.

What is Genisoft WP SEO Harness?

The model is smart. The harness makes it reliable.

When large language models such as Claude, GPT/Codex or Gemini work on WordPress codebases, they run into three recurring problems:

Procedural Amnesia: Without persistent external state, agents lose context between sessions, re-do work, or overwrite existing optimizations.
Hook Collisions: WordPress filters (wp_robots, get_canonical_url, template_redirect) interact globally. An agent altering one filter without verification can de-index an entire website overnight.
Premature Victory: Unharnessed agents declare "Done!" without running automated proof.

Genisoft WP SEO Harness provides the instructions, state persistence, verification gates, scope boundaries, and runtime guards needed to make autonomous coding agents' WordPress SEO work verifiable before it reaches production.