SEOmanual triggermarkdown-export Hardened

Programmatic SEO Page QA Loop

A quality loop for sites that publish many template-based pages but need each page to remain useful, distinct, and indexable.

Use loop copies the kickoff prompt. Copy Markdown and Download loop include the complete Markdown page with context, source attribution, anchors, and guardrails. Cursor / Claude Code buttons prepare the shorter kickoff prompt only.

Run shape

Supported agents

CursorClaude CodeCodex

Goal

Ensure template-generated pages provide distinct value and are safe to index.

Feedback gate

curl -sL $URL

Stop condition

Sampled generated pages have unique metadata, useful body content, and valid internal links.

Do not weaken, skip, delete, or rewrite the validation command to force success.

Do not claim completion until the stated exit condition is actually satisfied.

If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.

Required context

Give the agent these inputs before it starts the loop. This keeps discovery bounded and prevents vague retries.

Template fields.

Page URL list.

Minimum content requirements.

Required tools

The loop assumes these commands or integrations are available. Missing tools should be reported as blockers, not ignored.

page list

curl or crawler

sitemap

How to run

Two separate pieces: the kickoff prompt starts the loop, while the downloaded Markdown carries the complete reference page.

1. Copy or download

Use the kickoff for a fast agent run. Download the full Markdown when you need source, context, and attribution in one file.

2. Paste into the agent

Start a fresh agent session in the target repo and provide the requested project context if the loop asks for it.

3. Let it self-pace

The agent should act, check evidence, retry only when the gate fails, and stop at the stated exit condition.

manual triggerSEO Step flow

Manual start

Sample pages by template

Check uniqueness

Check internal links

Patch template/data

Feedback gate

Goal complete with evidence

not done → return to next actiondone → exit condition met

Action checklist

The diagram shows the order. This checklist keeps only the action, command, and failure handling needed during a real pass.

1. Sample pages by template

Pick examples from each generated page type.

2. Check uniqueness

Compare title, description, H1, intro, FAQ, and related links.

3. Check internal links

Verify links to related categories, agents, and details.

4. Patch template/data

Improve template or data fields and re-sample.

Kickoff prompt

This is the text copied by Use loop. It is intentionally shorter than the Markdown export.

Audit a sample of generated SEO pages for uniqueness, helpfulness, metadata, internal links, and schema. Fix template/data issues before publishing at scale.
Goal: Ensure template-generated pages provide distinct value and are safe to index.
Check command: curl -sL $URL
Exit condition: Sampled generated pages have unique metadata, useful body content, and valid internal links.
Max iterations: 5
Guardrails:
- Do not weaken, skip, delete, or rewrite the validation command to force success.
- Do not claim completion until the stated exit condition is actually satisfied.
- If blocked, report the blocker, evidence, and next safest action instead of gaming the metric.
- Do not create large numbers of thin pages solely to manipulate search ranking.

Quality

91/100

Safety

93/100

Expected output

QA report: duplicate titles, thin pages, missing links, and fix recommendations.

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Exit condition: Each target page has unique title, description, canonical, visible H1, and no accidental noindex.
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Exit condition: Priority pages are linked from relevant hub/detail pages with natural anchors.
Max iterations: 4
Guardrails:
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Exit condition: Sitemap contains important public URLs and excludes private/API/admin pages.
Max iterations: 3
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Ship PR Until Green

Implement a scoped change, open or update a pull request, inspect CI, and continue until all required PR checks pass.

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Kickoff preview

Take this branch to a green pull request. Implement the requested change, run local verification, open or update the PR, run `gh pr checks`, inspect failures, fix root causes, and repeat until every required check passes or you hit the iteration cap.
Goal: Open or update a pull request and stop only when all required PR checks are green.
Check command: gh pr checks
Exit condition: All required pull request checks are successful and the PR is ready for review or merge.
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- Do not disable required checks, edit loops to skip jobs, or remove tests to make CI green.
- Do not merge the PR unless the user explicitly asked for merge authority.

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