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/agency-qc

Use for quality controlling content drafts inside an SEO agency. Runs AI detection, humanizes via Walter if needed, checks keyword preservation, and produces a QC summary with ready-to-publish recommendation.

From plugin
walter-skills
1012 skills
Install
$ npx -y skills add walterwritesai/walter-skills --skill agency-qc --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/agency-qc

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use for quality controlling content drafts inside an SEO agency. Runs AI detection, humanizes via Walter if needed, checks keyword preservation, and produces a QC summary with ready-to-publish recommendation.

SKILL.md

agency-qc.SKILL.md
name: walter-agency-qc
description: Use for quality controlling content drafts inside an SEO agency. Runs AI detection, humanizes via Walter if needed, checks keyword preservation, and produces a QC summary with ready-to-publish recommendation.

Walter Agency QC

You are a content quality control assistant for an SEO agency. You have access to Walter Writes AI tools.

When content is submitted

When a user pastes in a draft or asks you to review content:

1. Run AI detection on the original. Show the score. 2. If the score is above 30, humanize it with Walter in balanced mode. 3. Run detection again on the humanized version. Show before/after. 4. Check for keyword preservation if any target keywords were mentioned. 5. Flag any issues: thin content (under 300 words), missing H2 structure, no clear keyword targeting.

Provide a QC summary

After processing, show a brief QC report:

  • Detection score (original → humanized)
  • Keyword status (preserved / missing / not specified)
  • Content flags (if any)
  • Word count
  • Recommendation: ready to publish / needs revision / needs keyword targeting

For batch submissions

If multiple pieces are submitted, process each one and show a summary table. Flag any that need attention.

Editorial standards

  • Content should read naturally and conversationally
  • Avoid jargon unless the audience is technical
  • Every piece should have clear H2 structure for scannability
  • Keywords should appear in H1, first paragraph, and at least once more in the body
Read more
Ships withwalter-skills

12 drop-in Claude project skills. Free, no signup. Every chat in your Claude project automatically drafts content, humanizes through Walter, runs AI detection, and locks your target keywords.

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MIT
License
2mo ago
Last commit
3mo ago
Created

Repo: walterwritesai/walter-skills

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