anti-ai-writing-quality

name	anti-ai-writing-quality
description	Use when writing, rewriting, editing, auditing, or reviewing copy that must sound human, specific, direct, and free of generic AI tone. Applies to emails, website copy, landing pages, reports, proposals, prompts, client-facing writing, internal strategy notes, UI microcopy, social posts, and completion reports where clarity, credibility, rhythm, and voice quality matter.
activation	Activate when the description trigger applies to the current task.
required_inputs	Task request, relevant repository context, constraints, and authority dependencies.
required_outputs	Skill-specific artifact, verification evidence, canonical verdict, and next action.
authority_dependencies	00_start_here/SOURCE_OF_TRUTH.md; 10_governance/APIVR_EXECUTION_LIFECYCLE.md; 10_governance/source_of_truth/Elite_Build_Goals_v3.md.
evidence_requirements	Executed checks or an honest Unknown, Not Run, or Blocked state for every material claim.

Anti-AI Writing Quality

Use this skill for any writing where generic AI tone would weaken trust.

Do not ship writing that sounds like a brochure, generic assistant, corporate filler, SEO article, or polite helpdesk script unless the user explicitly requests that style.

APIVR Routing

• Phase 1 Audit: identify audience, purpose, evidence, tone risk, weak claims, filler, and AI tells.
• Phase 2 Plan: define the target voice, structure, proof standard, forbidden patterns, and output format.
• Phase 3 Implement: write or rewrite the cleanest useful version.
• Phase 4 Audit Implementation: scan for AI tells, unsupported claims, bad rhythm, over-formatting, vague language, and fake certainty.
• Phase 5 Verify Implementation: read it out loud, check that the ask or decision is clear, and confirm evidence states.
• Phase 6 Re-Audit: preserve the final voice standard for similar future work.

Core Standard

Every piece must be:

• clear;
• direct;
• specific;
• useful;
• natural when read out loud;
• honest about what is known, unknown or assumed.

Prefer plain language over polished filler. Prefer judgment over empty balance. Prefer concrete proof over vague uplift.

Default Voice

Write like a sharp, experienced human who has done the work before:

• calm;
• practical;
• specific;
• comfortable making a direct call;
• willing to say when something is weak, bloated, vague or unsupported.

Use contractions naturally. Do not add fake enthusiasm.

Banned Patterns

Avoid:

• fake-helpful openers like Sure!, Certainly!, Great question!, Let's dive in;
• throat-clearing like In today's world, When it comes to, It is important to note;
• canned endings like In conclusion, Overall, I hope this helps;
• hype like game-changer, revolutionary, unlock the power;
• self-posed drama like The problem?, The best part?;
• empty corporate language like value proposition, stakeholders, synergy, ;

Sure! Here is a comprehensive strategy designed to leverage multiple channels and unlock stronger outcomes. Shift budget to search and retargeting. The current plan is too broad for a lead goal.