Decide whether an authored piece is ready to represent its writer in public by testing recognition, legibility, integrity, and worth. Use before publishing a post, video, essay, or controversial idea; not for platform formatting or audience approval.
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93%
Does it follow best practices?
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Adds up to 20 points to the overall score
Passed
No findings from the security scan
Decide whether a piece is ready to share publicly. It should sound like the writer, communicate what they actually mean, hold up under fair scrutiny, and be worth the attention and exposure it may bring.
This pass does not try to make everyone agree or sand off the sharp edges. The question is whether people will disagree with the writer's real view, rather than with something the writing accidentally suggests.
Read the artifact in the form people will encounter it. For a video, consider the words, narration, visuals, title, cover, caption, and post copy. Keep the spoken claim separate from display-only material, and notice when packaging makes a stronger promise than the piece itself.
Does the writer recognize this as their own view?
Check the force of the claim, emotional posture, examples, uncertainty, and ending. Do not make the writer sound more neutral, certain, universal, or respectable than they are. A strong opinion can pass; a borrowed posture cannot.
Can a good-faith stranger understand what the writer means without filling in the gaps with a different claim?
Name the central point, what the piece is not claiming, and any ambiguity that would invite a predictable false reading. Add a qualification only when it makes the intended claim more precise—not just to preempt every objection.
Do the claim, examples, evidence, confidence, and qualifications fit together?
Check for unsupported facts, overgeneralization, selective examples, confused categories, and conclusions the piece has not earned. Separate disagreement from error. A controversial claim can pass when its scope and confidence are honest.
Is this worth the attention, exposure, and possible disagreement required to publish it?
Look for a live perception, concrete stake, useful distinction, or earned personal truth. Do not demand novelty for its own sake. A familiar idea can be worth sharing when it is expressed with unusual honesty or clarity.
Show the disagreement clearly:
Do not quietly soften the piece. If the remaining disagreement is a legitimate consequence of the writer's position, say so and leave it intact.
Return one outcome:
Name the decisive reason, the strongest remaining risk, and the smallest next move. If a wording change is needed, show it and wait for the writer to adopt it before editing authored prose.
Return a compact, actionable pass:
Do not confuse “people may disagree” with “the piece is unclear.” The goal is for criticism to land on what the writer actually chose to say.
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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.