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Full content production pipeline from blank page to publish-ready piece: research, briefs, drafting, SEO, readability, and editorial gates.
Passed 19 of 23 test cases with the skill, and 8 of 23 without it.
and 13 more in the full report
11 fixed8 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Write an introduction for an article titled 'Optimizing PostgreSQL Query Performance'. The goal is to hook database administrators immediately. Do not use generic opening cliches like 'In today's fast-paced digital world'.
| Checked | Without skill | With skill |
|---|---|---|
| Contains no more than three sentences in the introduction. | Missed | Passed |
| States the exact problem faced by the reader in the opening sentence. | Missed | Passed |
The instructions your model reads when the skill loads.
The execution engine for content — taking topics from blank page to published, optimized, and distributed.
content production, blog writing, article drafting, content pipeline, editorial workflow, content operations, content calendar, content brief, SEO content, content optimization, readability, internal linking, meta tags, content repurposing, content at scale, editorial calendar, content quality, publishing workflow, long-form content, content management
Before producing the content, confirm these inputs. If any is unknown or vague, ASK — do not assume:
Stop rule: ask only the 2-3 that most change the output. If the user says "just draft it," proceed and list your assumptions at the top of the artifact.
test cases passed, vs 8 / 23 without
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