Plan and check the final production tasks for self-publishing nonfiction books, including copyediting, final review readers, proofreading, layout, cover files, print-on-demand, ISBNs, and launch-readiness sequencing.
SkillScore88Maintained
Automatic
◆Writing & Editing pack
Last verified 8/16/2026
What it changes
Passed 21 of 24 test cases with the skill, and 16 of 24 without it.
Without skill67%
With skill88%
Checks it passed that the model alone missed
The response notes that platform specifications change and require current verification.
The response flags platform technical specifications as requiring current vendor verification.
The response includes a distinct category of platform-specific checks that require current vendor verification.
and 3 more in the full report
5 fixed16 passed either way3 still failing0 broke
Pass-rate lift
+21 pp
Tokens
+7%
Agent turns
0%
Response time
-14%
Model gemini-3.6-flashMeasured 8/16/2026v121 of 24 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
My memoir manuscript is polished and structural changes are complete. I want to build a solid self-publishing execution plan covering layout, proofreading, cover design, and listing on platforms like KDP and IngramSpark. Please evaluate whether my manuscript is ready to transition to technical production, lay out a sequential roadmap for the work, distinguish DIY tasks from hired roles, list key retail platform requirements to double-check, and provide the final quality assurance gates I must pass.
What was checked, without and with the skill
Checked
Without skill
With skill
The task plan sequences proofreading prior to interior layout.
Passed
Passed
The response instructs the user to verify current platform requirements rather than relying solely on static technical specifications.
Missed
Passed
The response includes a distinct category of platform-specific checks that require current vendor verification.
Missed
Passed
case-01 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md67 linessingle file
Self-Publishing Production
Core Lens
Production begins after the manuscript's big-picture structure, promise, and reader value are mostly working. These tasks are predictable and solvable, but doing them too early wastes effort because beta feedback may still reshape the book.
Use this skill to plan or audit:
Copyediting.
Final review readers.
Proofreading.
Interior layout.
Cover file requirements.
Print-on-demand and retailer setup.
ISBN decisions.
Final PDF/page checks.
Reference Routing
Need
Read
Production concepts and sequencing
references/core/knowledge.md
Production rules and current-info caveats
references/core/rules.md
Example production plans and decisions
references/core/examples.md
Final checklist
references/core/checklist.md
Prepare production plan
workflows/prepare-production.md
Workflow
1. Confirm The Manuscript Is Ready For Production
Check that:
Beta readers have validated desire, effectiveness, and engagement.
Remaining issues are mostly polish, accuracy, layout, or packaging.
The author is not using production work to avoid structural revision.