Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Audit and revise practical nonfiction drafts for reader experience, value pacing, front-loaded insight, value-per-page, boredom, and beta-readiness. Use when editing, restructuring, shortening, or reviewing a book, guide, manual, course-like manuscript, or long-form educational draft so readers receive useful value quickly and keep reading.
.claude/skills/hashgraph-online-reader-experience-edit/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 1% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 29% | 0% |
| case-20 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-18 | ✓→✗ | ▼ Worse | -58% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 43% | 0% |
Treat reader experience as value received over time spent. Practical nonfiction does not keep readers engaged through suspense; it keeps them engaged by regularly delivering the outcome promised by the book.
Use this skill to diagnose and improve:
| Need | Read | |------|------| | Core concepts and terminology | references/core/knowledge.md | | Revision rules and decision criteria | references/core/rules.md | | Before/after patterns | references/core/examples.md | | Fast audit checklist | references/core/checklist.md | | Step-by-step manuscript audit | workflows/audit-manuscript.md |
Identify:
If the promise is unclear, use book-toc-lab before editing the manuscript.
Build a table:
textSection | Word count | Reader takeaway | Value type | Risk
Use it to find:
Look for ways to deliver the first useful result earlier:
Prefer deletion before addition.
Do not aim for perfect prose yet. Aim for a draft that is coherent enough for motivated readers to identify real problems.
Return:
Recommendations should be structural and specific. Prefer "move this section after X", "cut this setup", or "turn this theory into a worked example" over generic writing advice.
Other measured skills in the registry, with their headline benchmark lift.