Individual skill
beta-reader
Use when you want beta reader feedback on your draft from three sharply different test readers, one who reads for pace, one who reads for depth, and one who hunts for plot holes and weak logic. Each reads your pages in order and reports where they would stop reading, what confused them, and what they loved, quoting your own lines. You also get a map of where attention drops and a short list of what to fix first, separating the problems all three readers agree on from matters of taste. Works on a chapter, a part, or a whole novel, memoir, or nonfiction book, in any language, and the report comes back in the language of your book. The readers are simulated, not real people, so use them to find what to fix before real readers see the book.
skills/beta-reader/SKILL.md
Source commit 475b71f30dfd1c838b1409e8780ab6d6c8067f21
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 159
- Repository last updated
- Nov 6, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- claude-code Repository topic
- open-source Repository topic
- writing-tools Repository topic
- ai-writing Repository topic
- openai-codex Repository topic
- book-writing Repository topic
- cli Repository topic
- creative-writing Repository topic
- epub Repository topic
- fiction-writing Repository topic
- testing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 9,743 bytesreferences/critic.mddoc · 4,387 bytesreferences/page-turner.mddoc · 3,912 bytesreferences/skeptic.mddoc · 4,156 bytes
Read excerpt
# Beta Reader
Three simulated readers with different tastes, habits, and tolerances read the draft in order and report honestly. The goal is diagnosis, not praise: where each reader would stop, what confuses them, what delights them, and what is missing.
Why three and not ten: one model playing many readers produces many versions of the same bias. Three readers with deep, conflicting instructions give more signal and less noise. When all three flag the same problem from their own angles, it is real. When only one does, it may be taste.
## The readers
| Reader | Reads for | Quits when | Brief |
|---|---|---|---|
| The Page-Turner | pace, feeling, momentum | patience runs out | `references/page-turner.md` |
| The Critic | depth, originality, precision | they stop trusting the author | `references/critic.md` |
| The Skeptic | logic, consistency, credibility | a hole breaks belief | `references/skeptic.md` |