| name | literary-agent-panel |
| description | Use when a manuscript, book concept, opening pages, synopsis, query package, or Book Genesis project needs simulated literary agent, acquiring editor, bookseller, and target-reader review for market viability and publication readiness. |
Literary Agent Panel
This skill stress-tests a book from the market side. It does not write chapters. It decides whether a real agent, editor, bookseller, or target reader would keep reading, ask for pages, buy, recommend, or reject.
Use after:
- book idea/concept exists
- market research exists or is being questioned
- first 10 pages need commercial review
- full draft needs submission readiness review
- editorial package needs agent/editor feedback
- Book Genesis reaches audit, final score, or delivery
Panel Roles
Run 4 voices, with separate verdicts:
- Literary Agent: query hook, category clarity, comp fit, sellability, submission risk.
- Acquiring Editor: manuscript strength, list fit, editorial labor, positioning.
- Bookseller/Category Buyer: shelf fit, cover/copy expectations, reader promise.
- Target Reader: opening pull, emotional promise, readability, recommendability.
Review Inputs
Read only available materials:
PROJECT_STATE.yaml
research/market-research.md
foundation/positioning.md
- opening pages or chapter files
- synopsis/query/cover copy
evaluations/genesis-score.md
If a required market artifact is missing, flag it as a blocker instead of inventing confidence.
Verdict Scale
Use one verdict per panel role:
PASS: would continue, request, acquire, stock, or recommend.
FLAG: viable but needs specific fixes.
BLOCK: would reject or abandon for commercial/product reasons.
Overall verdict is the weakest role verdict. One BLOCK means not market-ready.
Evaluation Criteria
Score 1-10 with short evidence:
- Category clarity
- Reader promise
- Opening-page pull
- Voice distinctiveness
- Comp-title fit
- Commercial pacing
- Emotional stakes
- Shelf/thumbnail fit
- Submission package strength
- Launch/platform leverage
Output Format
Write to evaluations/agent-panel.md when inside a project.
# Literary Agent Panel
## Overall Verdict
[PASS/FLAG/BLOCK] - [one sentence why]
## Panel Verdicts
| Role | Verdict | Reason |
|---|---|---|
| Literary Agent | ... | ... |
| Acquiring Editor | ... | ... |
| Bookseller/Buyer | ... | ... |
| Target Reader | ... | ... |
## Scores
| Criterion | Score | Evidence |
|---|---:|---|
| Category clarity | ... | ... |
| Reader promise | ... | ... |
| Opening-page pull | ... | ... |
| Voice distinctiveness | ... | ... |
| Comp-title fit | ... | ... |
| Commercial pacing | ... | ... |
| Emotional stakes | ... | ... |
| Shelf/thumbnail fit | ... | ... |
| Submission package strength | ... | ... |
| Launch/platform leverage | ... | ... |
## Top Rejection Risks
1. ...
2. ...
3. ...
## Fix Before Submission
1. ...
2. ...
3. ...
## Best Market Angle
[Specific positioning angle]
## Query/Package Notes
[What to change in logline, synopsis, comps, cover brief, or author bio]
Rules
- Be candid. Do not flatter weak work.
- Use current-market logic. If comp titles are old, flag.
- Never promise bestseller status.
- Separate taste objections from commercial blockers.
- For Portuguese projects, evaluate Brazilian/Portuguese-language market fit unless user asks global/US.