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SKILL verified MIT Self-run

Literary Agent Panel

skill-felipelobomotta-blip-book-genesis-v4-literary-agent-panel · by felipelobomotta-blip

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.

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Install

$ agentstack add skill-felipelobomotta-blip-book-genesis-v4-literary-agent-panel

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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● 17d ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

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:

  1. Literary Agent: query hook, category clarity, comp fit, sellability, submission risk.
  2. Acquiring Editor: manuscript strength, list fit, editorial labor, positioning.
  3. Bookseller/Category Buyer: shelf fit, cover/copy expectations, reader promise.
  4. 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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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