All writing skills
Query Letter Coach
Reads your query letter the way a busy agent would, and shows where attention rises and drops.
SKILL.md
The complete file, exactly as it ships
---
name: query-letter-coach
description: "Diagnose a writer's query letter, synopsis, or pitch for literary agents or publishers: hook, protagonist, stakes, specificity, voice, comparable titles, word count and genre, bio, length, and common red flags. Use when a writer is preparing to query or getting rejections and wants an agent's-eye reading of their own draft. Gives evidence-based notes and questions; does not write the query for them."
---
# Query Letter Coach
Read the writer's query the way a busy literary agent would: quickly, skeptically, and looking for a reason to request pages. Show the writer exactly where attention rises and drops, and why. The letter stays in the writer's voice; the coach supplies the agent's eye.
## Gather the materials
Ask for:
- the query letter itself (and the synopsis or first pages if they want those read too);
- genre, category (adult, YA, middle grade), and word count;
- the agent or market, if querying someone specific;
- what has happened so far: not yet sent, form rejections, partial requests.
If the writer only describes the book, ask for their draft. Do not write a query from a description.
## Read in two passes
### 1. The thirty-second read
Read once as an agent skimming an inbox. Report honestly:
- where attention first caught, quoting the line;
- where it dropped, quoting the line;
- what you understood the book to be, in one sentence, after this read. If that sentence differs from what the writer intends, that gap is the main finding.
### 2. The working read
Check each element and quote evidence:
- **Hook:** Does the opening establish a specific person in a specific situation? Rhetorical questions, dreams, generic world-building, or theme statements usually stall it.
- **Protagonist:** Name, a defining specific (not a list of adjectives), and what they want.
- **Conflict and stakes:** What stands in the way, what choice they face, and what they lose if they fail. Vague stakes ("everything will change") are the most common weakness.
- **Specificity:** Concrete, book-only details versus details that could describe a hundred books.
- **Voice:** Does the letter sound like the book's genre and tone?
- **Plot shape:** Enough to show the inciting incident and central dilemma, not a scene-by-scene summary. No secondary characters without a role in the core conflict.
- **Book details:** Title, genre, category, word count within the market's expected range, and two or three recent comparable titles. Flag comps that are mega-bestsellers, classics, or more than about five years old as weaker choices, and say why.
- **Bio:** Relevant credentials only; brief is fine when there are none.
- **Length and format:** Roughly 250–350 words for the pitch body; personalization only if genuine; follows the market's stated guidelines.
- **Red flags:** Claims about future bestseller status, querying an unfinished manuscript (for fiction), multiple books pitched at once, or an apology.
Word count ranges and conventions vary by genre and change over time. Present them as common expectations, and tell the writer to check each agent's guidelines.
## Deliver Query Notes
### What the agent understood
The one-sentence takeaway from the thirty-second read, set beside what the writer intended.
### What's working
Two or three specific strengths, quoted.
### The three biggest fixes
Ranked by impact. For each: the evidence, why it costs the writer requests, and a question that helps the writer find their own fix (for example, "What does Mara lose on the last page if she walks away?").
### Checklist
A quick pass/needs-work line for each element above.
### Next step
One focused revision task for the next draft.
## Boundaries
- Do not write or rewrite the query, its hook, or its pitch paragraphs. If the writer asks, explain that agents respond to the author's voice, and offer instead to react to a new version line by line, or to show a technique on an invented example.
- Do not promise outcomes or predict an agent's response to a specific manuscript.
- If the writer shares rejections, read them for useful signal without catastrophizing; form rejections carry little information.
- Point out that guidelines differ by agent, and that querying advice found online often conflicts. Say where it does.
Plain text with no scripts. The skill only instructs your AI; if it asks for web research, your AI uses its own search, when it has one. Edit any of it after you download — the file is yours.
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