name: book-refine description: Incorporate feedback into book review policies, standards, and infrastructure user-invocable: true

Book Refine

Incorporate the user's feedback into the book review system. The feedback is in

$ARGUMENTS

and/or in the preceding conversation context. This skill modifies the book review infrastructure itself to make future reviews better.

You MUST use plan mode (EnterPlanMode) for this skill. Do all analysis and auditing first, present a plan for the user's approval, and only then execute.

Step 1: Read Everything

Read ALL of these files before doing anything else:

```
.claude/book-review/standards.md
```
— Master standards shared across all book reviewers
All files matching
```
.claude/book-review/*.md
```
— Per-focus review policies
```
.claude/skills/book-review/SKILL.md
```
— Book review orchestration
```
.claude/skills/book-refine/SKILL.md
```
— This file

Step 2: Understand the Feedback

The user's feedback could be anything. Common forms:

A specific rewrite: "I'd write it like: ..." — the user is showing you their preferred style by example. Extract the implicit rule.
A complaint about a review: "Stop flagging X" or "That's not actually wrong" — a policy is too aggressive or incorrect.
A gap: "You missed that..." or "You should also check for..." — a policy is missing coverage.
A new dimension: "I need reviews to also check for..." — need a new policy file entirely.
A process change: "Reviews should work differently..." — the skill orchestration needs modification.
A cross-cutting concern: something that doesn't fit neatly into one policy, or that requires reviewers to coordinate.

Step 3: Generalize

Don't just record the specific instance — extract the underlying principle. Examples:

User says	Generalized rule
"I'd write 'the prover constructs' not 'a prover constructs'"	Use definite articles for named protocol roles (the prover, the verifier)
"This section should have come before the definition"	Motivating examples and intuition should precede formal definitions
"The math reviewer missed that alpha was reused"	Check that notation is consistent with prior chapters, not just within the current one
"Stop complaining about sentence fragments in bullet points"	Sentence fragments are acceptable in bullet points when the meaning is clear from the list context
"Don't rewrap it like that, do it like this"	A formatting correction — the user is showing a preferred rewrapping pattern. Add a before/after example to `.claude/book-review/formatting-examples.md` under the appropriate category, and refine the rule in `formatting.md` if the correction reveals a gap.
"You should check that code examples actually match the current API"	(New review dimension: code accuracy. Create `.claude/book-review/code.md` )

If you're not sure how to generalize a specific correction into a principle, ask the user. Don't guess — a wrong generalization is worse than none.

Step 4: Audit the Entire Policy System

Before deciding where to put anything, review the full set of policies and standards as a whole. Look for:

Duplication: Does this rule (or something close to it) already exist somewhere? If so, strengthen or clarify the existing rule rather than adding a second one. If the same concept appears in multiple places, consolidate.
Contradictions: Does the new rule conflict with anything already in the policies? If so, resolve the conflict — ask the user if it's ambiguous which should win.
Consolidation opportunities: Has the policy system grown rules that are specific cases of a more general principle? If so, propose replacing them with the generalization.
Misplaced rules: Are any existing rules in the wrong file? A rule in
```
grammar.md
```
that's really about document structure belongs in
```
structure.md
```
. Flag and propose moves.
Scope creep: Is a policy file accumulating rules outside its stated scope? If so, propose splitting or redistributing.
Staleness: Do any existing rules seem outdated given the user's latest feedback? The user's new feedback might implicitly supersede an older rule.

Include any findings from this audit in your plan, even if they go beyond the user's immediate feedback. The goal is to keep the policy system coherent as it grows.

Step 5: Plan the Changes

Enter plan mode (EnterPlanMode). Your plan should include:

The generalized principle(s) extracted from the feedback.
Where each change goes and why:
- General writing standard (all reviewers) →
```
.claude/book-review/standards.md
```
- Focus-specific rule (one reviewer) → the appropriate
```
.claude/book-review/*.md
```
- New review dimension → new
```
.claude/book-review/{name}.md
```
- Process/orchestration change → appropriate
```
.claude/skills/book-*/SKILL.md
```
- Learning process change → this file
Audit findings — any duplication, contradictions, consolidation opportunities, or misplaced rules discovered in Step 4, with proposed fixes.
The specific edits you intend to make, quoted clearly enough for the user to approve or reject each one.

When in doubt between general and specific placement, prefer the more specific location. A rule can always be promoted to

.claude/book-review/standards.md

later if it turns out to be universal.

Wait for user approval before proceeding.

Step 6: Execute

After the user approves the plan:

Edit the target file(s). Add new rules in the appropriate section.
For
```
.claude/book-review/standards.md
```
, add to the appropriate existing section or create a new section if none fits.
If creating a new policy file, follow the same structure as existing ones (Scope, then themed sections).
Execute any consolidation, deduplication, or moves identified in the audit.

Step 7: Report

Tell the user:

What principle(s) you extracted — each generalized rule, stated clearly
Where you put each one — which file and section
The exact new text — quote what you added or changed
Audit actions taken — any deduplication, consolidation, or moves beyond the immediate feedback

name: book-refine description: Incorporate feedback into book review policies, standards, and infrastructure user-invocable: true

Book Refine

Incorporate the user's feedback into the book review system. The feedback is in

$ARGUMENTS

and/or in the preceding conversation context. This skill modifies the book review infrastructure itself to make future reviews better.

You MUST use plan mode (EnterPlanMode) for this skill. Do all analysis and auditing first, present a plan for the user's approval, and only then execute.

Step 1: Read Everything

Read ALL of these files before doing anything else:

```
.claude/book-review/standards.md
```
— Master standards shared across all book reviewers
All files matching
```
.claude/book-review/*.md
```
— Per-focus review policies
```
.claude/skills/book-review/SKILL.md
```
— Book review orchestration
```
.claude/skills/book-refine/SKILL.md
```
— This file

Step 2: Understand the Feedback

The user's feedback could be anything. Common forms:

A specific rewrite: "I'd write it like: ..." — the user is showing you their preferred style by example. Extract the implicit rule.
A complaint about a review: "Stop flagging X" or "That's not actually wrong" — a policy is too aggressive or incorrect.
A gap: "You missed that..." or "You should also check for..." — a policy is missing coverage.
A new dimension: "I need reviews to also check for..." — need a new policy file entirely.
A process change: "Reviews should work differently..." — the skill orchestration needs modification.
A cross-cutting concern: something that doesn't fit neatly into one policy, or that requires reviewers to coordinate.

Step 3: Generalize

Don't just record the specific instance — extract the underlying principle. Examples:

User says	Generalized rule
"I'd write 'the prover constructs' not 'a prover constructs'"	Use definite articles for named protocol roles (the prover, the verifier)
"This section should have come before the definition"	Motivating examples and intuition should precede formal definitions
"The math reviewer missed that alpha was reused"	Check that notation is consistent with prior chapters, not just within the current one
"Stop complaining about sentence fragments in bullet points"	Sentence fragments are acceptable in bullet points when the meaning is clear from the list context
"Don't rewrap it like that, do it like this"	A formatting correction — the user is showing a preferred rewrapping pattern. Add a before/after example to `.claude/book-review/formatting-examples.md` under the appropriate category, and refine the rule in `formatting.md` if the correction reveals a gap.
"You should check that code examples actually match the current API"	(New review dimension: code accuracy. Create `.claude/book-review/code.md` )

If you're not sure how to generalize a specific correction into a principle, ask the user. Don't guess — a wrong generalization is worse than none.

Step 4: Audit the Entire Policy System

Before deciding where to put anything, review the full set of policies and standards as a whole. Look for:

Duplication: Does this rule (or something close to it) already exist somewhere? If so, strengthen or clarify the existing rule rather than adding a second one. If the same concept appears in multiple places, consolidate.
Contradictions: Does the new rule conflict with anything already in the policies? If so, resolve the conflict — ask the user if it's ambiguous which should win.
Consolidation opportunities: Has the policy system grown rules that are specific cases of a more general principle? If so, propose replacing them with the generalization.
Misplaced rules: Are any existing rules in the wrong file? A rule in
```
grammar.md
```
that's really about document structure belongs in
```
structure.md
```
. Flag and propose moves.
Scope creep: Is a policy file accumulating rules outside its stated scope? If so, propose splitting or redistributing.
Staleness: Do any existing rules seem outdated given the user's latest feedback? The user's new feedback might implicitly supersede an older rule.

Include any findings from this audit in your plan, even if they go beyond the user's immediate feedback. The goal is to keep the policy system coherent as it grows.

Step 5: Plan the Changes

Enter plan mode (EnterPlanMode). Your plan should include:

The generalized principle(s) extracted from the feedback.
Where each change goes and why:
- General writing standard (all reviewers) →
```
.claude/book-review/standards.md
```
- Focus-specific rule (one reviewer) → the appropriate
```
.claude/book-review/*.md
```
- New review dimension → new
```
.claude/book-review/{name}.md
```
- Process/orchestration change → appropriate
```
.claude/skills/book-*/SKILL.md
```
- Learning process change → this file
Audit findings — any duplication, contradictions, consolidation opportunities, or misplaced rules discovered in Step 4, with proposed fixes.
The specific edits you intend to make, quoted clearly enough for the user to approve or reject each one.

When in doubt between general and specific placement, prefer the more specific location. A rule can always be promoted to

.claude/book-review/standards.md

later if it turns out to be universal.

Wait for user approval before proceeding.

Step 6: Execute

After the user approves the plan:

Edit the target file(s). Add new rules in the appropriate section.
For
```
.claude/book-review/standards.md
```
, add to the appropriate existing section or create a new section if none fits.
If creating a new policy file, follow the same structure as existing ones (Scope, then themed sections).
Execute any consolidation, deduplication, or moves identified in the audit.

Step 7: Report

Tell the user:

What principle(s) you extracted — each generalized rule, stated clearly
Where you put each one — which file and section
The exact new text — quote what you added or changed
Audit actions taken — any deduplication, consolidation, or moves beyond the immediate feedback

book-refine

name: book-refine description: Incorporate feedback into book review policies, standards, and infrastructure user-invocable: true

Book Refine

Step 1: Read Everything

Step 2: Understand the Feedback

Step 3: Generalize

Step 4: Audit the Entire Policy System

Step 5: Plan the Changes

Step 6: Execute

Step 7: Report

Related Skills

Markdown Converter

Nano Banana Pro

1password

name: book-refine description: Incorporate feedback into book review policies, standards, and infrastructure user-invocable: true

Book Refine

Step 1: Read Everything

Step 2: Understand the Feedback

Step 3: Generalize

Step 4: Audit the Entire Policy System

Step 5: Plan the Changes

Step 6: Execute

Step 7: Report