polish

polish is a skill for Claude Code from MJbae/awesome-novel-studio. It costs 132 tokens per session (6,388 once invoked), scanned A, original, Apache-2.0.

A web-novel editing workflow that coordinates six specialist agents to diagnose, revise, and verify an episode. It can apply project-specific rules from a novel-config.md file.

In plain words
What is it for?
Use it to polish or lint an episode or project, run parallel checks, apply sequential revisions, and repeat the review when the result still needs changes.
Why use it?
It helps find and correct rule violations, story and logic problems, weak openings, mobile-reading issues, and character-presentation problems in one process.

Skill for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the awesome-novel-studio plugin — 10 skills, 18 agents shipped together

Good fit Use it to polish or lint an episode or project, run parallel checks, apply sequential revisions, and repeat the review when the result still needs changes.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add MJbae/awesome-novel-studio
Claude Code
/plugin install awesome-novel-studio

Made for: Claude Code.

Or install awesome-novel-studio, the plugin that ships this one along with the rest of its 10 skills, 18 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for polish

README.md
[![agentmods](https://agentmods.dev/badge/skills/mjbae/awesome-novel-studio/polish/github.svg)](https://agentmods.dev/skills/mjbae/awesome-novel-studio/polish)
Your own site
<a href="https://agentmods.dev/skills/mjbae/awesome-novel-studio/polish"><img src="https://agentmods.dev/badge/skills/mjbae/awesome-novel-studio/polish/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for polish

Your own site · 80×15
<a href="https://agentmods.dev/skills/mjbae/awesome-novel-studio/polish"><img src="https://agentmods.dev/badge/skills/mjbae/awesome-novel-studio/polish.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 132 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,388 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00132 $0.06388
Opus 5 $0.00066 $0.03194
Sonnet 5 $0.00026 $0.01278
Haiku 4.5 $0.00013 $0.00639

Measured 10d ago against content hash a97b742dda17, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

polish scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/polish/SKILL.md · 452 lines

How it starts

The opening of the file, as written. The whole thing — 452 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Polish — 웹소설 윤문 팀 오케스트레이터

6명의 전문 에이전트를 Fan-out/Fan-in 병렬 구조로 운용하여 에피소드를 순차적으로 12축(+ALIVE 4축, +프로젝트 커스텀 축) 정밀 윤문하는 자기 반복(self-loop) 스킬.

프로젝트 독립적: novel-config.md를 읽어 설정문서·가드레일·커스텀 축을 자동 적용한다. 다른 소설 프로젝트에서도 novel-config.md만 작성하면 동일하게 사용 가능.


팀 구성

Phase 1 (병렬 진단 — Agent 도구로 4개 동시 호출)
         ┌→ [rule-checker]       ── BANNED, VOICE, TITLE, SILENCE, TRANS ─┐
[에피소드] ├→ [story-analyst]       ── SCENE, LOGIC, UNIFORM (+커스텀)     ─┤
         ├→ [platform-optimizer]  ── HOOK, OPENING, MOBILE, SUMMARY       ─┼→ [진단 통합]
         └→ [alive-enhancer]      ── ALIVE-1~4 (메아리,침묵,긴장점,거리감) ─┘

Phase 2 (순차 교정)
[진단 통합] → [revision-executor] → [교정된 에피소드]

Phase 3 (순차 검증)
[교정된 에피소드] → [revision-reviewer] → PASS / REVISE → (REVISE시 Phase 2 재실행)
에이전트 역할 담당 축 Phase
rule-checker 규칙 위반 진단 BANNED, VOICE, TITLE, SILENCE, TRANS 1 (병렬)
story-analyst 서사·논리 분석 SCENE, LOGIC, UNIFORM (+커스텀 축) 1 (병렬)
platform-optimizer 플랫폼 최적화 HOOK, OPENING, MOBILE, SUMMARY 1 (병렬)
alive-enhancer 캐릭터 생동감 ALIVE-1~4 1 (병렬)
revision-executor 교정 실행 전체 통합 교정 2 (순차)
revision-reviewer 교정 검증 과교정·신규오류·가드레일 3 (순차)

실행 방법

/polish                      ← 기본 프로젝트의 다음 미완료 에피소드부터
/polish EP051                ← EP051부터 시작
/polish start                ← EP001부터 전체 시작
/polish {프로젝트명}          ← 특정 프로젝트 지정 (예: /polish 36억평)
/polish {프로젝트명} EP051    ← 특정 프로젝트 + 특정 에피소드

자기 반복 루프 (Self-Loop Protocol)

이 스킬의 핵심: 에피소드 하나를 완료한 뒤 스스로 다음 에피소드로 넘어간다. 외부 루프가 필요 없다. Claude 자체의 에이전틱 루프로 반복한다.

루프 구조

LOOP:
  1. fix_plan.md에서 다음 미완료 에피소드 결정
  2. 해당 에피소드에 대해 Phase 1→2→3 실행
  3. fix_plan.md 업데이트
  4. learnings.md 업데이트 (새 패턴 발견 시만)
  5. alive-tracker.md 업데이트 (alive-enhancer 보고서 기반)
  6. 전체 완료 확인
     - 미완료 있음 → LOOP 반복 (다음 에피소드)
     - 전체 완료 → "REVISION_COMPLETE" 출력하고 종료
       완료 시 안내: "설정문서를 변경할 예정이라면 `/rewrite` 실행 후 `/polish`를 다시 실행하세요."

반복 지속 규칙

  • 멈추지 않는다: 에피소드 하나를 끝내면 즉시 다음으로 진행한다.
  • 사용자 입력을 기다리지 않는다: 자동으로 계속한다.
  • 종료 조건: fix_plan.md의 모든 항목이 [x]일 때만 멈춘다.
  • 중단 시 재개: /polish를 다시 치면 마지막 미완료 에피소드부터 이어간다.

Read the full file on GitHub · 452 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 452 lines · 132 tokens per session scan A a97b742dda17

Subscribe to this mod's changes

polish is a skill published in the GitHub repository MJbae/awesome-novel-studio (147 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 132 tokens to every session and 6,388 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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