A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once. Use this skill for 'publish my e-book,' 'edit my manuscript,' 'create a book cover,' 'e-book metadata,' 'book proofreading,' 'self-publishing preparation,' 'e-book distribution,' 'manuscript review,' 'ebook production,' and all other aspects of e-book publishing. Also supports cover creation or metadata setup when an existing manuscript is provided. Note: actual EPUB/PDF file conversion, bookstore account registration, print ordering, and marketing execution are outside the scope of this skill.

revfactory586

大语言模型与 AI

Debate Simulator — Debate Simulation Full Pipeline

A debate simulation full pipeline. An agent team collaborates to perform topic analysis, pro argument construction, con argument construction, cross-examination, judge evaluation, and comprehensive report writing. Use this skill for requests like 'run a debate simulation', 'build pro and con arguments', 'debate', 'debate preparation', 'argument analysis', 'pro vs con', 'debate topic analysis', 'cross-examination practice', 'debate competition prep', and other debate-related needs. Existing arguments or debate materials can augment the relevant phase. However, live voice debate facilitation and audience voting system operation are outside the scope of this skill.

revfactory586

技术文档

Public Speaking

퍼블릭스피킹 종합 준비를 에이전트 팀이 협업하여 연설문→발표대본→토론준비서→Q&A예상답변→리허설가이드까지 한 번에 생성하는 풀 파이프라인. '연설문 써줘', '발표 준비해줘', '프레젠테이션 대본', '토론 준비', '스피치 작성', '기조연설', '투자 피치', '발표 연습 가이드', 'Q&A 준비', '면접 발표 준비' 등 퍼블릭스피킹 준비 전반에 이 스킬을 사용한다. 기존 발표 자료가 있으면 토론준비·Q&A·리허설 가이드를 지원한다. 단, 실제 슬라이드 디자인(PowerPoint/Keynote 파일 생성), 영상 촬영/편집, 실시간 발표 코칭은 이 스킬의 범위가 아니다.

revfactory586

文档

Book Publishing

전자책 출판의 원고 편집, 교정교열, 표지 디자인, 메타데이터 설정, 배포 준비를 에이전트 팀이 협업하여 한 번에 수행하는 풀 프로덕션 파이프라인. '전자책 출판해줘', '원고 편집해줘', '책 표지 만들어줘', '전자책 메타데이터', '도서 교정교열', '자가출판 준비', '전자책 배포', '원고 검토', 'ebook 제작' 등 전자책 출판 전반에 이 스킬을 사용한다. 기존 원고가 있는 경우에도 표지 제작이나 메타데이터 설정을 지원한다. 단, 실제 EPUB/PDF 파일 변환, 서점 계정 등록, 인쇄 발주, 마케팅 집행은 이 스킬의 범위가 아니다.

revfactory586

销售与营销

Public Speaking — comprehensive pipeline

comprehensive preparation agent team to speechdocument→presentationversus→debatepreparationfrom→Q&Aexpectedanswer→rehearsalguideto Korean creation Full pipeline. 'speechdocument ', 'presentation preparationplease do', 'presentation versus', 'debate preparation', 'value writing', 'basisspeech', 'investment value', 'presentation annual guide', 'Q&A preparation', 'interview presentation preparation' etc. preparation before skill usage. existing presentation material debatepreparation·Q&A·rehearsal guide degreeKRW. However, actual specialistperson(PowerPoint/Keynote file creation), /, actualtime presentation is outside this skill's scope.

revfactory586

销售与营销

Book Metadata Seo

메타데이터관리자(metadata-manager)가 사용하는 전자책 메타데이터 SEO 전문 스킬. BISAC/KDC 분류, 키워드 최적화, 서점별 설명문 전략, 가격 심리학, 배포 플랫폼별 설정을 제공한다. '메타데이터', '도서 분류', '키워드', '전자책 배포' 등에 활용한다.

revfactory586

销售与营销

Audience Engagement

청중 참여 전략 라이브러리. audience-analyst와 rehearsal-coach 에이전트가 청중 분석과 발표 준비를 할 때 참조. '청중 분석', '발표 긴장', '무대 연출' 요청 시 사용. 단, 슬라이드 디자인이나 영상 편집은 범위 밖.

revfactory586

学术

Humanizer

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

sundial-org576

内容创作

X Article Editor

TL;DR: Turn a topic or draft into a high-engagement X Article. STEP 1 final copy/paste article. STEP 2 scored review (/80) using an 8-step framework.

sundial-org576

技术文档

Writing Style

Writing style guide for prose content - program descriptions, technique pages, blog posts, and any user-facing text. Use when writing or editing descriptive content.

astashov558

文档

Docs Review

Review and improve English in documentation files for brevity and clarity. Use when asked to review docs, improve documentation writing, or edit prose for clarity.

uhop550

学术

Manuscript Writing Review — Scientific Clarity and Precision

Use this skill when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript. Triggers include: "review my writing," "check my manuscript," "improve clarity," "clean up the prose," "edit for journal submission," "writing review," or any request to evaluate sentence-level quality, eliminate clutter, fix passive voice, or enforce keyword consistency in a research paper draft. Also triggers when asked to prepare a manuscript for submission to a specific journal. Do NOT use for content/technical review of methods or results, statistical analysis, or citation formatting.

labarba547

架构模式

Seedance Prompt Short

Build, validate, and compress Seedance 2.0 prompts to a hard 2000-character limit using the Five-Layer Stack, @Tag delegation, and the new Compression Engine. Use when constructing or debugging any T2V, I2V, V2V, or R2V prompt for the short-form workflow.

Emily2040520

代码质量

Seedance Antislop

Detect and remove hollow AI filler language, empty superlatives, and vague boosters that degrade Seedance 2.0 prompt quality. Use when a prompt feels generic, over-written, or 'AI-sounding', or when generation output looks bland and needs a quality pass.

Emily2040520

代码质量

Refine Section

章节级精修技能。用于对单个章节做逻辑、表达、结构、紧凑度的 refinement。

QJHWC505

销售与营销

Copy Editing

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.

aitytech457

知识库

Editorial Guide

Editorial standards, page conventions, citation system, and talk page structure for whoami.wiki. Use when writing, reviewing, or editing wiki pages.

whoami-wiki434

代码质量

Docs Review

Review documentation for Sentry style and voice. Use when reviewing or writing user-facing documentation to ensure it follows the Sentry documentation style guide.

getsentry429

技术文档

Documentation Generation Doc Generate

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.

Dokhacgiakhoa422

技术文档

Doc Coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Dokhacgiakhoa422

销售与营销

Copy Editing

Dokhacgiakhoa422

代码质量

Writer Self-loop (fix only what fails)

Writing self-loop for surveys: run the strict section-quality gate, then rewrite only the failing `sections/*.md` files until the report is PASS. **Trigger**: writer self-loop, writing loop, quality gate loop, rewrite failing sections, 自循环, 反复改到 PASS. **Use when**: per-section files exist but C5 is FAIL/BLOCKED (thin sections, missing leads/front matter, citation-scope violations, generator voice). **Skip if**: you are still pre-C2 (NO PROSE), or evidence packs are incomplete (fix C3/C4 first). **Network**: none. **Guardrail**: do not invent facts; only use citation keys present in `citations/ref.bib`; keep citations in-scope per `outline/evidence_bindings.jsonl`; do not add/remove citation keys during rewrites.

WILLOSCAR410

学术

Draft Polisher (Audit-style editing)

Audit-style editing pass for `output/DRAFT.md`: remove template boilerplate, improve coherence, and enforce citation anchoring. **Trigger**: polish draft, de-template, coherence pass, remove boilerplate, 润色, 去套话, 去重复, 统一术语. **Use when**: a first-pass draft exists but reads like scaffolding (repetition/ellipsis/template phrases) or needs a coherence pass before global review/LaTeX. **Skip if**: the draft already reads human-grade and passes quality gates; or prose is not approved in `DECISIONS.md`. **Network**: none. **Guardrail**: do not add/remove/invent citation keys; do not move citations across subsections; do not change claims beyond what existing citations support.

WILLOSCAR410

Git 工作流

Idea Shortlist Curator

Converge the screened direction pool into a small, discussion-ready shortlist, writing `output/trace/IDEA_SHORTLIST.md`. **Trigger**: idea shortlist, shortlist directions, brainstorm shortlist, 方向 shortlist. **Use when**: you already have a direction pool and screening table and want the strongest 3-5 directions for the final memo. **Skip if**: you need more direction generation first. **Network**: none. **Guardrail**: no invented papers; keep the shortlist discussion-ready rather than execution-spec heavy.

WILLOSCAR410

学术

Argument Self-loop (write -> self-check -> ledger -> revise)

Argument self-loop: maintain an argument ledger + premise consistency report for drafted sections. **Trigger**: argument self-loop, argument chain, premise consistency, section self-check, paragraph contract, 论证自循环, 论证链路, 前提一致性, 段落论证动作. **Use when**: you are in C5 (PROSE allowed), `sections/*.md` exist, and you want to prevent “smooth but hollow” writing by enforcing argument moves + premise hygiene before merge. **Skip if**: you are pre-C2 (NO PROSE), or evidence packs are scaffolded/thin (route upstream to `evidence-selfloop` first). **Network**: none. **Guardrail**: do not invent facts; do not add/remove/move citation keys; do not move citations across subsections; the argument ledger is an intermediate artifact and must never be inserted into the paper.

WILLOSCAR410

机器学习

Thesis Markdown Aligner

在 Markdown 中间层统一毕业论文的主线、术语、符号、指标、图表口径与章节边界，让整篇论文先在中间层收敛成“一篇论文”。 **Trigger**: markdown 对齐, thesis markdown align, 术语统一, 符号统一, 指标统一, 章节归并. **Use when**: 各章已经初步重构，但整篇论文仍有术语漂移、指标口径不一致、章节边界混乱或像多篇 paper 拼接。 **Skip if**: 章节角色还没定，或当前只是在局部修一章。 **Network**: none. **Guardrail**: 不在这里回写 tex；先收敛中间层，再进入交付层。

WILLOSCAR410

文档

Transition Weaver (LLM-first; NO NEW FACTS)

Generate lightweight section/subsection transitions (NO NEW FACTS) to prevent “island” subsections; outputs a transition map that merging/writing can weave in. **Trigger**: transition weaver, weave transitions, coherence, 过渡句, 承接句, 章节连贯性. **Use when**: `outline/subsection_briefs.jsonl` exists and you want coherent flow before/after drafting (typically Stage C5). **Skip if**: `outline/transitions.md` exists and is refined (no placeholders). **Network**: none. **Guardrail**: do not add new factual claims or citations; transitions may only refer to titles/RQs/bridge terms already present in briefs.

WILLOSCAR410

学术

Thesis Style Polisher

对中文毕业论文做最终润色与去 AI 味：重点处理章首导言、章末小结、贡献描述、总结与展望中的模板腔、宣传腔与 AI 口癖。 **Trigger**: 论文润色, thesis style polish, 去 AI 味, 中文论文风格统一, 章首导言润色, 总结展望润色. **Use when**: 结构、证据、数据和编译已经基本稳定，需要做最后一轮中文学位论文风格收口。 **Skip if**: 正文结构还在大改，或关键引用 / 数字 / 图表还没稳定。 **Network**: none. **Guardrail**: 不用润色掩盖结构问题；不引入新事实；先去模板腔，再做措辞提升。

WILLOSCAR410

大语言模型与 AI

Idea Brief

Lock an ideation run into a single-source-of-truth brainstorm brief (`output/trace/IDEA_BRIEF.md`) and a replayable multi-query plan (`queries.md`). **Trigger**: idea brief, ideation brief, research ideas, brainstorm, 找 idea, 选题, 点子, 找方向. **Use when**: the user wants research ideas and their input is long / multi-turn; you need to clarify topic + constraints before retrieval. **Skip if**: the goal is to write a survey draft directly (use `arxiv-survey*` pipelines instead). **Network**: none. **Guardrail**: do not invent papers/citations; do not start retrieval here; keep the brief structured (no long prose).

WILLOSCAR410

数据工程

Table Filler (index tables, evidence-first)

Fill `outline/tables_index.md` from `outline/table_schema.md` + evidence packs (NO PROSE in cells; citation-backed rows). **Trigger**: table filler, fill tables, evidence-first tables, index tables, 表格填充, 索引表. **Use when**: table schema exists and evidence packs are ready; you want a compact, citation-backed index table to support later writing and Appendix table curation. **Skip if**: `outline/tables_index.md` already exists and is refined (>=2 tables; citations in rows; no placeholders). **Network**: none. **Guardrail**: do not invent facts; every row must include citations; do not write paragraph cells.

WILLOSCAR410

编辑 | Skills Pool