Content
2.5.22
严肃长文流水线（学术论文/商业评论/行业分析/公众号深度长文）——多 Agent 子代理编排。三角验证（文献/数据/案例）+ M 门（LLM 结构化判定）+ F 失败模式防御 + 数据信任 3 档 + 修订回环 ≤2 轮。使用前需 Phase 0 同意关卡。<2000 字建议直接用主控 LLM。
Content
session-to-post
Converts a Claude Code session into a blog post, case study, or Reddit post
Documentation
doc-generator
Generates or remediates documentation with human-quality writing
Content
tech-tutorial
Plans, drafts, and refines technical tutorials for developers
Productivity
job-application-answers
Drafts personalized, human-sounding answers to job application screening questions ("Why this role?", "Most proud project?", "Tell us about a time you...", etc.). Use this whenever…
Productivity
anti-defensive-writing
Reduce defensive writing in drafts and revisions by removing unnecessary caveats, disclaimers, hedges, apology-like framing, negative self-limiting statements, and over-explanation…
Research
lit-review-writer
Interactive workflow for systematic literature review and synthesis writing. Use when the user wants to survey a research topic, write a literature review, conduct a systematic rev…
Content
paper-writing
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → figure-spec/paper-illustration/mermaid-diagram → paper-write → paper-compile → auto-paper-improvem…
Content
novelops-skill
Novel-production operating system skill for long-form fiction, web novels, serials, fanfiction, and side stories. Use when designing or running a structured writing pipeline with p…
Documentation
latex-thesis-es
Asistente de tesis de grado/maestría/doctorado en LaTeX en español, orientado a proyectos existentes con archivos .tex y plantillas universitarias. Sirve para diagnóstico de compil…
Content
bookwright
Bootstrap and run a long-form editorial writing project (book, monograph, essay, serialized work) using a seven-phase pipeline. Use when the user asks to start a new writing projec…
Content
authentext
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 "Signs of AI writing" guide…
Content
stylometria
Analyzes an author or brand voice from a provided corpus (YT transcripts, social posts, blog articles, ebooks, podcasts). Delivers a statistical report (n-grams, TTR, sentence leng…
Content
korean-writing
Transforms Korean text into polished prose via a five-stage workflow: purpose definition, structure design, drafting, rewriting, and final output. Handles columns, documents, and l…
Content
redigir-peca
Plans and drafts any legal filing (complaint, answer, reply, appeal, counter-arguments, opinion, contract, notice, closing brief) from a case summary, diagnosis, and legal basis; f…
Content
case-study-writer
Turn finished projects into case studies that prove thinking over output: self-interview to surface the story, isolate 2-3 pivotal decisions, write 300-600 words in active voice wi…
Research
cjc-writing-style
Prepares Chinese research papers for submission to the Chinese Journal of Computers, covering structured abstracts, keyword selection, classification codes, title formatting, argum…
Content
scrittura-italiana
Humanizes Italian prose to sound natural and human: applies rhetorical devices, varied sentence rhythm, and idiomatic phrasing while ensuring grammatical accuracy, clarity, and per…
Content
rice-thesis-writing
Provides structured assistance for drafting, reorganizing, and formatting master's or doctoral thesis sections in rice genetics, crop breeding, mutagenesis, and related bioinformat…
Content
blog-writing-zh
Writes or rewrites Traditional Chinese (Taiwan) blog posts in a studied human voice. Composes from topics or rewrites Obsidian notes, translations, or drafts using selectable lengt…
Content
wechat-article-writer
Generates WeChat public account articles with four combinable modes: full-text writing, provider-neutral image prompt manifests, deterministic inline-HTML layout, and end-to-end pi…
Content
writing-standards
Defines high-quality Korean writing standards using omniscient narrator perspective, systematic citations, and removal of AI patterns. Specifies forbidden vocabulary, sentence-endi…
Content
italiano-scrittura-anti-ai
Activates for Italian writing tasks: drafting, editing, translating, or revising public-facing content such as articles, newsletters, marketing copy, fiction, and nonfiction. Also …
Content
通用-蒸馏写作研究
Extracts executable writing constraints from research reports to generate reusable "Writing Research Templates" as baseline rules for downstream writing, review, and editing skills…
Productivity
communication-craft
Communication patterns for feedback, cross-audience writing, and needs elicitation. Applies SBI feedback, stakes-calibrated tone, So-What/What/Now-What framing for reports, and Nee…
Content
write-medical-chinese
Manages the full lifecycle of Chinese biomedical writing: planning, drafting, rewriting, polishing, condensing, expanding, and auditing. Maintains master indexes, consistency logs,…
Research
jse-tju-writing-tables-figures
Formats and structures papers for 《系统工程学报》 (Journal of Systems Engineering, Tianjin University), handling titles, bilingual abstracts, keywords, equations, tables, figures, referen…
Content
blog-post-author
Creates a complete blog post from a filled brief (opinion, case study, deep dive) and generates separate task files for all supporting assets—hero image, OG card, social posts, dia…
Research
icra-writing-style
Applies a concise, robotics-focused ICRA writing style: opens with the task and physical constraint, condenses the system narrative to six IEEE two-column pages, favors figure-firs…
Content
jaw-dev-write
Refines Korean prose for natural flow and tone: removes translation artifacts, smooths register shifts, varies sentence rhythm, and eliminates abstract phrasing while preserving ex…
Content
lancet-abstract
Generates The Lancet’s structured abstract (≤300 words) with exact headings: Background, Methods, Findings, Interpretation, Funding. Opens with the clinical question, reports the p…
Research
car-writing-style
Polishes prose for Contemporary Accounting Research manuscripts: front-loads the research question, applies disciplined accounting terminology, enforces the ≤300-word abstract stru…
Research
wacv-writing-style
Revises WACV paper prose and first page for Applications or Algorithms tracks, leading with real-world constraints or methods, writing self-contained figure captions within the 8-p…
Content
xq-storytelling
Expert storytelling framework drawing on 12 masters of narrative craft—myth, screenwriting, personal story, business pitch, improv, and social movement—ready for any agent to apply…
Productivity
communication-skill-free
Provides a free 3-step process (GATHER-CRAFT-REFINE) to draft clear, professional replies by collecting context, structuring responses as acknowledge-transition-guide, and checking…
Research
food-proposal
Orchestrates research and funding proposals in food, nutrition, and agricultural science: resolves scheme formats, enforces length limits and criteria, then drafts or revises conte…
Content
akubun-writing
Diagnoses and revises Japanese text for reader clarity using principles from 岩淵悦太郎編『悪文』. Effective for email, reports, manuals, speeches, and translations when addressing readabili…
Content
wangjianshuo-perspective
Writes, responds and reasons in Wang Jianshuo’s voice: plain, sincere, curious style drawn from seven years of bilingual surveys. Uses everyday metaphors, self-coined terms and con…
Content
wordpress-showcase-writer
Generates two-paragraph WordPress Showcase entries from a site URL, submitter description, and submission reason. First paragraph covers the organization or person; second highligh…
Content
writing-ecosystem
Manages the human-first writing and review workflow for articles, essays, blog posts, and newsletters. Maintains role boundaries for writers, editors, and fact-checkers, plus Craft…
Research
socc-writing-style
Guides revision of ACM SoCC submissions for cloud-scale systems papers, ensuring operator-visible problems, systems-data contributions, realistic deployments with tail latency and …
Content
tighten-style
Tightens prose against a rule catalog: removes needless words, revives buried verbs and active voice, and structures paragraphs with clear topic sentences and logical flow. Checks …
Content
epsl-writing-style
Helps maintain EPSL-compliant prose when drafting or condensing Earth and Planetary Science Letters manuscripts. Enforces the 6,500-word limit, process-focused titles and abstracts…
Research
jeg-writing-style
Polishes Journal of Economic Growth prose across abstracts, introductions, model sections, empirical results, and magnitude interpretations, while formatting APA references, keywor…
Content
story-series-bible
Maintains a master planning file and episode status ledger for long-running series, restoring continuity across dozens of sessions. Supports both new series creation and resuming e…
Productivity
diploma-antiplag
Checks academic theses for AI-generation markers using a 10-point checklist and produces a per-page risk report; rewrites flagged sections with concrete detail and varied rhythm. O…
Content
book-topic-article
Creates a deep-dive Markdown explainer on a book topic by indexing chapter locations from book-guidelines.md then re-reading the source PDF for accurate, first-principles coverage.…
Research
jpube-writing-style
Polishes economics manuscripts for Journal of Public Economics standards: crafts 250-word abstracts, frames government-role questions in introductions, applies author-date citation…
Documentation
oopsla-writing-style
Applies OOPSLA conventions to drafts: foreground design insights before artifacts, frame falsifiable claims, embed semantic examples, maintain journal pacing within the 23-page lim…
Research
psci-writing-style
Applies Psychological Science formatting rules to drafts: enforces the journal’s 2,000-word cap on Introduction, Discussion, footnotes, acknowledgments, and appendices combined, 15…
Research
sensys-writing-style
Shapes SenSys abstracts, intros, and system sections around a sensing-pain → mechanism → measured-behavior arc, fitting double-column constraints while placing the buildable system…
Research
mobisys-writing-style
Revises mobile-systems papers to the MobiSys arc: pain → system-design → on-device evidence, while compressing to 12-page double-column format, enforcing double-blind language, and…
Research
orgsci-writing-style
Polishes Organization Science manuscripts for interdisciplinary readers, front-loading the organizational argument and contribution while aligning with INFORMS author-date style. F…
Content
jcm-article-writing
Prepares research, outlines, and reference style for high-value articles. Activates on topic selection, material gathering, outline refinement, or practical “explain like I’m new” …
Documentation
respond-to-referees
Generates structured response-to-referees documents from referee reports and revised manuscripts. Maps each comment to its revision, classifies coverage (addressed/partially/deferr…
Content
translation-reframing-audience-shift
Adapts content across expertise levels and contexts while preserving accuracy—technical to business framing, strategic vision to tactical plans, expert material to accessible summa…
Content
interview-to-blog
Transforms user expertise into 1,800–2,500+ word blog posts through structured interviews, topic research, outline design, and full drafting. Activates for long-form article reques…
Content
amsterdam-stijl
Amsterdam municipality writing guidelines covering clear B1-level language, inclusive tone, A2 simplified language, and direct active style. Apply to Dutch web content, letters, po…
Content
都市悬疑-创建小说正文
Creates chapter text for urban suspense stories. Preserves genre entry points and adds reader retention hooks, evidence tracking, authentic numbering, city atmosphere, and file wri…
Content
humanizer-pro
Detects and strips 24 AI writing patterns, swaps 500+ robotic terms, and scores burstiness plus lexical variety. Adds natural voice via strategic misspellings, parentheticals, tang…
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