ToddModica/upstream-skills

ponytail-audit

Audit the whole repo for over-engineering. A ranked list of what to delete, simplify, or replace with stdlib or native features.

ponytail-debt

Harvest every ponytail: shortcut comment into one debt ledger, so deferrals get tracked instead of forgotten. One-shot report.

ponytail-help

Quick reference for ponytail's modes, skills, and commands. One-shot display.

ponytail-review

Review a diff for over-engineering. Finds what to delete: reinvented stdlib, needless deps, speculative abstractions. One line per finding.

academic-paper-reviewer

Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-review roles + Devil's Advocate) with field-specific expertise; role separation is not a claim of independent…

academic-paper

12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF…

academic-pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a…

academic-research-suite

ARS-Codex research, writing, manuscript review, study screening, and experiments. Use for deep research, literature or systematic reviews, meta-analysis, research questions, drafts, revisions, roadmaps, abstracts, citations, integrity checks, peer review,…

deep-research

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review…

remove-ai-marks

Remove multi-vendor AI provenance marks: invisible Unicode (Layer A), statistical text watermarks via rewrite (Layer B, always offer), and C2PA/EXIF/XMP/container metadata on PNG/JPEG/WebP/SVG/PDF/DOCX/ODT/HTML/MD/TEX. Covers Claude, Gemini/SynthID-class,…

ppt-master

AI-driven presentation workflow for generating editable PPTX decks and slides, reconstructing page visuals, creating reusable Brand/Style/Layout/Deck workspaces, filling native PPTX templates, and enhancing finished PPTX files. Use when the user asks to…

patent-disclosure-skill

中国专利技能：挖掘专利点并撰写发明/实用新型/外观设计交底书；将已有交底改写为申请文件四件套；依据发明人材料衔接交底与申请；按著录项目检索公布公告；解读专利文献；基于已入库解读生成专利地图；对照审查政策撰写简报；辅助审查意见答复；编制权利要求对照表底稿（不构成法律意见）。| China patents: mine patent points and draft invention/utility-model/design disclosures; convert an existing disclosure…

Source text: Chinese

shuorenhua

按用户要求审稿或去 AI 味，支持中英文；保留事实、术语与责任主体，支持只标问题。

Source text: Chinese

humanizer

Rewrite AI-sounding text so it reads like the writer without changing what it says. Use when editing or reviewing prose for AI tells: not-X-but-Y contrasts, one-line closers, staged openers, forced triads, dashes everywhere, inflated claims, sales language,…

anti-defensive-writing-en

Use for academic writing, revision, concise editing, experiment organization, and reviewer responses. Build a clear narrative around genuine contributions while reporting evidence, results, and limitations relevant to the research question and core claims.…

anti-defensive-writing

适用于论文写作、修改、压缩、实验组织和审稿回复。围绕真实贡献组织清晰叙事，同时完整呈现与研究问题和核心主张相关的证据、结果及限制。关键词：论文润色、论文修改、摘要、引言、结论、rebuttal、实验组织、防御性写作。

Source text: Chinese

nature-academic-search

Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for 文献检索、引文核对、参考文献管理、严格他引 and evidence-backed citer profiles; not for translating a paper or drafting manuscript prose.

nature-citation

Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列引用、CNS支撑文献、分段补引用 when this journal scope is requested; use broader literature search for unrestricted sources.

nature-data

Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 and dataset citations; not general data cleaning or statistical analysis.

nature-figure

Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts and mechanism schematics. Not for interactive dashboards, data…

nature-paper2ppt

Create or improve a Chinese academic PPTX from a scientific paper or research reading notes, with source figures and speaker notes. Use for 论文做PPT、文献汇报、组会PPT and paper-based conference or defense presentations.

nature-polishing

Polish, translate, or tighten existing academic prose while preserving facts, terminology, and evidence boundaries. Use for 论文润色、学术翻译、正文精简, or manuscript LaTeX layout fixes. Use nature-writing when the main task is drafting new sections or rebuilding the…

nature-reader

Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.

nature-response

Draft, audit, or revise responses to peer review, revision cover letters, and marked-manuscript or LaTeX revision packages. Use for 审稿意见回复、逐点回复、返修信、 rebuttals and edits to existing response drafts. Initial-submission materials belong to nature-writing;…

nature-writing

Draft or restructure scientific manuscript arguments, sections, and initial-submission materials from author-provided evidence. Use for 论文写作、章节起草、论证重构、正文压缩、首次投稿材料. Use nature-polishing for language-only edits to existing prose and nature-response for…

bilibili-page-reader

Get content from Bilibili videos: official subtitles, danmaku (density/peaks/sample), comments. When no subtitles exist (no 投稿字幕), fall back to downloading audio + ASR transcription via FunASR.

design-taste-frontend

Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict…

grilling

Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.

powershell-safe-invocation

Use when writing or running PowerShell on Windows, especially native programs, quoted paths, escaping, pwsh, Start-Process, file operations, or shell troubleshooting.

no-negative-echo

Prevent 此地无银三百两式 residue: finalize artifacts without echoing rejected session-only alternatives into labels, metadata, commits, PRs, or handoffs. Use after corrections or discarded proposals. Not for ordinary deletion, deprecation, migration, or exclusions…

scipilot-cite-skill

SciPilot Skills 家族的文献检索与引用插入技能。支持两种输入模式—— 模式 A：读取用户的 Word(.docx) 或 LaTeX(.tex) 论文，在正文对应章节插入引用； 模式 B：接收用户给出的一段话/一个观点/一个论断，输出能支撑它的参考文献列表 （不修改文档）。两种模式都通过 Semantic Scholar、OpenAlex、Crossref 三源 并行检索真实文献，DOI + 多源交叉验证真实性，然后按用户指定格式（IEEE/APA/…

Source text: Chinese

scipilot-figure-skill

SciPilot Skills 家族成员，负责科研数据可视化——但定位不是"画图工具"， 而是"可视化顾问"。先做数据剖析（列类型/样本量/分布/异常值/分组结构/相关性）， 再结合用户的论证目标推荐图型，主动拦截科研画图的经典错误（小样本画均值柱掩盖 分布、双 Y 轴、饼图、Y 轴不当截断、rainbow 色图、把分类点连成折线等），最后 产出 Nature / Science / IEEE / Elsevier / PNAS / 中文核心期刊级别的成图。 覆盖纯数据图：折线、柱状、散点、箱线 /…

Source text: Chinese

scipilot-writing-skill

SciPilot Skills 家族的学术论文写作与润色技能，定位是把"顶刊编辑 + 严苛审稿人" 装进你的写作流程。覆盖全链路写作任务：中英互译润色、缩写/扩写、英文/中文表达润色、 逻辑检查、去 AI 味（humanize）、逐章节起草（Title/Abstract/Introduction-CARS/ Methods/Results/Discussion/Conclusion/Limitations）、图/表标题生成、实验结果分析、 审稿人视角自检、cover…

Source text: Chinese

patent-application

申请文件：把已有交底写成权利要求书、说明书、摘要与说明书附图。须指定交底目录；仅缺材料才终止。内容争议写入问题清单，不阻塞主文件。交付后请确认须摘要清单。已有产出上改稿则另存新时间戳目录。须显式触发。

Source text: Chinese

patent-docket

按发明人/工程师给的材料一趟写出交底书和申请文件；申请问题清单上的缺口最多改三轮。缺技术事实就问人，不编。触发：交底申请一起做、从零出交底和申请、一条龙、帮写交底再出申请、按清单改、会稿、案卷、/patent-docket。

Source text: Chinese

patent-oa

审查答复辅助：审查意见问答与草稿；库薄时引导案例入库与实务书蒸馏。须显式触发。

Source text: Chinese