Research AI agent skills

1,871 skills in the archive. Read a skill’s instructions or open its original repository.

• Write Scientific Manuscript

  by @Boom5426

  Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried topic sentences, missing logical bridges, ambiguous referents, abstract noun…

• Paper Workflow

  by @Boom5426

  Route general manuscript requests such as improve my paper, revise this draft, 优化论文, 润色论文 or 投稿前检查. Identify the article type, requested scope, the sections in scope and available evidence, then choose the necessary writing or…

• Review Article Architecture

  by @Boom5426

  Use when writing, restructuring, or auditing a Review, survey, or Perspective rather than a research article, especially a commissioned one written across many sessions. Covers the governing plan document, drift detection,…

• Claim Source Verification

  by @Boom5426

  Use when a manuscript's claims need to be checked against the sources cited for them, when literature search results must be verified before they enter a draft, or when an agent or collaborator has proposed references that have…

• Paper Analyzer

  by @Boom5426

  Use when deeply analyzing a single paper and producing structured notes on claims, methods, figures, evaluation, strengths, limitations, and related work.

• Submission Audit

  by @Boom5426

  Use when a manuscript is close to submission or resubmission and you need a preflight audit for claim support, figure-panel coverage, legend sync, methods references, terminology stability, and venue-facing risks.

• Manuscript Optimizer

  by @Boom5426

  Use when auditing, restructuring, or revising a research manuscript whose scientific question, claim hierarchy, evidence chain, section logic, figures, terminology, or prose may be unclear or out of sync. Apply before…

• Nature Paper Workflow

  by @Boom5426

  Revise scientific manuscripts or a single section such as the Abstract, Introduction or Discussion, make a technical draft readable for scientists outside the field, improve Results and Review article structure, audit submission…

• Academic Researcher

  by @Boom5426

  Use when conducting literature reviews, summarizing papers, comparing methodologies, identifying research gaps, or supporting scholarly writing across disciplines.

• Competitor Matrix

  by @emotixco

  Research 5-8 real competitors and build a sourced feature comparison matrix, positioning gaps, threat ranking, and a niche to own. Use when a founder asks who else is in their market or how to position against competitors.

• Ln 64 Community Announcer

  by @levnikolaevich

  Drafts or publishes authorized, fact-checked GitHub Discussions announcements; does not create releases.

• Pm/User Research

  by @echoVic

  用户研究方法，通过用户画像和用户旅程图，深入理解目标用户的特征、需求和行为

• Work

  by @oliver-kriska

  Execute Elixir/Phoenix plan tasks with progress tracking. Use after /phx:plan to implement features with mix compile and mix test verification after each step, or --continue to resume interrupted work.

• Research

  by @oliver-kriska

  Research Elixir/Phoenix/Ecto topics or evaluate Hex libraries (--library). Use when learning about libraries, patterns, or comparing approaches. Searches HexDocs, ElixirForum, GitHub.

• Research Summarizer

  by @oxbshw

  Use when the user asks for a sourced briefing on a topic that spans multiple web sources and requires citations.

• Maker Mdap

  by @coco-research

  Knowledge base from "Solving a Million-Step LLM Task with Zero Errors" (Meyerson, Paolo, Dailey, Shahrzad, Francon, Hayes, Qiu, Hodjat, Miikkulainen — arXiv:2511.09030). Use when designing long-horizon, multi-step agentic LLM…

• Z Liang Wenfeng Grounded Voice

  by @tjxj

  Use this skill whenever the user asks to talk with, roleplay, interview, quote, fact-check, or apply the reasoning of 梁文锋/Liang Wenfeng from the bundled May 20 investor-meeting transcript. Trigger for DeepSeek strategy, open…

• Oss Forensics

  by @Tommy-yw

  Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source evidence collection, hypothesis…

• Inference Sh Cli

  by @Tommy-yw

  Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image generation, video…

• Researcher

  by @bitwize-music-studio

  Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth. Use when an album needs factual research, source material, or verification of claims.

• Researchers Verifier

  by @bitwize-music-studio

  Performs quality control, citation validation, and fact-checking before human review. Use after research is complete to verify all sources and claims before production.

• Duckduckgo Search

  by @Tommy-yw

  Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs` is available in the current runtime.

• Domain Intel

  by @Tommy-yw

  Passive domain reconnaissance using Python stdlib. Subdomain discovery, SSL certificate inspection, WHOIS lookups, DNS records, domain availability checks, and bulk multi-domain analysis. No API keys required.

• Researchers Biographical

  by @bitwize-music-studio

  Researches personal backgrounds, interviews, motivations, and humanizing details. Use when research needs biographical context about people involved in the album's subject.

• Researchers Tech

  by @bitwize-music-studio

  Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.

• Researchers Historical

  by @bitwize-music-studio

  Researches archives, contemporary accounts, and timeline reconstruction. Use when the album subject involves historical events that need primary source verification.

• Researchers Security

  by @bitwize-music-studio

  Researches malware analysis, CVEs, attribution reports, and hacker community sources. Use when the album subject involves cybersecurity incidents or threat actors.

• Help

  by @bitwize-music-studio

  Shows available skills, common workflows, and quick reference for the plugin. Use when the user asks for help, what skills are available, or how to do something.

• Researchers Gov

  by @bitwize-music-studio

  Researches DOJ/FBI/SEC press releases, agency statements, and government sources. Use when research needs official government records or agency documentation.

• Researchers Journalism

  by @bitwize-music-studio

  Researches investigative articles, interviews, and news coverage. Use when research needs journalistic sources for cross-referencing or additional context.

• Researchers Legal

  by @bitwize-music-studio

  Researches court documents, indictments, plea agreements, and sentencing records. Use when the album subject involves legal proceedings or criminal cases.

• Parallel Cli

  by @Tommy-yw

  Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.

• Validate Album

  by @bitwize-music-studio

  Validates album directory structure, file locations, and content integrity. Use before release or whenever the user wants to check an album's structural health.

• Verify Sources

  by @bitwize-music-studio

  Captures human source verification for tracks, timestamps it, and updates track files. Use when sources need human review before generation.

• Ops Leadgen

  by @Lifecycle-Innovations-Limited

  OPS on-demand: This skill should be used when the user asks to "leadgen drafts", "cold email approve"…

• Notebooklm

  by @ArtemXTech

  Turn expert podcasts into personalized protocols with cited experiments. Load 300 episodes from terminal, run an expert-informed interview, build experiments in your Obsidian morning routine. Use when user says "notebooklm",…

• Notebooklm Import

  by @ArtemXTech

  Import NotebookLM notebooks into your Obsidian vault as linked knowledge graphs. Sources become wikilink-able files, Q&A answers get citations resolved to [[wikilinks]] with passage-level deep links. Use when user says…

• Bailian Cli

  by @modelstudioai

  阿里云百炼 / Aliyun Bailian / DashScope 资源管理与 `bl` CLI hub： 应用调用（bl app）、应用记忆、知识库检索、模型目录/模型列表、用量/额度/配额、免费额度、 工作空间、MCP 市场、pipeline、文件上传、console API、登录鉴权与配置、 Agent skill 安装/列表/更新/卸载（bl skill add|list|update|remove，百炼 skill registry）。…

• Ask Search

  by @ythx-101

  Web search via self-hosted SearxNG. Aggregates Google, Bing, DuckDuckGo, Brave. Returns title/url/snippet. Zero API key required.

• Paper Summarizer

  by @waybarrios

  Agents should invoke this skill for academic or technical papers, arXiv/PubMed/IEEE/ACM links, PDFs, methodology review, limitations, practical implications, or extracting findings for engineering decisions.

• Docx

  by @cubeplexai

  Create polished, fully-editable Word (.docx) documents end to end — research or read the source, outline the structure, pick a style set, build native editable content (cover / headings / body / lists / three-line tables /…

• Pdf

  by @cubeplexai

  Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a proposal", "create a resume", "beautiful PDF", "professional document", "cover…

• Omd:Kr Writer

  by @kwakseongjae

  한국어 블로그·장문 글을 12개 voice preset으로 작성하거나 다듬는다 — toss-tech-design (default), karrot-neighborly, brunch-maker-popular, naver-d2-engineering, biz-formal-report, academic-paper, journalism-broadsheet, kakao-warm-product,…

• Browser Search

  by @Johell1NS

  Multi-engine web search (SearXNG) + browsing/scraping (Camofox, CloakBrowser). Use whenever you need to do web research.

• Gs Export

  by @cookjohn

  Export Google Scholar paper(s) to Zotero via BibTeX. Gets citation data from Google Scholar's cite dialog, then pushes to Zotero desktop. Supports single or batch export.

• Gs Advanced Search

  by @cookjohn

  Perform advanced Google Scholar search with filters - author, journal, date range, exact phrase, title-only. Constructs proper URL parameters from natural language. Use for precise filtered searches.

• Gs Search

  by @cookjohn

  Search Google Scholar for academic papers by keywords. Returns results with title, authors, journal, year, citation count, and full-text links. Use when the user wants to search Google Scholar.

• Research Web

  by @greenfield-inc

  Perform technical web research using authoritative sources, synthesize the results, and save a cited research note in the repo. Use when external documentation or up-to-date behavior matters.

• Gs Cited By

  by @cookjohn

  Find papers that cite a given Google Scholar paper. Tracks citation chains using data-cid (cluster ID). Use when user wants to see who cited a specific paper.

• Gs Fulltext

  by @cookjohn

  Get full-text access links for a Google Scholar paper - PDF, DOI, Sci-Hub, and publisher links. Use when user wants to read or download a paper's full text.

• Interceptor Research

  by @Hacker-Valley-Media

  Deep web-research methodology for the interceptor browser surface — investigate a topic the way researchers, intelligence analysts, investigative journalists, private investigators, and OSINT operators do, not 'read 3 links and…

• Humanize

  by @harshaneel

  Use whenever the user asks to "humanize", "make this sound more human", "rewrite to avoid AI detection", "make this less AI-sounding", "add a human voice", or "write like a person". Also use when the user pastes text and asks…

• Embedding Optimization

  by @ancoleman

  Optimizing vector embeddings for RAG systems through model selection, chunking strategies, caching, and performance tuning. Use when building semantic search, RAG pipelines, or document retrieval systems that require…

• Account Brief

  by @nightly-labs

  Turn supplied company and opportunity information into a focused sales-account research brief.

• Pulse

  by @MagicCube

  Pulse — Twice-daily tech briefing for group distribution. Designed to be triggered by cronjob at morning and evening, or manually. Use this skill only when the user says "pulse" or "/pulse".

• 12 Cook

  by @ai-driven-dev

  Manage project recipes/how-to sheets by listing, creating, updating, researching, or applying a recipe. Use for recipe, cook, /cook, list, new, update, research, apply.

• 01 Bootstrap

  by @ai-driven-dev

  Design and validate a new SaaS's architecture into an INSTALL.md via Q&A and stack comparison. Use when the user starts a project, chooses a stack, or picks an architecture pattern. Not for editing an existing stack or…

• 04 Fact Check

  by @ai-driven-dev

  Verify factual claims in a text against authoritative sources and rewrite it with footnote citations, hedging the unconfirmed. Use to fact-check, verify a claim, or cite sources on request. Not for judging code or clarifying…

• Unslop Text

  by @JCarterJohnson

  Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register. It has no house style and does not write for you. It removes the cited tells (the em dash, the…

• Deep Research

  by @claude-office-skills

  Conduct comprehensive research on any topic. Synthesize information from multiple angles, provide structured analysis, and generate detailed research reports.

• Academic Search

  by @claude-office-skills

  Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.

• Chat With PDF

  by @claude-office-skills

  Answer questions about PDF content, summarize, and extract information

• Front Matter Writer

  by @WILLOSCAR

  Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, with high citation density and a single evidence-policy paragraph.

• Subsection Briefs

  by @WILLOSCAR

  Build per-subsection writing briefs (NO PROSE) so later drafting is driven by evidence and checkable comparison axes (not outline placeholders).

• Taxonomy Builder

  by @WILLOSCAR

  Build a 2+ level taxonomy (`outline/taxonomy.yml`) from a core paper set and scope constraints, with short descriptions per node.

• Subsection Writer

  by @WILLOSCAR

  Write survey prose into per-section files under `sections/` so each unit can be QA'd independently before merging.

• Evidence Draft

  by @WILLOSCAR

  Create per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitations, plus citation-backed evidence snippets with provenance.

• Paper Notes

  by @WILLOSCAR

  Write structured notes for each paper in the core set into `papers/paper_notes.jsonl` (summary/method/results/limitations).

• Chapter Lead Writer

  by @WILLOSCAR

  Write H2 chapter lead blocks (`sections/S<sec_id>_lead.md`) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.

• Outline Builder

  by @WILLOSCAR

  Convert a taxonomy (`outline/taxonomy.yml`) into a bullet-only outline (`outline/outline.yml`) with sections/subsections.

• Thesis Question List

  by @WILLOSCAR

  维护中文毕业论文的 `codex_md/question_list.md`：把本轮问题、边界、优先级、协作方案和验收口径结构化，作为整条 thesis pipeline 的控制面。

• Template Reference First

  by @WILLOSCAR

  Internal template for creating or refactoring a skill into the repository's reference-first shape. **Trigger**: reference-first template, blueprint skill, create a reusable skill, refactor a script-heavy skill. **Use when**: you…

• Survey Visuals

  by @WILLOSCAR

  Draft non-prose visuals artifacts (timeline, figure specs) for a survey, grounded in evidence and using citation keys from `citations/ref.bib`.

• Thesis Style Polisher

  by @WILLOSCAR

  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。

• Thesis Chapter Reconstructor

  by @WILLOSCAR

  围绕毕业论文主线重构章节：把原论文式叙事改成学位论文式叙事，重写章节目标、内容比重、前后承接与论证方式。

• Arxiv Search

  by @WILLOSCAR

  Retrieve arXiv paper metadata with keyword queries or import an offline arXiv export, and save results as JSONL (`papers/papers_raw.jsonl`).

• Section Briefs

  by @WILLOSCAR

  Build chapter-level briefs (`outline/section_briefs.jsonl`) from chapter skeleton plus section bindings before stable H3 decomposition.

• Idea Shortlist Curator

  by @WILLOSCAR

  Converge the screened direction pool into a small, discussion-ready shortlist, writing `output/trace/IDEA_SHORTLIST.md`.

• Thesis Workspace Init

  by @WILLOSCAR

  初始化中文毕业论文工作区：检查学校模板与已有材料的放置位置，明确提示当前还缺什么，建立 `codex_md/` / `claude_md/` / `tmp_layout*/` 等中间层目录，并生成材料盘点与初始工作文件。

• Dedupe Rank

  by @WILLOSCAR

  Use when a broad paper candidate pool needs deterministic deduplication and a stable core set.

• Literature Engineer

  by @WILLOSCAR

  Multi-route literature expansion + metadata normalization for evidence-first surveys.

• Thesis Tex Writeback

  by @WILLOSCAR

  把已经在 Markdown 中间层收敛的中文毕业论文内容回写到 `chapters/*.tex` 与相关交付层文件，保持结构、图表、公式、交叉引用与章节承接一致。

• Thesis Citation Enhance Review

  by @WILLOSCAR

  为中文毕业论文补强并核验引用：找出必须有引文支撑的句子，扩展候选文献，检查引用与论断是否匹配，并回写参考文献与正文引用。

• Thesis Visual Layout Planner

  by @WILLOSCAR

  规划中文毕业论文的图表、流程图和版面节奏：先决定哪些图表支撑主线，再做草图、拼版预演与图文映射。

• Skill Extractor

  by @trailofbits

  Extracts reusable skills from work sessions. Use when: (1) a non-obvious problem was solved worth preserving, (2) a pattern was discovered that would help future sessions, (3) a workaround or debugging technique needs…

• Deliverable Selfloop

  by @WILLOSCAR

  Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.

• Evaluation Anchor Checker

  by @WILLOSCAR

  Audit and rewrite evaluation/numeric claims to ensure they carry minimal protocol context (task + metric + constraint) and avoid underspecified model naming.

• Idea Memo Writer

  by @WILLOSCAR

  Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing `output/REPORT.md`, `output/APPENDIX.md`, and `output/REPORT.json`.

• Appendix Table Writer

  by @WILLOSCAR

  Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys.

• Idea Brief

  by @WILLOSCAR

  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`).

• Chapter Skeleton

  by @WILLOSCAR

  Build a retrieval-informed chapter skeleton (`outline/chapter_skeleton.yml`) from taxonomy/core scope before stable H3 decomposition.

• Section Bindings

  by @WILLOSCAR

  Bind papers to chapter-level sections first, writing `outline/section_bindings.jsonl` and `outline/section_binding_report.md`.

• Thesis Source Role Mapper

  by @WILLOSCAR

  将中文毕业论文已有材料映射到“毕业论文角色”：把论文、模板、Overleaf 源稿、PDF、图表和实验材料按章节角色、研究问题和证据用途重新归位。

• Thesis Compile Review

  by @WILLOSCAR

  对中文毕业论文进行编译、warning 分级、模板模式检查、数据与引用复查，并把问题回写成可继续迭代的 review checklist。

• Thesis Markdown Aligner

  by @WILLOSCAR

  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”。

• Thesis Frontmatter Sync

  by @WILLOSCAR

  同步中文毕业论文的非正文部分：摘要、附录、封面、成果、致谢、名单等，确保这些部分与正文口径一致，而不是最后临时补写。

• Pipeline Router

  by @WILLOSCAR

  Route an unbound research Goal to one Workflow or materialize its initial C0 kickoff block; use during initial binding, not for later checkpoint summaries or approval.

• Latex Scaffold

  by @WILLOSCAR

  Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft.

• Section Mapper

  by @WILLOSCAR

  Map papers from the core set to each outline subsection and write `outline/mapping.tsv` with coverage tracking.

• Citation Diversifier

  by @WILLOSCAR

  PRODUCES a citation-budget plan/report (`output/CITATION_BUDGET_REPORT.md`); does NOT edit the draft. Allocates an in-scope per-H3 budget (NO NEW FACTS) so drafts stop failing the global unique-citation gate; citation-injector…