最高精度統合リサーチ。Grok-4 Live Search + Exa(81%/1.4s) + Tavily + Brave + NewsAPI + GIS 31ソース +…
Research topics, manage watchlists, get briefings, query history. Also triggered by 'last30'. Sources: Reddit, X, YouTube, web.
Help find good research ideas and navigate early PhD years following Prof. Bingsheng He's (NUS) PhD Survival Guide.
Help prepare academic presentations, slides, and posters following Prof. Bingsheng He's (NUS) guidelines.
Public social channels command center — X/Twitter, LinkedIn, Threads, Bluesky, Mastodon. Routes reads via x-research-skill + x-mcp (or mcp__x-mcp__*), posts via Typefully MCP…
Use when you need to discover Solana programs, read their documentation, list instructions and account types, or get an AI-generated analysis — all via Orquestra MCP only.
Maintains a persistent, folder-based log of all agentic-os experiment runs. Each run writes one dated file to context/experiment-log/ and updates index.md.
Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven…
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files.
Design and prototype in Paper Design (app.paper.design) — read/write designs via MCP, convert to React/Tailwind code, import HTML/CSS, sync design tokens.
Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper.
DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a…
从 ~/papers/ 论文库中检索已读论文。支持按关键词、tag、作者、年份、最低评分过滤。每条返回一句话核心收获 + 跨论文关联建议。当用户想知道'我之前读过哪些相关的'、'我打过 5 星的 VLA 论文有哪些'、或想在写作中复用过往笔记时使用。
Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify improvements.
Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script.
End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report.
Use when user needs academic diagrams, methodology figures, statistical plots, or presentation slides from text descriptions or data files.
Applique les 26 regles de neuropedagogie pour concevoir ou ameliorer un contenu pedagogique. Transforme un contenu informatif en experience d'apprentissage ancree.
Compose Dutch-context personas on-demand from external trait pools and pre-authored coupled archetype bundles.
A specialized skill for generating high-quality, consistent children's bilingual picture books using 'banana nano'.
Scaffold a PyTorch Lightning project for classification, regression, or timeseries research. Triggers on "新建项目", "initialize project", "scaffold", "create PL project".
Invoke the Product Team to review the roadmap, research opportunities, define requirements, and create implementation specs.
Get full paper details for a PubMed article by PMID - title, authors with affiliations, abstract, MeSH terms, keywords, publication types, DOI, and citation info.
Plan new work by creating issues or feature requests from a natural language description. Researches the domain online, analyzes the codebase for context, and decomposes complex…
Diagnose the root cause of a bug, error, crash, or unexpected behavior. Traces through code, logs, services, database state, and git history to find why something is broken.
Draft a structured preregistration document (OSF, AsPredicted, or AEA RCT Registry style) from a research spec or free-form study description.
Pre-Launch Quality Gate für Design- und Kommunikations-Assets. Pretestet jedes Design- oder Kommunikations-Asset bevor es rausgeht: Pitch Decks, Investor-Präsentationen, Landing…
Create a pricing and packaging hypothesis, research plan, and low-risk validation path tied to customer value and unit economics.
Generate a consultant-grade strategic intelligence brief on a company. Long-running (35-120 min) and metered ($0.10-$5).
Search patent databases and academic literature for prior art relevant to an invention. Use when user says \"现有技术检索\", \"prior art search\", \"专利检索\", \"check patents\" — from…
Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support ticket — from…
Systematically verify mathematical proofs in statistics/ML theory paper appendices. Use when user says "proof check", "check proofs", "verify proofs", "audit paper", "检查证明",…
Run the proofreading protocol on documents. Checks grammar, typos, overflow, consistency, and academic writing quality for .tex, .qmd, .typ, and .md files.
Senior quant analyst (Math PhD) — reviews analytics pipelines and reports for mathematical correctness, statistical validity, and data quality (Accuracy, Completeness, Uniqueness,…
The results-analysis lens: turn a finished results store into settled claims, mechanism evidence, and paper-grade figures — for any field running experiments to publish (ML,…
Audits all SEO changes made to a domain within a given period (read-only). Reconstructs change history from cache, Shopware updatedAt fields and crawl diffs when logs are missing.
Formats estimation output as a publication-quality regression table with stars, SEs, and fit statistics. Use when creating a results table.
Deep research before planning. Launches parallel agents to search docs, web, and codebase, then synthesizes findings into actionable context.
Full pipeline: decompose a broad goal into sub-plans, draft each with adversarial review, then execute all of them autonomously via /run-plan. One command, walk away.
Research a chef from a taxonomy YAML using 4 sequential agent teams (2 researchers + 1 synthesizer each) to produce a completed research profile
Pesquisa etimologia de caracteres chineses consultando 7 fontes acadêmicas (MDBG, chardb/xiaoxue Academia Sinica, hanziyuan, shuowen.org, CantoDict).
Research a batch of companies in parallel using background subagents. Demonstrates the file-based result passing pattern to avoid context overflow.
Strategic research companion — brainstorm, evaluate, and decide on research directions. TRIGGER when the user wants to brainstorm research, evaluate research ideas, do project…
Validate and enforce standard YAML frontmatter on research documents with JD-aware path resolution. Use when creating, editing, or validating research files, when user mentions…
Builds ideal customer profiles and buyer personas from real voice-of-customer evidence — demographics, pain points, jobs-to-be-done, decision psychology, and online habitat for a…
Map market landscape, competitive dynamics, TAM/SAM/SOM sizing, whitespace opportunities — every claim sourced, adjacent competitors checked, sizing shown with methodology.
Turns the operator's own platform evidence — owned analytics, public metrics, manual exports, and prior eval outcomes — into a sourced per-platform evidence base across X,…
Discovers what's working right now on short-form video platforms (TikTok, Instagram Reels, YouTube Shorts; X and LinkedIn video by opt-in) for a given topic and market — mines…
類似 DAW / CLAP ホスト / Rust オーディオプロジェクト（clap-host, clap-validator, clack, nih-plug, Meadowlark 等）のソースコードと CLAP / cpal / eframe の公式リファレンスを調査し、 実装方針レポートを出力する。…
Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NP — from…
Execute a research task using compositional workflow planning. Characterizes the task, selects an approach from a library of research strategies, executes it, and self-evaluates…
Multi-step research orchestration. Use when user asks "research X", "summarize current state of Y", "what's the latest on Z", or compares approaches.
Conducts extensive web research on technical topics with validated references and citations. Use when you need external documentation, library comparisons, or best practices…
Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle.
Research scientific papers from the last 30 days across OpenAlex, Semantic Scholar, PubMed, arXiv, and HuggingFace
Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never…
Automate the grunt work of making research presentations — discovers experiments from git/output folders, collects images and metrics, and organizes them into slides.
Map every revenue channel onto a unified canvas — contribution %, CAC, LTV, friction score — then prioritise with RICE and produce a 90-day experiment list
Generates a complete multi-sheet Excel RFQ workbook tailored to a user-specified good, service, or hybrid engagement.
React Native app launch harness — from market research to App Store & Google Play submission. One command takes you from idea to store review.