Rank, prioritize, or compare PhD opportunities by fit, funding, research impact, and admission probability so the applicant knows where to spend effort.
Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments.
Use this agent when you need to track operational expenses, manage domain registrations, or get hosting recommendations.
Use this agent when you need to set up a new SaaS tool account, purchase a plan, configure the tool, and verify it works.
Use this agent when you need to research domains, hosting providers, tools, or find cost optimization opportunities.
When the user wants to build optimization models, solve mathematical programming problems, or find optimal solutions.
Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent map, and the two human gates…
Project planning and execution workflow. Use when user mentions phases, roadmaps, milestones, planning, project management, or wants to execute work systematically.
(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations.
Produces a structured research framework mapping the internal hierarchy, key decision-makers, departments, and reporting lines of any company, institution, or organisation — so…
CREATE organic content scripts (Reels, TikTok, carousels, static posts). Use when user wants to GENERATE new scripts from concepts.
Carbon chemistry, functional groups, IUPAC nomenclature, isomerism, reaction mechanisms (substitution, elimination, addition), polymers, and biochemistry basics.
Design and execute original research projects — surveys, experiments, data analysis — to create unique data that no competitor has.
Use when articulating the contribution of an Operations Research (OR) manuscript — especially the mandatory cover-letter contribution statement (since 1 June 2023, fewer than 500…
Use when running and reporting the computational study for an Operations Research (OR) manuscript — benchmark instances, baselines, reproducible experiments, statistical care for…
Use when designing the proof technique, algorithm, or simulation protocol for an Operations Research (OR) manuscript — choosing the right machinery (duality, dynamic programming,…
Use when responding to an Operations Research (OR) decision letter — writing the point-by-point response, closing proof gaps, adding baselines/instances, and passing the ORJournal…
Use when building the exhibits for an Operations Research (OR) manuscript — theorem/assumption layout, comparison tables against prior work, computational-results tables, and…
Use when formulating the model and stating results for an Operations Research (OR) manuscript — defining the optimization/stochastic/simulation model, assumptions, and the…
Use as the router for an Operations Research (OR) manuscript — given where you are in the OR/MS modeling-to-submission lifecycle, it names the next ors-* skill to invoke.
Use when polishing the prose and notation of an Operations Research (OR) manuscript — enforcing the equation-free introduction, the text-only abstract under 200 words, clean…
Enrich any person or company from any identifier — email, name, LinkedIn URL, domain, company name, Twitter/X handle.
Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis…
Search the web, platforms, and datasets. Use when asked to search, find, look up, research, or discover information from the web, YouTube, Amazon, eBay, news, academic sources, or…
Evaluate YC batch companies for investment — scrapes the YC directory, researches each company and its founders (work history, LinkedIn, website), assesses founder-company fit,…
Infer orthologous genes and gene families across species using OrthoFinder3 (HOG-based phylogenetic orthology), SonicParanoid2, Broccoli, ProteinOrtho, OMA / FastOMA hier — from…
Given an OS topic, deeply research it from canonical sources, draft an RFC, run it through simulated peer review, defend it, merge when approved, then break the work into tracked…
Conduct deep OSINT research on individuals. Build full digital footprint, psychoprofile (MBTI/Big Five), career history, social graph with confidence scores.
Deep OSINT (Open Source Intelligence) investigations. Use when the user wants to research, find, or investigate any person, place, organisation, username, do...
Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source…
Use to build or update an Opportunity Solution Tree from research data. Never from brainstorming.
Iteração autônoma para otimizar métricas técnicas do projeto. Inspirado no AutoResearch de Karpathy. Use quando o usuário disser "kairos otimizar", "melhorar cobertura", "reduzir…
Clinical research outcome extraction for meta-analysis. Use when users need to extract outcome measures (binary, continuous, or survival data) from clinical research papers for…
Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). Convert (idea.md, experimental_log.md, template.tex, conference_guidelines.md) into a strict JSON outline containing a…
Research past Sui Overflow hackathon projects, winners, and gaps. Use when the user wants past Overflow research, winners, or hackathon archive.
Autonomous system improvement engine. Evaluates agent harness, skills, and memory against measurable baselines, proposes bounded experiments, runs them, and keeps or discards…
Sync and manage Overleaf LaTeX projects from the command line. Pull projects locally, push changes back, compile PDFs, and download compile outputs like .bbl files for arXiv…
Produces a structured research framework for tracing who ultimately owns and controls a company or media outlet — including parent companies, holding structures, investors, and…
Search PACT's vector memory for relevant bugs, solutions, research, and feedback
Optimize a webpage for traditional search engines (Google, Bing). Covers keyword research, competitor page analysis, on-page SEO audit with scoring, content optimization, and…
Senior Paid Performance Marketer (15+ yr calibration · Google Ads + Meta Ads + LinkedIn Ads). Owns paid-channel strategy across the 4 Nexus brands (DR · NRPG · RestoreAssist ·…
Run structured social-media painpoint research for a sharply-defined ideal customer profile, returning direct quotes with source URLs grouped by theme, ranked by emotional…
Statistical arbitrage tool for identifying and analyzing pair trading opportunities. Detects cointegrated stock pairs within sectors, analyzes spread behavior, calculates…
Curate the web-capture index. Use when the capture backlog grows, captures sit unprocessed at seedling/pending, or to surface stored research during work.
🦕 Comprehensive paleontology research toolkit (12 sub-skills): fossil occurrence queries (PBDB), scholarly literature search across CrossRef + Semantic Scholar + arXiv, research…
Analyze academic papers using the Feynman Technique. Use when you need to create a clear, structured explanation of an academic paper.
Use when converting academic papers into dissemination assets such as Paper2Web websites, Paper2Video video abstracts, or Paper2Poster conference posters from LaTeX or PDF sources.
Deep analysis of a single paper: download PDF, extract figures, generate structured 20+ section note, fill LLM placeholders.
论文分析师 (Paper Analyst) — 负责精读论文、提取方法细节、构建对比表。 当被研究主管或文献侦查员指派分析论文时激活。对 Top 20 核心论文进行结构化分析， 生成论文分析卡片和跨论文对比表。
深度分析单篇论文，生成详细笔记和评估，图文并茂 / Deep analyze a single paper, generate detailed notes with images
Transform academic papers into in-depth technical articles with multiple writing style options. Use the MinerU Cloud API for high-precision PDF parsing, automatically extracting…
Audit claims, causal chains, and conclusions in the manuscript or project design docs for scientific rigor.
Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis…
Generate educational comics from academic papers, using visual storytelling to explain core ideas and innovations.
Compare academic research papers side-by-side to identify similarities, differences, and research gaps.
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \\\"\u7f16\u8bd1\u8bba\u6587\\\", \\\"compile paper\\\", \\\"build PDF\\\", \\\"\u751f\u6210PDF\\\",…
Optional narrow helper skill for README-first AI repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to…
证据审校器：基于 paper_notes 或来源包审查直接证据、综合判断、过度推理、benchmark/release/private data/license 风险，并生成中文 evidence_audit。需要把研究内容从“能写”提升到“写得稳”时调用。
对最终选中的论文进行深度精读，从 card.md 中提取结构化字段（sub_field、ID_paradigm、baselines 等）。当 paper-pipeline 编排流程执行到 Step 6（深度精读）时自动触发。
Scaffold a new arXiv paper draft at docs/arxiv/PAPER_NNN_TITLE.md with all required sections pre-filled. Usage: /paper-draft