Use this agent when you need to research domains, hosting providers, tools, or find cost optimization opportunities.
Score 70/100
(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations.
Score 70/100
CREATE organic content scripts (Reels, TikTok, carousels, static posts). Use when user wants to GENERATE new scripts from concepts.
Score 70/100
Carbon chemistry, functional groups, IUPAC nomenclature, isomerism, reaction mechanisms (substitution, elimination, addition), polymers, and biochemistry basics.
Score 70/100
Design and execute original research projects — surveys, experiments, data analysis — to create unique data that no competitor has.
Score 70/100
Enrich any person or company from any identifier — email, name, LinkedIn URL, domain, company name, Twitter/X handle.
Score 70/100
Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis…
Score 70/100
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…
Score 70/100
Evaluate YC batch companies for investment — scrapes the YC directory, researches each company and its founders (work history, LinkedIn, website), assesses founder-company fit,…
Score 70/100
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…
Score 70/100
Conduct deep OSINT research on individuals. Build full digital footprint, psychoprofile (MBTI/Big Five), career history, social graph with confidence scores.
Score 70/100
Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source…
Score 70/100
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…
Score 70/100
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…
Score 70/100
Optimize a webpage for traditional search engines (Google, Bing). Covers keyword research, competitor page analysis, on-page SEO audit with scoring, content optimization, and…
Score 70/100
Analyze academic papers using the Feynman Technique. Use when you need to create a clear, structured explanation of an academic paper.
Score 70/100
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…
Score 70/100
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…
Score 70/100
Generate educational comics from academic papers, using visual storytelling to explain core ideas and innovations.
Score 70/100
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \\\"\u7f16\u8bd1\u8bba\u6587\\\", \\\"compile paper\\\", \\\"build PDF\\\", \\\"\u751f\u6210PDF\\\",…
Score 70/100
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…
Score 70/100
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。
Score 70/100
Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.
Score 70/100
Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Codex-supervised…
Score 70/100
将论文分析结果沉淀到知识库（paper_index.json），检测论文关联关系，并基于跨论文洞察生成研究 Idea 提案。当 paper-pipeline 编排流程执行到 Step 6.8（知识沉淀）时自动触发。
Score 70/100
Search 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles.
Score 70/100
Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template,…
Score 70/100
Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create…
Score 70/100
帮助中文母语者阅读英文学术论文的专业助手。支持 PDF、Markdown、LaTeX 源码、截图等多种输入格式。 提供论文速览、逐节精读、公式拆解、图表解读、术语中英对照、批判性分析等功能。 自动联网搜索论文引用的其他文献补充上下文。可将阅读笔记输出为 Markdown 文件。 TRIGGER when:…
Score 70/100
评估论文关联的代码仓库质量（GitHub stars、语言、集成成本等）。当 paper-pipeline 编排流程执行到 Step 6.5（代码评估）时自动触发。
Score 70/100
Use when reviewing scientific or technical manuscripts, papers, theses, master's theses, dissertations, LaTeX drafts, thesis chapters, or final submission drafts for scientific…
Score 70/100
Generate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates…
Score 70/100
Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese.
Score 70/100
Deterministic PDF-to-markdown paper summarization for papercli workflows. Given one paper PDF or a directory of paper PDFs, produce schema-conformant markdown summaries and…
Score 70/100
Generates a structured reading tweet from an academic paper (PDF, Word, or Text), highlighting specific product advantages.
Score 70/100
Draft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.
Score 70/100
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan \u2192 paper-figure \u2192 paper-write \u2192 paper-compile \u2192 auto-paper-improvement-loop to go from a…
Score 70/100
Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating paper-writing pipelines.
Score 70/100
Analyzes research papers (PDF/arXiv URL) and converts them into executable code. Automatically activated upon requests for paper replication, algorithm implementation, or research…
Score 70/100
Search academic literature via arXiv, Semantic Scholar, and open-access discovery chains. Fetches and parses PDFs for key findings.
Score 70/100
Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.
Score 70/100
Decompose a task into independent concerns and execute them through broadly parallel, specialized agent groups.
Score 70/100
Loop 2 of the Three-Loop Integrated Development System. META-SKILL that dynamically compiles Loop 1 plans into agent+skill execution graphs.
Score 70/100
Explore and optimize simulation parameters via design of experiments (DOE), sensitivity analysis, and optimizer selection — generate Latin Hypercube, quasi-random, or factorial…
Score 70/100
Reads and transforms Apache Parquet file metadata and column statistics using PyArrow and the Parquet Thrift specification.
Score 70/100
Profiles Apache Parquet files using pyarrow metadata APIs to extract column statistics, row group distributions, and encoding efficiency metrics without reading full datasets.
Score 70/100
Proactively analyzes Parquet file operations and suggests optimization improvements for compression, encoding, row group sizing, and statistics.
Score 70/100
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors.
Score 70/100
Conjecture generation, sequence analysis, and experimental mathematics for mathematical discovery. Covers sequence analysis (OEIS lookups, recurrence relations, generating…
Score 70/100
Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug…
Score 70/100
Extract experimental materials and instrument information from PDFs (or PDF-derived text/Markdown) into three CSV tables; use when a paper/report contains sections like Materials…
Score 70/100
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity,…
Score 70/100
Structured peer review of manuscripts and grants. 7-stage evaluation: initial assessment, section review, statistical rigor, reproducibility, figure integrity, ethics, writing.
Score 70/100
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing…
Score 70/100
Penrose is an open-source platform that creates beautiful mathematical and scientific diagrams from plain text notation.
Score 70/100
Automate network traffic analysis using tshark and pyshark for protocol statistics, suspicious flow detection,
Score 70/100
Perform AI-powered web searches using a Perplexica instance. Returns a synthesized answer with cited sources.
Score 70/100
Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries.
Score 70/100
Execute Perplexity multi-turn research sessions and batch query pipelines. Use when conducting in-depth investigations, generating research briefs, or processing multiple related…
Score 70/100
AI-powered web search and research using the Perplexity API (Sonar models). Performs deep web research with citations, fact-checking, competitive analysis, market research, and…
Score 70/100