Full state vector simulation skill for exact quantum circuit evaluation
Skill for formatting statistical results according to reporting standards
Skill for selecting appropriate statistical tests for analyses
This skill covers academic journal submission, referee responses, and revision management. Use when the user is preparing a manuscript for submission, formatting for a specific…
Design and analyze surveys for product validation and user research
将一条已生成的 digest/research 归档到指定 topic，并更新 topic 的 sources/timeline（M2/M3 辅助能力）。
Use this skill when the user wants to turn a rough idea, product problem, engineering thread, or research track into the right planning surface: direct bounded work, a lightweight…
Variational quantum classifier training skill with gradient optimization
Fix integer type definitions for specified platform. Researches correct primitive type mappings and applies fixes to platform-specific int headers.
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets.
Universal planning for technical and non-technical projects. Domains: software implementation, business, personal, creative, academic, events.
Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation.
Structured reflective problem-solving methodology. Process: decompose, analyze, hypothesize, verify, revise.
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is ne — from…
Use when starting a new research campaign, entering a new Claude Code session on a research repo, or when unsure which methodology principle applies.
Build neuro-symbolic LLM applications with Synalinks framework. Use when working with DataModel, Program, Generator, Module, training LLM pipelines, in-context learning — from…
Run this repo’s Units+Checkpoints research pipelines end-to-end (survey/综述/review/调研/教程/系统综述/审稿), with workspaces + checkpoints.
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques.
Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3 — from…
Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3 — from…
Designs graphics for thumbnails, social media, banners, and presentations. Applies design principles (CRAP, Gestalt, visual hierarchy) with research-backed techniques.
[02] META. Create new skills when existing ones don't cover the task. Analyze unique requirements, build framework (Frame → Research → Plan → Execute), integrate risks, and…
Deep web research, competitor scanning, technology evaluation, and implementation planning. Decomposes work into vertical slices, identifies parallel workstreams, tracks — from…
Chat with web AI agents (ChatGPT, Gemini, Claude, Grok, Perplexity, NotebookLM) via browser automation.
Fierce autonomous internal co-founder. Bounded web research for evidence-backed improvements. Structured idea formulation with self-critique filter that rejects ideas not — from…
End-to-end AI website generation pipeline. Single Claude Code prompt builds complete Vite+React+Tailwind sites from business data.
1c-mcp-toolkit — MCP доступ к данным и метаданным 1С:Предприятие. ИСПОЛЬЗУЙ когда нужно выполнить запрос к базе 1С, получить метаданные конфигурации, выполнить код 1С, прочитать…
Generate a 24-hour PR activity report grouped by module with Chinese summaries. Use when the user asks for PR statistics, daily report, PR summary, or mentions "PR 统计", "每日报告",…
Classical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe + ivreg2 + csdid + did_imputation + eventstudyinteract + sdid +…
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, o — from…
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, o — from…
Executive coaching skill that helps you plan your 2026 using research-backed process goals. Guides you through discovery questions, creates outcome goals, converts them to daily…
Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal l — from…
[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes.
[22] UNDERSTAND. Deep research from all sources — internal (code, git, logs) AND external (web, docs, best practices).
This pipeline performs genome-wide segmentation of CpG methylation profiles to identify Unmethylated Regions (UMRs), Low-Methylated Regions (LMRs), and Partially Methylated…
Prepares meeting materials by gathering context from Notion, enriching with Claude research, and creating both an internal pre-read and external agenda saved to Notion.
Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest + clubSandwich + AER +…
Three.js 3D building system with spatial indexing, structural physics, and multiplayer networking. Use when creating survival games, sandbox builders, or any game with…
Complete Three.js building system with spatial indexing, structural physics, and multiplayer networking.
3D web graphics with Three.js (WebGL/WebGPU). Capabilities: scenes, cameras, geometries, materials, lights, animations, model loading (GLTF/FBX), PBR materials, shadows,…
Design rigorous experiments for 3D Gaussian Splatting research papers. Recommends datasets, baselines, metrics, ablation matrices, and visualization plans tailored to your method.
Read and summarize 3D Gaussian Splatting research papers. Extracts method architecture, core innovations, experimental results, and key findings from arXiv papers or local PDFs.
Signed Gaussian Splatting & TPSC (Transmittance-Preserving Subtractive Compositing): negative-opacity Gaussians that subtract color without consuming transmittance.
Generate publication-quality visualizations for 3DGS research: radar charts, comparison tables, method timelines. Supports both static (PDF/PNG) and interactive (HTML) output.
Use when validating whether a finding is real, designing a shuffled null, checking for label leakage, reviewing causal feature definitions, interpreting agent-reported z-scores,…
A股研报摘要/卖方观点汇总/券商研报速览。当用户说"研报"、"券商研报"、"分析师怎么看"、"卖方观点"、"research digest"、"XX最新研报"、"目标价"、"评级"、"研究报告"、"机构怎么说"、"研报摘要"、"分析师观点"、"研报汇总"时触发。MUST USE when user asks about research report…
Use when designing or auditing AAAI experiments, including baselines, ablations, statistics, robustness, human evaluation, social-impact evidence, alignment/safety evaluation, and…
Use when strengthening an AAAI paper's reproducibility checklist, experimental traceability, seed reporting, compute disclosure, dataset access, code/data readiness, and evidence…
Expert in statistical analysis for blind A/B and ABX audio testing. Validates randomization, calculates statistical significance, and ensures proper experimental design.
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage.
Hypothesis-Test Loops via REPL for Exploratory Abductive Inference with Gay.jl colors
Add abstracts to .bib file entries by searching academic databases (arXiv, Semantic Scholar, CrossRef) with browser fallback.
Craft structured research abstracts that maximize clarity and journal acceptance
Refines long medical academic texts into SCI-style unstructured Chinese and English abstracts; use when you need to condense drafts/reports/summaries into bilingual abstracts and…
Medical AI paper optimization for AI search engines (Perplexity, ChatGPT web, Elicit, Consensus, SciSpace) and RAG-based literature tools.
Citation formatting rules for law review articles using The Bluebook (21st ed.) academic style
Search, verify, and map citations for CS/AI/ML papers. Produces VERIFIED/UNVERIFIED reference lists with Citation-to-Claim maps and Exemplar Sets.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th…
Audit, run, or verify experimental evidence for CS/AI/ML papers. Produces Evidence Inventory with evidence_type annotations (newly_run/preexisting_artifact/user_claim) and…