Auto-calibrate EDPA CW heuristics using Karpathy's autoresearch loop. One file (cw_heuristics.yaml), one metric (MAD vs ground truth), one loop (modify→evaluate→keep/discard).
Use when a task needs the judgment of a Postsecondary Education Administrator (dean, department chair, provost-level, or program director) — making a program/curriculum decision,…
Education Cloud (EDA — Education Data Architecture) setup: student success hub, advisor workflows, enrollment management, academic data model.
스스로 공부할 나만의 학습 프로젝트를 만들어 드립니다. 학습 목표와 현재 수준을 진단해 단계별 로드맵을 짜고, 진도 추적과 학습 전용 CLAUDE.md를 자동으로 세팅합니다. 다음과 같은 요청 시 사용하세요: - "claude code 공부할 학습 프로젝트 만들어줘" - "영어 회화 8주 학습 계획 세워 — from…
When the user wants to plan, implement, or optimize student and education discount programs. Also use when the user mentions "student discount," "education discount," "student…
학습 질문을 받으면 공식 문서와 최신 웹 자료를 웹검색으로 병렬 조사해, 출처가 검증된 최신 학습 근거를 종합해 드립니다. 개인 튜터가 자료를 미리 조사해 오는 역할입니다. 다음과 같은 요청 시 사용하세요: - "claude cowork의 Skills와 Sub-agents 차이를 최신 정보로 조사해줘" - "이 개념…
AI-native education management for K-12 schools, colleges, and universities. 112 actions across 8 domains -- students, academics, enrollment, grading, attendance, staff, fees,…
Use when the empirical causal-identification argument is the bottleneck for a European Economic Review (EER) manuscript — DiD/event-study, IV, RDD, or experiment.
Use when revising prose for a European Economic Review (EER) manuscript — the abstract, introduction arc, research highlights, and Elsevier house conventions.
Effect-TS specialized research via deepwiki and submodules. Query Effect-TS/effect, tim-smart/effect-atom for verified patterns.
Effect-TS specialized research via deepwiki and submodules. Query Effect-TS/effect, tim-smart/effect-atom for verified patterns.
Calculate and interpret effect sizes for statistical analyses. Use when: (1) Reporting research results to show practical significance, (2) Meta-analysis to combine study results,…
Use when running Claude Fable on codebase-heavy or token-heavy work and the user wants Fable to orchestrate research, coding, and testing while cheaper subagents do bounded heavy…
Apply the same orchestration as `/efficient-fable` to any high-cost frontier model: delegate research, coding, and testing to cheaper subagents while keeping planning, synthesis,…
Protocol for token-efficient web research. Use when accessing URLs, GitHub repos, or running search queries. Prevents full-page fetching waste.
Blockchain analytics and DeFi intelligence via Einstein's x402 micropayment services. Use when user wants on-chain market analysis, token research, whale tracking, smart money…
Pull, persist, and analyze home electricity — Evergy usage/cost/forecast and per-floor Nest thermostat runtime. Single source of truth for the Energy Log note in Obsidian.
Use when orchestrating multi-agent Electrobun feature development. Explains the electrobun-feature-team architecture — UI agent (views, RPC contract) followed by backend agent…
Molecular Electrostatics (dipole + partial charges) — When the user wants the dipole moment, atomic partial charges (Mulliken), or general electrostatic-character information…
Shared author-guideline skill for Elsevier food-science journals (Trends in Food Science & Technology, Food Hydrocolloids, LWT, Food Research International, Food Control, Meat…
Convert inbound Gmail messages into Pi-CEO sessions via webhook → intent-parser → orchestrator. Closes the "no email-triggered session creation" gap.
Use when after a CNN model has generated predicted molecular embeddings from mass spectrometry data, and you need to identify the most likely candidate molecules from a r — from…
Query and search the EMBL-EBI Ontology Lookup Service (OLS) for biomedical ontology terms, definitions, and hierarchies across 250+ ontologies (e.g., GO, DOID, HP).
Emerging and transformative technologies -- artificial intelligence, biotechnology, quantum computing, blockchain, robotics, IoT, augmented/virtual reality, and nanotechnology.
Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending domain-specific expertise (ma — from…
A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals.
Query Radix DLT blockchain data including wallet balances and performance, token prices and market movers, validator staking info, transaction history, network statistics — from…
Query Radix DLT blockchain data including wallet balances and performance, token prices and market movers, validator staking info, transaction history, network statistics — from…
Use when designing or auditing the experimental program of an EMNLP paper — baseline fairness and tuning budgets, dataset and language coverage matched to claims, contamination…
Use when planning an EMNLP project calendar end to end — choosing the ACL Rolling Review cycle that feeds the conference, backward-planning experiments and annotation to the ARR…
当用户要为 AI 生图/生视频写画面提示词，却只说得出「氛围感」「电影感」「高级感」「唯美」「治愈」「压抑」这类情绪形容词时调用。 也在用户说「出来的图很平/没感觉/像证件照/不像电影」而说不清哪里不对时调用。 本 skill 把情绪翻译成四个可观测变量：光位、景深、机位、人物状态。…
Research user needs, existing patterns, and accessibility requirements before designing a component
Build a 4-quadrant empathy map (Says, Thinks, Does, Feels) to synthesize user research into actionable insights.
Create structured visualizations of stakeholder perspectives (says, thinks, does, feels) to build deep understanding. Use when conducting user research or validating assumptions.
Emperor Time TDD iron law. Use BEFORE writing or editing production code for a feature, bugfix, refactor, or behavior change. No production code without a failing probe first.
Use when you have a fitted linear model (lmFit object) from microarray or RNA-seq count data and need to compute stable variance estimates and differential expression sta — from…
Rigorous benchmarking of multi-agent coordination systems: experiment design, statistical analysis, human evaluation protocols, and reproducible reporting.
Orchestrates rigorous consumer purchase research from need to verified recommendation. Use when the user wants to buy something and asks "what's the best X", wants product options…
Use when deciding which English engineering / technology journal skill to invoke next, comparing fit across the 40-journal engineering roadmap, or routing a manuscript before…
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines — from…
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines — from…
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines — from…
Query the ENCODE Registry of cis-Regulatory Elements (cCREs) via the SCREEN GraphQL API, or make custom queries to the ENCODE Portal REST API for experiments and files (ChIP-seq…
ENCODE Portal REST API for regulatory genomics: TF ChIP-seq, ATAC-seq/DNase-seq peaks, histone marks, and RNA-seq across 1000+ cell types.
Oxford Nanopore read end reason QC analysis. Use when analyzing nanopore sequencing quality, checking for adaptive sampling efficiency, investigating read termination patterns,…
Use when after cloning or installing a peak-calling or genomic analysis tool from a repository, before using it on production data.
Complete development workflow orchestrator coordinating all multi-ai skills (research → planning → implementation → testing → verification) with quality gates, failure recovery,…
Runs full-cycle research: scope, multi-source collection, source evaluation, claim triangulation, contradiction resolution, and cited deliverables.
Adapt recommendations to your current energy level — low energy gets easy tasks (recycle, micro, curate), high energy gets ambitious tasks (research, series, course).
Build an Energy Management Operating System Pack (energy drivers/drains map, calendar energy audit, zone-of-genius expansion plan, energy-aligned weekly schedule, recovery…
Research and extract an engineer's coding style, patterns, and best practices from their GitHub contributions. Creates structured knowledge base for replicating their expertise.
面向实现闭环的工程 workflow。用于把“需求/思路/方案”转成可交付改动，强调验收标准、最小改动、立即验证、明确回滚点。冲突优先级最低：若请求同时包含“接入审计”或“修 bug/继续查”等排障闭环意图，应让位于 skill-safety-audit 或 research-execution-protocol。
Audit and fix SEO for any web app. Checks meta tags, Open Graph and Twitter Card tags, JSON-LD structured data, robots.txt, sitemap.xml, canonical URLs, heading hierarchy,…
Audit-first skill for elevating an existing website or web app with 3D and cinematic motion — Three.js / React Three Fiber for the scene, GSAP ScrollTrigger for scroll-driven…
Enhance author profiles by filling missing fields. Use when asked to "enhance author", "complete author profile", "find author info", or "update author details".
Enhance book notes with Blinkist-style summaries. Use when asked to "enhance notes", "improve book notes", "add key insights", "expand notes", or "make notes better".
Use when after running Enrichment() on a configured EnrichParam object (via KEGG_Enrich_PlotPanel or similar), when you have a full enrichment result table and need to reduce it…
Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic — from…
Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic — from…
Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic — from…