PTrade/SimTradeLab strategy development guardrails. Auto-loads PTrade API reference, enforces platform constraints (no f-string, no import io/sys), validates lifecycle function…
生成符合 Nature/Science/Cell 等顶级期刊投稿标准的科研图表。自动输出 matplotlib/seaborn 可执行代码、PDF/PNG/EPS 矢量图、标准图注（Figure Legend）及提交前自检清单。支持柱状图、折线图、散点图、热图、Kaplan-Meier…
Helpt bij het open-source publiceren van overheidssoftware conform de Standard for Public Code, publiccode.yml, REUSE-compliance en de Nederlandse open-sourcerichtlijnen.
(project) Use when editing any file under skills/ or plugins/ to bump the plugin version and check the manifests
Push the current working branch to its remote. No PR creation — push only, for resuming a review loop after remediation commits.
Expert guidance for building AI agents with Pydantic AI framework. Use when creating multi-agent systems, AI orchestration workflows, or structured LLM applications with type…
PyMeasure laboratory automation skill for instrument control and automated measurement sequences
Structure analysis and presentations using the Pyramid Principle with SCQA and MECE frameworks
PyTorch model training skill with custom training loops, gradient management, and GPU optimization.
UI/UX design audit and verification of web best practices. Trigger when the user wants to audit the design, verify the UI/UX, or improve the user interface.
End-to-end tests with Playwright or Cypress. Trigger when the user wants to create user journey tests, UI integration tests, or browser automation.
Image compression CLI with lossless/lossy options, multiple engines, batch processing, and format conversion. Use when compressing, optimizing, or converting images.
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants',…
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing…
Use Qoder CLI as a subagent. Lets the main agent prompt Qoder CLI from the terminal in headless mode with the `qodercli` command, and send the goal, the decisions and the scope…
Add Google OAuth login to a Next.js app using NextAuth.js v4 + PrismaAdapter + JWT sessions. Use when asked to "add Google login", "add auth", "add authentication", or "setup…
Use when intake is incomplete and the system must draft a customer clarification request or save an analysis that explains why more information is required.
Conduct systematic qualitative data analysis using grounded theory, thematic analysis, and content analysis with NVivo or Atlas.ti
Internal quality audit skill with planning, execution, findings documentation, and corrective action tracking
Construction quantity takeoff skill for concrete, steel, earthwork, and materials
Run the quarter-boundary ritual — roll the quarter-scoped project folders, archive finished projects, grade the closing quarter's GOALS/OKRs, and draft the new quarter's goals…
QUBO (Quadratic Unconstrained Binary Optimization) formulation skill for optimization problems
Read-only multi-agent ship queue dashboard. Shows what each agent is shipping, what's in flight, what version slots are claimed, and what /ship would pick next.
AI-powered multimodal fusion of radiology (CT/MRI/PET) and pathology (H&E/IHC) imaging with clinical and genomic data for comprehensive cancer diagnostics and treatment prediction.
Document chunking with multiple strategies including semantic, recursive, and fixed-size chunking
RAG 시스템 품질 평가 및 개선을 위한 스킬입니다. RAGAS 기반 LLM-as-Judge 평가, 사용자 페르소나 시뮬레이션, 합성 데이터 생성, 평가 결과 저장 및 분석 기능을 제공합니다. — from LucasSantana-Dev/sharekit
RAG 시스템 품질 평가 및 개선을 위한 스킬입니다. RAGAS 기반 LLM-as-Judge 평가, 사용자 페르소나 시뮬레이션, 합성 데이터 생성, 평가 결과 저장 및 분석 기능을 제공합니다. — from majiayu000/claude-skill-registry
Consulta ao corpus RAG do projeto. Busca conhecimento em decisoes, documentacao, learnings e padroes armazenados.
Consulta ao corpus RAG do projeto. Busca conhecimento em decisoes, documentacao, learnings e padroes armazenados.
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE,…
Autonomous AI coding loop for unattended development - lets Claude work continuously on tasks while you sleep, with mandatory sandbox enforcement for safety
Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.
Re-source IDA binaries. Use when asked for recursive annotation, structure recovery, type reconstruction, or bottom-up program understanding.
Reactive chemical hazards analysis skill for thermal stability, incompatibility, and runaway reaction assessment
Chemical reactor design skill for sizing, configuration selection, and performance optimization
Automatically opens Gmail in Chrome browser and reads the user's latest incoming email.
Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步, documentation, doc, 文件, 說明文件, 更新文檔, sync readme, 同步說明, 專案說明.
Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步, documentation, doc, 文件, 說明文件, 更新文檔, sync readme, 同步說明, 專案說明.
Intelligently update README.md to sync with code changes. Triggers: readme, 說明, 更新說明, update readme, 文檔同步, documentation, doc, 文件, 說明文件, 更新文檔, sync readme, 同步說明, 專案說明.
GLAW Commercial Real-Estate Counsel — papers and diligences commercial property deals. Drafts and reviews commercial leases (NNN/gross/modified-gross, CAM, TI allowance, SNDA,…
Expert-level real estate systems, property management, MLS integration, CRM, virtual tours, and market analysis
Real options valuation skill for analyzing strategic flexibility and investment timing decisions
Recall, search, continue, or analyze past conversations. Triggers on recall phrases ("what did we discuss", "continue where we left off", "we decided"), retrospective phrases ("do…
Record the outcome of the current workflow state into the run ledger and advance state.current to the legal next state. Validates the transition against the workflow definition.
Solve recurrence relations using multiple methods including Master Theorem and generating functions
Reddit moderation via PRAW: fetch modqueue, classify reports, take actions.
Scrape Reddit posts and comments via the Apify connector — single post, subreddit, user, or keyword search.
Find motivated sellers in a UK postcode. Pulls reduced Rightmove listings, benchmarks against Land Registry comps, and assesses motivation signals.
이미지에서 텍스트를 추출(OCR)하여 마크다운으로 저장한다. 스크린샷, 다이어그램, 문서 이미지를 텍스트화한다.
PDF 문서를 마크다운 형식으로 변환한다. 텍스트, 구조, 테이블을 추출하여 저장한다.
URL 콘텐츠를 가져와 마크다운으로 변환한다. 웹 페이지, 문서, API 문서를 레퍼런스로 저장한다.
웹 검색을 수행하고 결과를 마크다운으로 저장한다. 기술 레퍼런스 수집을 자동화한다.
레퍼런스 데이터 수집 워크플로우. 웹, URL, PDF, 동영상, 이미지에서 정보를 수집하여 docs/references/에 저장한다.
Reference class forecasting skill to counter optimism bias using historical analogies
Reference files for complex skills (40+ patterns). Trigger: When creating complex skill with 40+ patterns or 4+ natural sub-topics.
Refund procedures and policies. Activate when processing a refund for a customer.
Expert skill for register allocation algorithms including graph coloring, linear scan, and spill code generation
GLAW Regulatory & AML Counsel — builds the compliance program and screens for sanctions/financial-crime exposure.
Automates the drafting of regulatory documents (e.g., FDA CTD sections) with citation management and audit trails.