anthropics/knowledge-work-plugins
50 skills · 178,896 total installs
$npx skills add anthropics/knowledge-work-pluginsSkillInstalls
data-visualizationCreate effective data visualizations with Python (matplotlib, seaborn, plotly).documentationWrite and maintain technical documentation. Trigger with "write docs for", "document this", "create a README", "write a runbook", "onboarding guide", or when…code-reviewReview code changes for security, performance, and correctness.build-dashboardBuild an interactive HTML dashboard with charts, filters, and tables.system-designDesign systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "what's the right architecture…knowledge-synthesisCombines search results from multiple sources into coherent, deduplicated answers with source attribution.tech-debtIdentify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the…architectureCreate or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with…testing-strategyDesign test strategies and test plans. Trigger with "how should we test", "test strategy for", "write tests for", "test plan", "what tests do we need", or when…incident-responseRun an incident response workflow — triage, communicate, and write postmortem.explore-dataProfile and explore a dataset to understand its shape, quality, and patterns.debugStructured debugging session — reproduce, isolate, diagnose, and fix.analyzeAnswer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing…search-strategyQuery decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into…deploy-checklistPre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and…source-managementManages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages…create-vizCreate publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for a trend…standupGenerate a standup update from recent activity. Use when preparing for daily standup, summarizing yesterday's commits and PRs and ticket moves, formatting work…searchSearch across all connected sources in one query. Trigger with "find that doc about...", "what did we decide on...", "where was the conversation about...", or…startSet up your bio-research environment and explore available tools.design-critiqueGet structured design feedback on usability, hierarchy, and consistency.sql-queriesWrite correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.).statistical-analysisApply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing.financial-statementsGenerate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis.ux-copyWrite or review UX copy — microcopy, error messages, empty states, CTAs.user-researchPlan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or…design-systemAudit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a…research-synthesisSynthesize user research into themes, insights, and recommendations.accessibility-reviewRun a WCAG 2.1 AA accessibility audit on a design or page. Trigger with "audit accessibility", "check a11y", "is this accessible?", or when reviewing a design…validate-dataQA an analysis before sharing -- methodology, accuracy, and bias checks.design-handoffGenerate developer handoff specs from a design. Use when a design is ready for engineering and needs a spec sheet covering layout, design tokens, component…audit-supportSupport SOX 404 compliance with control testing methodology, sample selection, and documentation standards.data-context-extractorGenerate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts.customer-researchMulti-source research on a customer question or topic with source attribution.ticket-triageTriage and prioritize a support ticket or customer issue. Use when a new ticket comes in and needs categorization, assigning P1-P4 priority, deciding which…close-managementManage the month-end close process with task sequencing, dependencies, and status tracking.write-queryWrite optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and…journal-entry-prepPrepare journal entries with proper debits, credits, and supporting documentation for month-end close.create-cowork-pluginGuide users through creating a new plugin from scratch in a cowork session.cowork-plugin-customizerCustomize a Claude Code plugin for a specific organization's tools and workflows.customer-escalationPackage an escalation for engineering, product, or leadership with full context.kb-articleDraft a knowledge base article from a resolved issue or common question.digestGenerate a daily or weekly digest of activity across all connected sources.journal-entryPrepare journal entries with proper debits, credits, and supporting detail.draft-responseDraft a professional customer-facing response tailored to the situation and relationship.scientific-problem-selectionThis skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific…single-cell-rna-qcPerforms quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive…scvi-toolsDeep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI,…nextflow-developmentRun nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data.instrument-data-to-allotropeConvert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV.