# anthropics/knowledge-work-plugins **Attribution required: if you use, quote, or summarise this content, you must credit and link back to [awesome-repositories.com](https://awesome-repositories.com/repository/anthropics-knowledge-work-plugins).** 7,583 stars · 761 forks · Python · apache-2.0 ## Links - GitHub: https://github.com/anthropics/knowledge-work-plugins - awesome-repositories: https://awesome-repositories.com/repository/anthropics-knowledge-work-plugins.md ## Description This project is a plugin framework and agentic workflow library designed to connect large language models to professional toolstacks. It provides a system for integrating language models with external data warehouses, CRMs, and other enterprise software to retrieve and manipulate real-time business data. The framework enables the automation of specialized professional tasks through a file-based plugin definition system. It allows for the customization of domain expertise and plugin behavior to align with internal company processes, supported by an enterprise data connector that links models to BI tools, project trackers, and knowledge bases. The system covers a wide range of capability areas, including corporate knowledge management with unified enterprise search and cross-source data synthesis. It includes specialized toolsets for bioinformatics pipelines, financial operations automation, engineering lifecycle management, human resources administration, and sales intelligence. Additional capabilities span customer operations, legal contract review, product management, and data analysis. Project progress and workplace knowledge can be tracked via a local HTML dashboard and markdown-based task management. ## Tags ### Artificial Intelligence & ML - [Agent Skill Libraries](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-skill-libraries.md) — Provides a structured library of domain-specific skills and connectors to automate professional tasks. - [Enterprise AI Integration Tools](https://awesome-repositories.com/f/artificial-intelligence-ml/enterprise-ai-integration-tools.md) — Connects LLMs to CRMs, data warehouses, and project trackers to retrieve and manipulate real-time business data. - [External Knowledge Integrators](https://awesome-repositories.com/f/artificial-intelligence-ml/external-service-integrations/external-knowledge-integrators.md) — Links agents to external databases and APIs for retrieval-augmented generation and real-time business data manipulation. ([source](https://github.com/anthropics/knowledge-work-plugins#readme)) - [Agent Memory Maintenance](https://awesome-repositories.com/f/artificial-intelligence-ml/agent-memory-maintenance.md) — Stores and recalls project details and specialized terminology to provide context-aware assistance. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/productivity)) - [Domain Expertise Packages](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/integration-deployment/agentic-domains/domain-expertise-packages.md) — Allows modification of skill files to incorporate company-specific terminology and internal professional processes. ([source](https://github.com/anthropics/knowledge-work-plugins#readme)) - [Data Connectors](https://awesome-repositories.com/f/artificial-intelligence-ml/data-connectors.md) — Provides standardized servers that link language models to BI tools, project trackers, and knowledge bases. - [Enterprise AI Search](https://awesome-repositories.com/f/artificial-intelligence-ml/enterprise-ai-search.md) — Provides AI-powered search across internal corporate datasets like CRMs and chat platforms. - [Tool Integrations](https://awesome-repositories.com/f/artificial-intelligence-ml/external-service-integrations/external-knowledge-integrators/tool-integrations.md) — Enables AI agents to interact with ITSM, project trackers, and knowledge bases via utility functions. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/operations)) - [Tool-Augmented Language Models](https://awesome-repositories.com/f/artificial-intelligence-ml/language-model-orchestration/large-language-models/tool-augmented-language-models.md) — Integrates language models with external software stacks to execute domain-specific tasks and retrieve real-time data. - [Plugin Frameworks](https://awesome-repositories.com/f/artificial-intelligence-ml/llm-integration-frameworks/plugin-frameworks.md) — Implements a system for connecting large language models to external data warehouses, CRMs, and professional toolstacks. - [AI Code Reviewers](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-code-reviewers.md) — Provides AI-driven analysis of pull requests and code changes to identify security vulnerabilities and performance bottlenecks. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) - [Intelligence Research Agents](https://awesome-repositories.com/f/artificial-intelligence-ml/intelligence-research-agents.md) — Gathers company intelligence and contact details via web searches to support prospect and competitor research. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/sales)) - [Competitive Intelligence Generation](https://awesome-repositories.com/f/artificial-intelligence-ml/intelligence-research-agents/competitive-intelligence-generation.md) — Researches competitor pricing to produce comparison matrices and sales talk tracks. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/sales)) ### Business & Productivity Software - [Financial Operations Automation](https://awesome-repositories.com/f/business-productivity-software/financial-operations-automation.md) — Automates KPI retrieval, account reconciliation, and financial statement generation using ERP and BI platform data. - [HR Tooling Integrations](https://awesome-repositories.com/f/business-productivity-software/hr-tooling-integrations.md) — Synchronizes employee data and candidate pipelines by connecting to HRIS and ATS platforms. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources)) - [Knowledge Management](https://awesome-repositories.com/f/business-productivity-software/knowledge-content-creation/knowledge-information-management/knowledge-management.md) — Synthesizes information from fragmented tools like email, chat, and wikis into a unified knowledge base. - [Sales Toolchain Integrations](https://awesome-repositories.com/f/business-productivity-software/sales-toolchain-integrations.md) — Synchronizes account history and contact records by connecting to CRMs and call transcript services. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/sales)) - [Automated Status Reports](https://awesome-repositories.com/f/business-productivity-software/automated-status-reports.md) — Compiles project updates and KPIs into automated status reports for executive review. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/operations)) - [Bank Reconciliation](https://awesome-repositories.com/f/business-productivity-software/bank-reconciliation.md) — Compares general ledger balances against bank statements to identify and resolve reconciling items. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/finance)) - [Business Briefings](https://awesome-repositories.com/f/business-productivity-software/business-intelligence-tools/business-briefings.md) — Generates periodic snapshots of cash and sales to provide summaries of overall business health. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Process Documentation](https://awesome-repositories.com/f/business-productivity-software/business-operations-tools/process-documentation.md) — Creates standard operating procedures and flowcharts to standardize recurring business tasks. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/operations)) - [Business Workflow Automation](https://awesome-repositories.com/f/business-productivity-software/business-workflow-automation.md) — Automates repetitive business tasks like triaging tickets or report generation via event-driven triggers and integrations. ([source](https://github.com/anthropics/knowledge-work-plugins#readme)) - [Campaign Planning Tools](https://awesome-repositories.com/f/business-productivity-software/campaign-planning-tools.md) — Generates marketing campaign briefs including content calendars and success metrics. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing)) - [Company Policy Administrations](https://awesome-repositories.com/f/business-productivity-software/company-policy-administrations.md) — Provides automated explanations of company rules regarding benefits and expenses using internal handbooks. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources)) - [Contract Analysis Tools](https://awesome-repositories.com/f/business-productivity-software/contract-analysis-tools.md) — Analyzes legal documents to identify red flags and produce plain-English summaries. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Journal Entry Management](https://awesome-repositories.com/f/business-productivity-software/double-entry-bookkeeping-engines/journal-entry-management.md) — Generates accruals and payroll journal entries with corresponding debits and credits for bookkeeping. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/finance)) - [Product Strategy Formulation](https://awesome-repositories.com/f/business-productivity-software/e-commerce-frameworks/growth-marketing-automation/market-positioning-strategies/product-strategy-formulation.md) — Develops product vision and business models by exploring problem spaces and testing assumptions. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/product-management)) - [Employee Performance Management](https://awesome-repositories.com/f/business-productivity-software/employee-performance-management.md) — Provides tools for structuring performance reviews through self-assessment prompts and manager templates. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources)) - [Financial Statement Generations](https://awesome-repositories.com/f/business-productivity-software/financial-statement-generations.md) — Produces balance sheets and cash flow statements using standard corporate accounting formats. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/finance)) - [Financial Variance Analyses](https://awesome-repositories.com/f/business-productivity-software/financial-variance-analyses.md) — Decomposes financial variances into specific drivers using price and volume analysis techniques. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/finance)) - [Hiring Packet Generation](https://awesome-repositories.com/f/business-productivity-software/hiring-packet-generation.md) — Implements tools for building job posts, interview guides, and offer letter templates. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Lead Scoring & Prioritization](https://awesome-repositories.com/f/business-productivity-software/lead-management/lead-scoring-prioritization.md) — Scores leads by engagement to produce a ranked call list with tailored talking points. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Payment Recovery](https://awesome-repositories.com/f/business-productivity-software/payment-recovery.md) — Drafts tailored payment reminders and manages the recovery of overdue customer invoices. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Period Closing Automations](https://awesome-repositories.com/f/business-productivity-software/period-closing-automations.md) — Coordinates the financial month-end close process using checklists, task sequencing, and status monitoring. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/finance)) - [Product Margin Analyses](https://awesome-repositories.com/f/business-productivity-software/product-margin-analyses.md) — Calculates unit economics by product to determine pricing scenarios and inflation benchmarks. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Recruitment Management](https://awesome-repositories.com/f/business-productivity-software/recruitment-management.md) — Tracks candidates through screening and interview stages to generate offer letters. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources)) - [Sales Analytics Dashboards](https://awesome-repositories.com/f/business-productivity-software/sales-analytics-dashboards.md) — Generates weighted sales projections and revenue forecasts based on pipeline data. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/sales)) - [Call Preparation Toolsets](https://awesome-repositories.com/f/business-productivity-software/sales-automation/call-preparation-toolsets.md) — Synthesizes account context to generate suggested agendas and discovery questions for sales calls. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/sales)) - [Call Transcript Summarizations](https://awesome-repositories.com/f/business-productivity-software/sales-automation/call-transcript-summarizations.md) — Processes call transcripts to extract action items and draft professional follow-up communications. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/sales)) - [Pipeline Health Analytics](https://awesome-repositories.com/f/business-productivity-software/sales-pipeline-automation/pipeline-health-analytics.md) — Evaluates deal priority and flags risks within the sales pipeline to generate weekly action plans. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/sales)) - [SOX Compliance Tests](https://awesome-repositories.com/f/business-productivity-software/sox-compliance-tests.md) — Generates sample selections, control assessments, and workpapers for internal SOX audit requirements. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/finance)) - [Stakeholder Status Automations](https://awesome-repositories.com/f/business-productivity-software/stakeholder-status-automations.md) — Automates the generation of tailored status updates by pulling context from integrated project management tools. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/product-management)) - [Standup Report Generators](https://awesome-repositories.com/f/business-productivity-software/standup-report-generators.md) — Synthesizes commit and ticket activity into concise daily status reports for team synchronization. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) - [Product Roadmap Planning](https://awesome-repositories.com/f/business-productivity-software/strategic-goal-tracking/strategic-alignment-frameworks/product-roadmap-planning.md) — Organizes strategic themes and resource allocation to align product development with business goals. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/product-management)) - [Task Management](https://awesome-repositories.com/f/business-productivity-software/task-management.md) — Ships a system for tracking and triaging work status using shared markdown files. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/productivity)) - [Tax Documentation Filing](https://awesome-repositories.com/f/business-productivity-software/tax-documentation-filing.md) — Calculates estimated taxes and organizes year-end materials for professional accountant handoff. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Onboarding Checklists](https://awesome-repositories.com/f/business-productivity-software/team-onboarding/onboarding-accelerators/onboarding-checklists.md) — Provides automated generation of onboarding checklists and first-week plans for new employees. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources)) - [Vendor Evaluations](https://awesome-repositories.com/f/business-productivity-software/vendor-directories/vendor-evaluations.md) — Analyzes costs and contracts to provide structured evaluations and renewal recommendations for service providers. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/operations)) ### Data & Databases - [Cross-Source Query Execution](https://awesome-repositories.com/f/data-databases/cross-source-query-execution.md) — Fetches and combines data from multiple disparate enterprise sources into a single coherent answer. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/enterprise-search)) - [Multi-Source Data Aggregation](https://awesome-repositories.com/f/data-databases/data-source-connectivity-tools/multi-source-data-aggregation.md) — Aggregates and deduplicates information from diverse enterprise data stores into coherent answers. - [Business Context Grounding](https://awesome-repositories.com/f/data-databases/data-synchronization/real-time/ai-grounding-services/business-context-grounding.md) — Captures business details and tool connections to provide organizational context for agentic workflows. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Cloud Data Warehouse Connectivity](https://awesome-repositories.com/f/data-databases/data-warehouse-integrations/cloud-data-warehouse-connectivity.md) — Provides secure connectivity modules for linking language models to cloud-hosted data warehouses and BI tools. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/data)) - [Financial Data Connectors](https://awesome-repositories.com/f/data-databases/financial-data-connectors.md) — Fetches real-time KPIs and subledger data from ERPs and BI platforms via specialized financial connectors. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/finance)) - [Cash Flow Analysis](https://awesome-repositories.com/f/data-databases/cash-flow-analysis.md) — Predicts future cash availability using financial data to identify and mitigate runway risks. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) ### Development Tools & Productivity - [Plugin Development Kits](https://awesome-repositories.com/f/development-tools-productivity/plugin-development-kits.md) — Provides a standardized file-based system for developing custom plugins and professional skill extensions. ([source](https://github.com/anthropics/knowledge-work-plugins#readme)) - [Integrated Project Tooling](https://awesome-repositories.com/f/development-tools-productivity/project-management-boards/integrated-project-tooling.md) — Connects language models to source control and project trackers to provide real-time project context. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) - [Task Automation Frameworks](https://awesome-repositories.com/f/development-tools-productivity/task-automation-frameworks.md) — Provides a framework for executing complex professional work processes like financial reporting and recruitment. - [Organizational Change Requests](https://awesome-repositories.com/f/development-tools-productivity/dependency-analysis-tools/change-impact-analysis/organizational-change-requests.md) — Generates change requests with impact analysis and rollback plans for technical or structural updates. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/operations)) - [Automated Issue Resolvers](https://awesome-repositories.com/f/development-tools-productivity/issue-trackers/automated-issue-resolvers.md) — Automates the reproduction and diagnosis of software bugs through a structured issue-resolution process. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) - [Research Synthesis](https://awesome-repositories.com/f/development-tools-productivity/project-scaffolding-config-code-generation/code-generation/llm-driven/content-synthesis-engines/research-synthesis.md) — Uses LLMs to transform raw interview notes and survey data into structured insights and personas. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/product-management)) - [Professional Networking Outreach](https://awesome-repositories.com/f/development-tools-productivity/task-scheduling/one-time-reminders/follow-up-reminders/ai-follow-up-drafting/professional-networking-outreach.md) — Generates personalized outreach messages for LinkedIn and email based on prospect intelligence. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/sales)) - [Technical Documentation](https://awesome-repositories.com/f/development-tools-productivity/technical-documentation.md) — Automates the maintenance of API references and technical guides to ensure documentation accuracy. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) ### DevOps & Infrastructure - [Tool Behavior Customizations](https://awesome-repositories.com/f/devops-infrastructure/configuration-management/configuration-resolution-engines/tool-behavior-customizations.md) — Adjusts tool connectors and workflow instructions to align with specific internal company processes. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/README.md)) - [Deployment Readiness](https://awesome-repositories.com/f/devops-infrastructure/deployment-management/deployment-readiness.md) — Implements a pre-deployment verification system to ensure tests pass and rollback plans are ready. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) - [Headcount Forecasting](https://awesome-repositories.com/f/devops-infrastructure/devops/operational-reliability/capacity-planning/headcount-forecasting.md) — Forecasts headcount needs and identifies operational bottlenecks by analyzing workload and utilization data. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/operations)) ### Scientific & Mathematical Computing - [Genomics Analysis Plugins](https://awesome-repositories.com/f/scientific-mathematical-computing/high-performance-execution-environments/scientific-computing-platforms/scientific-computing/bioinformatics-libraries/genomics-analysis-plugins.md) — Ships a specialized suite of plugins for analyzing single-cell genomics and executing sequencing pipelines. - [Automated Literature Reviewers](https://awesome-repositories.com/f/scientific-mathematical-computing/automated-literature-reviewers.md) — Employs agents to search academic sources and extract structured knowledge from biomedical literature. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research)) - [Compliance Tracking](https://awesome-repositories.com/f/scientific-mathematical-computing/risk-assessment-metrics/risk-assessment/risk-management-frameworks/compliance-tracking.md) — Monitors regulatory deadlines and policy adherence to identify and mitigate operational risks. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/operations)) ### Software Engineering & Architecture - [Domain-Specific](https://awesome-repositories.com/f/software-engineering-architecture/integration-extensibility/extensibility/plugin-architectures/domain-specific.md) — Provides specialized plugin frameworks tailored for professional domains such as financial auditing and bioinformatics. - [File-Based Definitions](https://awesome-repositories.com/f/software-engineering-architecture/software-architecture/architectural-patterns/plugin-module-systems/modular-plugin-architectures/plugin-based-architectures/plugin-based-architectures/file-based-definitions.md) — Defines agent skills and commands through a structured file and folder system for easy customization. - [Standardized Protocol-Based Integrations](https://awesome-repositories.com/f/software-engineering-architecture/standardized-protocol-based-integrations.md) — Implements a consistent API protocol to connect external data warehouses and BI tools for programmatic access. - [Product Requirements Generation](https://awesome-repositories.com/f/software-engineering-architecture/requirement-tracking-tools/operational-requirements/product-requirements-generation.md) — Provides automated synthesis of context and conversation into formal product requirement documents. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/product-management)) - [System Architecture Designs](https://awesome-repositories.com/f/software-engineering-architecture/software-architecture/architectural-patterns/backend-enterprise-systems/system-architecture-designs.md) — Facilitates the creation of architectural decisions and trade-off analyses using standardized design formats. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) - [Technical Debt Management](https://awesome-repositories.com/f/software-engineering-architecture/technical-debt-management.md) — Categorizes and prioritizes technical debt to create a structured remediation roadmap for system health. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) ### Part of an Awesome List - [Drug Discovery Agents](https://awesome-repositories.com/f/awesome-lists/ai/drug-discovery-agents.md) — Uses agentic frameworks to prioritize drug targets by analyzing bioactive compound databases and clinical trial registries. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/bio-research)) - [Target Prioritizations](https://awesome-repositories.com/f/awesome-lists/ai/drug-discovery-agents/target-prioritizations.md) — Searches compound databases to identify and prioritize potential drug candidates for pharmaceutical research. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/bio-research)) - [Company Research Tools](https://awesome-repositories.com/f/awesome-lists/data/company-research-tools.md) — Gathers corporate intelligence and tracks hiring signals through automated web research. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/sales)) - [Competitor Analysis](https://awesome-repositories.com/f/awesome-lists/devtools/product-marketing/competitor-analysis.md) — Researches competitors to generate comparison matrices and strategic implications. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/product-management)) - [Biology and Bioinformatics](https://awesome-repositories.com/f/awesome-lists/more/biology-and-bioinformatics.md) — Executes standardized genomic workflows for gene expression and variant calling on sequencing data. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/bio-research)) ### Content Management & Publishing - [Generative Marketing Asset Suites](https://awesome-repositories.com/f/content-management-publishing/content-aggregation-curation/automated-social-media-assets/generative-marketing-asset-suites.md) — Generates professional marketing visuals and content briefs based on sales analysis. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business)) - [Support-to-Knowledge Conversion](https://awesome-repositories.com/f/content-management-publishing/documentation-knowledge-management/knowledge-bases/support-to-knowledge-conversion.md) — Transforms resolved support issues into structured documentation to reduce ticket volume. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/customer-support)) - [Marketing Content Drafting](https://awesome-repositories.com/f/content-management-publishing/marketing-content-drafting.md) — Produces blog posts and newsletters using channel-specific templates and SEO fundamentals. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing)) ### Education & Learning Resources - [Equity Modeling](https://awesome-repositories.com/f/education-learning-resources/professional-development-career/career-development/job-search-advancement/compensation-packages/equity-modeling.md) — Benchmarks pay against market data and models equity refreshes to manage compensation bands. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources)) - [Research Problem Formulation](https://awesome-repositories.com/f/education-learning-resources/research-problem-formulation.md) — Applies systematic frameworks for ideation and risk assessment to translate scientific questions into technical objectives. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/bio-research)) ### Graphics & Multimedia - [Sales Collateral Generation](https://awesome-repositories.com/f/graphics-multimedia/media-production-suites/graphics-media-assets/media-assets/video-content/visual-asset-generators/sales-collateral-generation.md) — Creates tailored landing pages and slide decks based on specific prospect requirements. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/sales)) ### System Administration & Monitoring - [Incident Management](https://awesome-repositories.com/f/system-administration-monitoring/incident-management.md) — Coordinates the end-to-end incident lifecycle from triage and communication to final postmortem reporting. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) - [Cross-Tool Activity Summaries](https://awesome-repositories.com/f/system-administration-monitoring/system-activity-monitoring/session-activity-monitors/repository-activity-dashboards/activity-summarizers/cross-tool-activity-summaries.md) — Summarizes daily activity across connected professional tools into a condensed report. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/enterprise-search)) ### Testing & Quality Assurance - [Test Strategy Design](https://awesome-repositories.com/f/testing-quality-assurance/test-strategy-design.md) — Designs comprehensive test plans covering unit, integration, and end-to-end scenarios based on architecture. ([source](https://github.com/anthropics/knowledge-work-plugins/tree/main/engineering)) ### User Interface & Experience - [Voice Consistency Review](https://awesome-repositories.com/f/user-interface-experience/branding-tools/brand-contract-enforcement/voice-consistency-review.md) — Reviews content against style guides to ensure consistent tone and terminology across all outputs. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/marketing)) - [Local Knowledge Dashboards](https://awesome-repositories.com/f/user-interface-experience/local-knowledge-dashboards.md) — Displays tasks and workplace knowledge through a local HTML dashboard. ([source](https://github.com/anthropics/knowledge-work-plugins/blob/main/productivity))