anthropics/knowledge-work-plugins▌
138 approved skills in this repository
code-review
Productivity
Structured code review for security, performance, correctness, and maintainability across PR diffs and file changes. \n \n Audits security risks including SQL injection, XSS, CSRF, authentication flaws, and credential exposure \n Identifies performance issues like N+1 queries, memory leaks, algorithmic complexity, and resource leaks \n Checks correctness for edge cases, race conditions, error handling, and type safety gaps \n Works standalone with diffs and file paths; integrates with source con
product-brainstorming
AI/ML
You are a sharp product thinking partner — the kind of experienced PM or design lead who challenges assumptions, asks the hard questions, and pushes ideas further before anyone converges too early. You help product managers explore problem spaces, generate ideas, and stress-test thinking before it becomes a spec.
sprint-planning
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
performance-review
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
interactive-dashboard-builder
Frontend
Self-contained HTML dashboards with Chart.js, filters, and professional styling. \n \n Provides complete patterns for KPI cards, line/bar/doughnut charts, sortable data tables, and dropdown or date-range filters that update all visualizations instantly \n Includes pre-built CSS system with responsive grid layouts, color variables, and print-friendly styling that works without external frameworks \n Embeds all data and logic directly in a single HTML file; no server or build step required \n Reco
slack-messaging
Productivity
This skill provides guidance for composing well-formatted, effective Slack messages.
single-cell-rna-qc
Productivity
Automated QC workflow for single-cell RNA-seq data following scverse best practices.
create-viz
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
reconciliation
Productivity
Important: This skill assists with reconciliation workflows but does not provide financial advice. All reconciliations should be reviewed by qualified financial professionals before sign-off.
data-visualization
Productivity
Chart selection guidance, Python code patterns, and design principles for effective data visualizations. \n \n Comprehensive chart selection table covering 13+ chart types with guidance on when to use each and common anti-patterns to avoid (pie charts, 3D, dual-axis) \n Ready-to-use Python code examples for line charts, bar charts, histograms, heatmaps, small multiples, and interactive Plotly visualizations with professional styling \n Design principles covering color theory (sequential, divergi
brand-review
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
draft-content
Marketing
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
process-doc
Documents
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
task-management
Productivity
Lightweight task tracking via a shared TASKS.md file with optional visual dashboard. \n \n Stores tasks in a simple markdown file with four sections: Active, Waiting On, Someday, and Done \n Includes an optional HTML dashboard for drag-and-drop task reordering and auto-saving changes \n Supports task extraction from meetings and conversations, with user confirmation before adding \n Uses checkbox syntax and strikethrough formatting to mark completion, with context fields for due dates, assignees
stakeholder-comms
Productivity
You are an expert at product management communications — status updates, stakeholder management, risk communication, decision documentation, and meeting facilitation. You help product managers communicate clearly and effectively with diverse audiences.
data-exploration
Productivity
Systematic methodology for profiling datasets, assessing data quality, discovering patterns, and understanding schemas.
daily-briefing
AI/ML
Prioritized daily sales briefing that works standalone or supercharged with calendar, CRM, and email integrations. \n \n Operates in standalone mode when you describe your meetings and deals, or auto-pulls data from connected calendar, CRM, email, and enrichment tools \n Generates a scannable 2-minute briefing with #1 priority, today's numbers, meetings with prep notes, pipeline alerts, and email priorities \n Includes quick mode for abbreviated summaries and end-of-day mode to track completed m
compliance-tracking
Productivity
Help track compliance requirements, prepare for audits, and maintain regulatory readiness.
draft-outreach
Productivity
Research a prospect, then draft personalized outreach based on findings. \n \n Researches prospects first using web search by default, enhanced with optional enrichment tools (verified contact info, background) and CRM data (prior relationship context) \n Generates email drafts with personalized opening, relevant hook, and clear CTA, plus LinkedIn alternatives when email unavailable \n Supports three delivery modes: auto-create email draft if email connector enabled, output text for manual copy,
user-research
Productivity
Help plan, execute, and synthesize user research studies.
risk-assessment
Productivity
Systematically identify, assess, and plan mitigations for operational risks.
feature-spec
Productivity
Structured product requirements documents with problem statements, user stories, and success metrics. \n \n Guides PRD structure across eight sections: problem statement, goals, non-goals, user stories, requirements (P0/P1/P2), success metrics, open questions, and timeline considerations \n Provides frameworks for user story writing, MoSCoW requirement prioritization, and acceptance criteria in Given/When/Then format \n Includes guidance on defining leading and lagging success metrics with speci
tech-debt
Productivity
Systematically identify, categorize, and prioritize technical debt.
statistical-analysis
Productivity
Statistical methods for descriptive analysis, trend detection, outlier identification, and hypothesis testing with practical business interpretation. \n \n Covers descriptive statistics (mean, median, percentiles, spread measures), trend analysis with moving averages and period-over-period comparisons, and simple forecasting methods for business analysts \n Includes three outlier detection approaches (z-score, IQR, percentile methods) with guidance on investigating and handling anomalies rather
documentation
Documents
Write clear, maintainable technical documentation for different audiences and purposes.
sql-queries
Productivity
Write correct, performant SQL across all major data warehouse dialects. \n \n Covers five major dialects: PostgreSQL, Snowflake, BigQuery, Redshift, and Databricks with dialect-specific syntax for date/time, string functions, arrays, and JSON handling \n Includes common analytical patterns: window functions, CTEs, cohort retention, funnel analysis, and deduplication with ready-to-use examples \n Provides performance optimization tips per dialect, such as clustering keys in Snowflake, partition p
stakeholder-update
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
nextflow-development
Frontend
Run nf-core bioinformatics pipelines on local or public sequencing data.
scvi-tools
Productivity
This skill provides guidance for deep learning-based single-cell analysis using scvi-tools, the leading framework for probabilistic models in single-cell genomics.
instrument-data-to-allotrope
Productivity
Convert instrument files into standardized Allotrope Simple Model (ASM) format for LIMS upload, data lakes, or handoff to data engineering teams.
escalation
Productivity
You are an expert at determining when and how to escalate support issues. You structure escalation briefs that give receiving teams everything they need to act quickly, and you follow escalation through to resolution.
canned-responses
Productivity
You are a response template assistant for an in-house legal team. You help manage, customize, and generate templated responses for common legal inquiries, and you identify when a situation should NOT use a templated response and instead requires individualized attention.
nda-triage
Productivity
You are an NDA screening assistant for an in-house legal team. You rapidly evaluate incoming NDAs against standard criteria, classify them by risk level, and provide routing recommendations.
scientific-problem-selection
Productivity
A conversational framework for systematic scientific problem selection based on Fischbach & Walsh's "Problem choice and decision trees in science and engineering" (Cell, 2024).
response-drafting
Productivity
You are an expert at drafting professional, empathetic, and effective customer-facing communications. You adapt tone, structure, and content based on the situation, relationship stage, stakeholder level, and communication channel.
compliance
Productivity
You are a compliance assistant for an in-house legal team. You help with privacy regulation compliance, DPA reviews, data subject request handling, and regulatory monitoring.
campaign-planning
AI/ML
Frameworks and guidance for planning, structuring, and executing marketing campaigns.
performance-analytics
Productivity
Frameworks for measuring, reporting, and optimizing marketing performance across channels and campaigns.
data-validation
Productivity
Pre-delivery QA checklist, common data analysis pitfalls, result sanity checking, and documentation standards for reproducibility.
metrics-tracking
Productivity
You are an expert at product metrics — defining, tracking, analyzing, and acting on product metrics. You help product managers build metrics frameworks, set goals, run reviews, and design dashboards that drive decisions.
vendor-review
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
journal-entry
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
signature-request
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
runbook
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
people-report
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
draft-offer
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
triage-nda
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
kb-article
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
draft-response
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
knowledge-management
Productivity
Create, organize, and maintain searchable support knowledge base articles from resolved tickets. \n \n Covers four core article types: how-to guides with step-by-step instructions, troubleshooting articles with multiple solutions, FAQ entries with direct answers, and known issue documentation with workarounds and status tracking \n Emphasizes searchability through exact error messages, customer language, keyword optimization, and clear titles that match what users search for \n Provides structur
pipeline-review
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
start
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
status-report
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
vendor-check
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
email-sequence
AI/ML
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
capacity-plan
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
comp-analysis
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
search
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
brand-voice
Productivity
Framework for documenting, applying, and enforcing brand voice and style guidelines across marketing content. \n \n Covers seven core documentation areas: brand personality, voice attributes, audience awareness, messaging pillars, tone spectrum, style rules, and terminology management \n Includes practical templates for defining voice attributes with \"we are / we are not\" statements and tone adaptation tables across channels (blog, social, email, support) and situations (launches, incidents, b
deploy-checklist
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
call-summary
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
performance-report
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
debug
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
validate-data
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
contract-review
Productivity
Clause-by-clause contract analysis against your organization's negotiation playbook, with severity flagging and redline suggestions. \n \n Loads a configured playbook defining your standard positions, acceptable ranges, and escalation triggers for each major clause type; uses general commercial standards as baseline if no playbook exists \n Analyzes material clauses (limitation of liability, indemnification, IP ownership, data protection, term/termination, governing law) with holistic contract r
roadmap-update
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
roadmap-management
Productivity
Strategic product roadmap planning using RICE, MoSCoW, ICE, and dependency mapping frameworks. \n \n Supports multiple roadmap formats: Now/Next/Later for simplicity, Quarterly Themes for strategic alignment, OKR-aligned roadmaps for accountability, and Gantt views for execution planning \n Includes four prioritization frameworks (RICE scoring, MoSCoW categorization, ICE scoring, and Value vs Effort matrices) to defend prioritization decisions across different contexts \n Provides dependency map
digest
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
campaign-plan
AI/ML
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
competitive-brief
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
synthesize-research
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
analyze
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
architecture
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
ux-writing
Productivity
Write clear, concise, and helpful interface copy.
research-synthesis
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
review-contract
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
design-system
Frontend
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
weekly-prep-brief
Productivity
Generate a single comprehensive weekly briefing that covers every external customer or prospect call in the next 7 days, with per-meeting account and contact research from Common Room.
ux-copy
Marketing
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
org-planning
Productivity
$21
enrich-lead
Productivity
Turn any identifier into a full contact dossier. The user provides identifying info via "$ARGUMENTS".
prospect
Productivity
Go from an ICP description to a ranked, enriched lead list in one shot. The user describes their ideal customer via "$ARGUMENTS".
user-research-synthesis
Productivity
Synthesize qualitative and quantitative user research into structured insights and opportunity areas. \n \n Provides thematic analysis, affinity mapping, and triangulation methods for extracting patterns from interviews, surveys, support data, and behavioral analytics \n Includes techniques for interview note analysis, survey interpretation, and cross-source validation to distinguish behaviors from stated preferences and surface contradictions \n Guides persona development from research clusters
guideline-generation
Frontend
Generate comprehensive, LLM-ready brand voice guidelines from any combination of sources — brand documents, sales call transcripts, discovery reports, or direct user input. Transform raw materials into structured, enforceable guidelines with confidence scoring and open questions.
slack-search
Productivity
This skill provides guidance for effectively searching Slack to find messages, files, and information.
compose-outreach
Productivity
Generate three personalized outreach formats — email, call script, and LinkedIn message — grounded in Common Room signals for a specific company or contact.
contact-research
Productivity
Retrieve a comprehensive contact profile from Common Room. Supports lookup by email, social handle, or name + company. Returns enriched data including activity history, Spark, scores, website visits, and CRM fields.
recruiting-pipeline
Frontend
$22
design-handoff
Frontend
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
interview-prep
Productivity
$21
discover-brand
Productivity
Orchestrate autonomous discovery of brand materials across enterprise platforms. This skill coordinates the discover-brand agent to search connected platforms (Notion, Confluence, Google Drive, Box, Microsoft 365, Figma, Gong, Granola, Slack), triage sources, and produce a structured discovery report with open questions.
incident-response
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
create-cowork-plugin
Productivity
Build a new plugin from scratch through guided conversation. Walk the user through discovery, planning, design, implementation, and packaging — delivering a ready-to-install .plugin file at the end.
process-optimization
Productivity
$22
accessibility-review
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
brand-voice-enforcement
Productivity
Apply existing brand guidelines to all sales and marketing content generation. Load the user's brand guidelines, apply voice constants and tone flexes to the content request, validate output, and explain brand choices.
build-dashboard
Frontend
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
cowork-plugin-customizer
Productivity
cowork-plugin-customizer
journal-entry-prep
Productivity
Important: This skill assists with journal entry workflows but does not provide financial advice. All entries should be reviewed by qualified financial professionals before posting.
close-management
Productivity
Important: This skill assists with close management workflows but does not provide financial advice. All close activities should be reviewed by qualified financial professionals.
create-an-asset
Productivity
Generate custom sales assets tailored to your prospect, audience, and goals. Supports interactive landing pages, presentation decks, executive one-pagers, and workflow/architecture demos.
update
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
meeting-briefing
Productivity
You are a meeting preparation assistant for an in-house legal team. You gather context from connected sources, prepare structured briefings for meetings with legal relevance, and help track action items that arise from meetings.
audit-support
Productivity
Important: This skill assists with SOX compliance workflows but does not provide audit or legal advice. All testing workpapers and assessments should be reviewed by qualified financial professionals. While "significance" and "materiality" are context-specific concepts that are ultimately assessed by auditors, this skill is intended to assist professionals in the creation and evaluation of effective internal controls and documentation for audits.
search-strategy
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
call-prep
Productivity
Get fully prepared for any sales call in minutes. This skill works with whatever context you provide, and gets significantly better when you connect your sales tools.
testing-strategy
Testing
$21
variance-analysis
Productivity
Important: This skill assists with variance analysis workflows but does not provide financial advice. All analyses should be reviewed by qualified financial professionals before use in reporting.
design-critique
Frontend
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
customer-research
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
explore-data
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
legal-response
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
account-research
Productivity
Complete company and person research powered by web search, enriched with verified contact data and CRM history when available. \n \n Researches companies and individuals via web search alone, extracting business overview, recent news, hiring signals, leadership team, and product details \n Supercharged by optional enrichment connectors that add verified emails, phone numbers, tech stack, org charts, and funding details \n Integrates with CRM to surface prior relationship history, past opportuni
sox-testing
Testing
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
financial-statements
Productivity
Generate multi-period income statements, balance sheets, and cash flow statements with variance analysis and GAAP compliance. \n \n Supports monthly, quarterly, annual, and year-to-date reporting periods with prior-period and prior-year comparisons \n Includes materiality thresholds, variance decomposition (volume, price, mix, timing effects), and investigation narratives for flagged items \n Provides GAAP presentation guidance (ASC 220/210/230) covering revenue disaggregation, stock-based compe
knowledge-synthesis
Productivity
Deduplicates and synthesizes search results from multiple sources into coherent, attributed answers with confidence scoring. \n \n Merges duplicate information across sources using signals like matching content, authors, timestamps, and cross-references; prioritizes complete versions, authoritative sources, and recent updates \n Assigns confidence levels based on freshness (today vs. older than a month) and authority (official wiki > email > chat > drafts), and explicitly surfaces conflicting in
legal-risk-assessment
Productivity
Structured legal risk assessment using severity-by-likelihood matrix with escalation guidance. \n \n Evaluates risks across two dimensions (severity 1–5 and likelihood 1–5) to calculate a risk score determining classification as low (green), medium (yellow), high (orange), or critical (red) \n Provides escalation criteria and recommended actions for each risk level, from acceptance and monitoring for low-risk items to immediate senior counsel and outside counsel engagement for critical risks \n
competitive-intelligence
Productivity
Research competitors and generate an interactive HTML battlecard for sales. \n \n Analyzes 1–5 competitors via web search, pulling product features, pricing, recent releases (90 days), positioning, and customer sentiment \n Outputs a self-contained HTML artifact with a comparison matrix overview and clickable tabs for each competitor, including talk tracks, objection handling, and \"landmine questions\" to expose weaknesses \n Optional connectors to CRM, docs, chat, and transcripts enrich battle
memory-management
Productivity
Two-tier memory system that decodes workplace shorthand, acronyms, and internal language for contextual understanding. \n \n CLAUDE.md serves as a hot cache of ~30 frequent contacts, common terms, and active projects; memory/ directory stores the complete glossary, detailed profiles, and project context \n Tiered lookup flow checks CLAUDE.md first (covers 90% of daily decoding), then searches memory/glossary.md, then asks the user for unknown terms \n Supports progressive disclosure: quick parsi
compliance-check
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
content-creation
Marketing
Marketing content templates and frameworks across blog, email, social, landing pages, and press releases. \n \n Includes structured templates for six content types with specific word counts, section guidance, and SEO integration for each format \n Covers channel-specific best practices: LinkedIn storytelling, Twitter threading, email personalization, and mobile-first web design \n Provides headline and hook formulas (contrarian statements, statistics, scenarios), CTA principles with action verbs
change-request
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
write-query
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
brief
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
competitive-analysis
Productivity
$23
data-context-extractor
Productivity
A meta-skill that extracts company-specific data knowledge from analysts and generates tailored data analysis skills.
forecast
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
policy-lookup
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
onboarding
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
standup
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
seo-audit
Marketing
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
metrics-review
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
sequence-load
Productivity
Find, enrich, and load contacts into an outreach sequence — end to end. The user provides targeting criteria and a sequence name via "$ARGUMENTS".
system-design
Frontend
$21
write-spec
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
source-management
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
ticket-triage
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.
customer-escalation
Productivity
If you see unfamiliar placeholders or need to check which tools are connected, see CONNECTORS.md.