Browse Skills

Design and orchestrate multi-agent AI systems — define agent roles, communication protocols, tool use patterns, and failure recovery strategies.

Optimize content for AI search engines — get cited by ChatGPT, Perplexity, and AI Overviews with GEO/AEO techniques beyond traditional SEO.

Anthropic's brand-writing skill for keeping voice, wording, and messaging aligned with a defined style system.

Anthropic's official skill for working with the Claude API, examples, and API-oriented workflows.

A Composio skill for turning research inputs into a stronger writing brief or content draft foundation.

Anthropic's official frontend-focused skill for UI exploration, interface thinking, and design execution support.

Scaffold production-ready Next.js/React landing pages with Tailwind CSS, copywriting frameworks (PAS, AIDA, BAB), and SEO-optimized structure.

A Composio skill for gathering and organizing prospect or company research into a usable outreach brief.

Product positioning, go-to-market strategy, ICP definition, competitive intelligence, and messaging frameworks — a senior PMM in your corner.

Anthropic's official skill for building or reasoning about Model Context Protocol tooling and integrations.

Design and build Retrieval-Augmented Generation systems — chunking strategies, embedding selection, vector store setup, and query pipeline optimization.

Generate production-ready SaaS boilerplate with Next.js, TypeScript, authentication, payments (Stripe), and Docker — skip months of setup work.

Anthropic's official skill for testing web applications with a more repeatable, explicit QA workflow.

Track and organize upcoming catalysts, earnings dates, and market-moving events for equity research coverage.

Analyze quarterly earnings results against estimates, dissect key drivers, and summarize implications for your thesis.

Generate a structured earnings preview note with consensus estimates, key watchpoints, and scenario analysis ahead of results.

Generate and screen new investment ideas using structured frameworks for identifying mispriced securities.

Build a comprehensive initiating coverage note with investment thesis, valuation, risk factors, and price target.

Update financial models with new data, revise estimates, and document changes to key assumptions and price targets.

Produce a structured morning research note summarizing overnight developments, market moves, and key items to watch.

Write a comprehensive sector overview covering industry dynamics, competitive landscape, valuation, and key themes.

Track and monitor investment thesis milestones, update conviction scores, and flag when thesis assumptions are being tested.

Build an integrated income statement, balance sheet, and cash flow model with proper linkages and driver-based forecasting.

Audit financial spreadsheets for formula errors, broken links, hardcoded values, and structural inconsistencies.

Clean and standardize raw financial data — fix formatting, remove duplicates, normalize units, and prepare for analysis.

Map the competitive landscape for a company or sector, identifying key players, positioning, and market share dynamics.

Build a comparable company analysis with standardized financial metrics, trading multiples, and peer group benchmarking.

Build a discounted cash flow model with scenario analysis, sensitivity tables, and WACC derivation.

Refresh and update an existing financial presentation deck with new data, revised charts, and updated commentary.

Review investment banking presentation decks for accuracy, consistency, formatting standards, and completeness.

Build a leveraged buyout model with debt schedule, returns analysis, and sensitivity tables for private equity transactions.

Create structured PowerPoint templates for financial presentations with consistent formatting, master slides, and data placeholders.

Create new financial analysis SKILL.md files by extracting workflows from existing processes and formatting them as reusable skills.

Build a structured buyer list for M&A processes, categorizing strategic and financial buyers by fit, capacity, and likelihood.

Build a Confidential Information Memorandum with structured sections covering business overview, financials, and investment highlights.

Track live M&A and financing deal processes, manage timelines, counterparty lists, and milestone documentation.

Compile and format comprehensive financial data packs with historical financials, KPIs, and management-ready exhibits.

Build an M&A merger model with accretion/dilution analysis, synergy modeling, and pro forma financial projections.

Create investment banking pitch decks with credentials, situation analysis, strategic alternatives, and process recommendations.

Draft M&A process letters with bid instructions, data room access details, NDA requirements, and timeline guidance.

Generate concise one-page company strip profiles with financial summary, valuation, and key investment metrics.

Write an anonymous M&A teaser document highlighting investment highlights and financial profile without disclosing company identity.

Analyze bond futures basis relationships, cheapest-to-deliver dynamics, and carry trade opportunities in fixed income futures markets.

Identify relative value opportunities across the yield curve, sectors, and credit quality tiers in fixed income markets.

Conduct equity research analysis using LSEG data infrastructure, covering valuation, fundamentals, and consensus tracking.

Analyze fixed income portfolios for duration, credit exposure, yield, and risk-adjusted performance using LSEG data.

Identify and analyze foreign exchange carry trade opportunities, modeling interest rate differentials, volatility, and risk-adjusted returns.

Monitor macro rates environment across global markets, tracking central bank policy, yield curves, and inflation expectations.

Analyze options volatility surfaces, term structure, and skew across asset classes to identify mispricings and trading opportunities.

Develop interest rate swap curve strategies, analyzing spread relationships, basis dynamics, and relative value across tenors.

Screen incoming deal opportunities against investment criteria, producing structured assessments of fit, size, and return potential.

Build and maintain deal sourcing pipelines, identify target companies, and track relationship development with intermediaries.

Prepare structured question sets and talking points for management meetings and expert calls during due diligence.

Generate comprehensive due diligence checklists covering financial, legal, operational, and commercial workstreams for PE transactions.

Write investment committee memos with thesis, diligence findings, financial analysis, risk factors, and return expectations.

Assess portfolio company readiness for AI adoption across data infrastructure, use cases, and implementation capability.

Monitor portfolio company performance against plan, tracking KPIs, budget variance, and value creation initiatives.

Analyze and model investment returns including IRR, MOIC, DPI, and TVPI across different exit scenarios and timelines.

Analyze unit economics for portfolio companies, modeling CAC, LTV, payback periods, and contribution margins.

Build structured value creation plans with strategic initiatives, operational KPIs, and milestone tracking for portfolio companies.

Generate earnings preview analysis using S&P Global data, covering consensus estimates, historical beats, and sentiment indicators.

Compile and analyze funding round data from S&P Global, tracking venture capital activity, deal sizes, and sector trends.

Generate concise company tear sheets using S&P Global data with key financials, ownership, credit ratings, and market data.

Generate comprehensive client portfolio reports with performance attribution, market commentary, and forward-looking guidance.

Prepare for client review meetings with portfolio summary, talking points, agenda, and personalized market context.

Build comprehensive financial plans covering goals, cash flow, investment strategy, tax efficiency, and estate planning.

Create tailored investment proposals matching client goals, risk tolerance, and time horizon to a recommended portfolio strategy.

Analyze portfolio drift from target allocation and generate rebalancing recommendations with tax and transaction cost considerations.

Identify tax-loss harvesting opportunities in client portfolios while maintaining investment exposure and avoiding wash sale rules.

Plan, design, and implement A/B tests — hypothesis writing, sample size calculation, variant design, statistical significance thresholds, and results interpretation.

Generate and iterate ad creative at scale — headlines, primary text, and descriptions for Google, Meta, LinkedIn, and other platforms with character limits enforced.

Design agentic workflows for automation — map task sequences, define tool use patterns, set human-in-the-loop checkpoints, and optimize for reliability.

Backlog management, INVEST-compliant user story writing, sprint capacity planning, and epic breakdown for agile product teams.

An Anthropic-authored creative skill for generating algorithmic visuals and structured art experiments with Claude.

Implement and audit analytics tracking — GA4, Google Tag Manager, event tracking, conversion tracking, UTM parameters, and measurement plans.

Review REST and GraphQL API designs for consistency, developer experience, versioning strategy, and adherence to industry standards.

Build comprehensive API test suites — contract tests, integration tests, load tests, and automated regression for REST and GraphQL APIs.

Optimize iOS and Android app store listings — keyword research, title and subtitle optimization, screenshot strategy, and rating/review management.

A Composio community skill for building richer Claude artifacts with modern frontend patterns and UI components.

Administer Jira and Confluence at scale — user management, permission schemes, SSO integration, security configuration, and disaster recovery planning.

Create and manage Jira and Confluence templates — sprint retrospectives, project charters, risk registers, and 15+ reusable blueprints for common workflows.

AWS Bedrock AgentCore skill for deploying, managing, and scaling agent infrastructure across Gateway, Runtime, Memory, Identity, and related services.

AWS CDK expert skill for building cloud infrastructure with TypeScript or Python using best-practice CDK patterns.

AWS cost optimization and operations skill for pricing analysis, CloudWatch monitoring, budget review, and operational excellence.

AWS documentation and MCP setup skill for configuring AWS knowledge tools, credentials, and connectivity in Claude workflows.

AWS serverless and event-driven architecture skill for Lambda, API Gateway, DynamoDB, Step Functions, EventBridge, SQS, and SNS systems.

Cloud infrastructure design and optimization on AWS — VPCs, IAM, compute, databases, serverless, and cost optimization from a certified architect perspective.

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines.

Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.

This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".

Deep 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, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq multi-modal analysis with totalVI, (4) multiome RNA+ATAC analysis with MultiVI, (5) spatial transcriptomics deconvolution with DestVI, (6) label transfer and reference mapping with scANVI/scArches, (7) RNA velocity with veloVI, or (8) any deep learning-based single-cell method. Triggers include mentions of scVI, scANVI, totalVI, PeakVI, MultiVI, DestVI, veloVI, sysVI, scArches, variational autoencoder, VAE, batch correction, data integration, multi-modal, CITE-seq, multiome, reference mapping, latent space.

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.

Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.

Assemble compelling board and investor update decks — structure, narrative flow, key metrics, and executive-ready slides that tell the right story.

An official Anthropic design-oriented skill for structured canvas and layout ideation work.

Manage Corrective and Preventive Actions — root cause analysis, CAPA documentation, effectiveness verification, and closing the quality loop per ISO standards.

Executive leadership coaching — strategic decision-making, organizational development, board governance, and navigating high-stakes business challenges.

Financial leadership guidance — budgeting, forecasting, SaaS metrics, investor relations, and financial strategy for growing companies.

Guide organizational change with the ADKAR framework — stakeholder mapping, resistance analysis, communication planning, and change adoption tracking.

A Composio community skill for turning release notes, commits, and updates into a cleaner changelog draft.

C-suite orchestration layer — executive alignment, cross-functional prioritization, meeting cadence design, and turning strategy into executable plans.

Human resources leadership — hiring strategy, compensation benchmarking, org structure design, culture development, and people operations at scale.

Reduce churn with cancel flows, save offers, dunning sequences, and win-back campaigns. Covers both voluntary and involuntary churn.

Build production CI/CD pipelines for GitHub Actions, GitLab CI, and CircleCI — from lint and test to deploy with environment promotion and rollbacks.

Information security leadership — risk quantification, compliance roadmaps (SOC2, ISO 27001), security architecture, and board-level security reporting.

Marketing leadership guidance — brand positioning, growth model design, marketing budget allocation, and channel strategy from a Chief Marketing Officer perspective.

Deep code review for TypeScript, JavaScript, Python, and Go — anti-pattern detection, security issues, performance bottlenecks, and quality metrics.

Get up to speed on any codebase fast — architecture overview, key entry points, data flow diagrams, and a curated reading order for new contributors.

Write B2B cold outreach emails and follow-up sequences that get replies — subject lines, opening lines, body copy, CTAs, and multi-touch sequences.

Choose and implement a company operating system — EOS (Traction), Scaling Up, OKRs, or custom frameworks. Design the rhythms and tools to run your company well.

A Composio community skill for collecting and analyzing competitors' ad messaging and creative patterns.

Build a systematic competitor tracking system — monitor product updates, pricing changes, messaging shifts, and hiring signals to stay ahead of the market.

Deep competitor analysis with feature matrices, SWOT frameworks, and positioning maps — understand where you stand and where to move next.

Create high-converting competitor comparison and alternative pages — singular alternatives, plural alternatives, vs pages, and competitor vs competitor formats.

Design and manage Confluence knowledge bases — space architecture, page templates, documentation strategy, and making Confluence actually useful for teams.

Transform AI-generated content into natural, human-sounding writing — removes robotic patterns, adds authentic voice, and improves readability.

Produce blog posts, long-form articles, and guides at scale — research-backed, SEO-optimized, and brand-aligned content ready to publish.

Write professional contracts, RFP responses, and business proposals — clear terms, compelling narratives, and deal-winning structures for B2B engagements.

Operations leadership — process design, OKR execution, scaling playbooks, operational efficiency, and cross-functional alignment from a COO perspective.

Edit and improve marketing copy through multiple focused passes — clarity, tone, concision, CTA strength, and brand consistency.

Write compelling marketing copy for landing pages, homepages, pricing pages, and feature pages — headlines, body copy, and CTAs that convert.

Customize a Claude Code plugin for a specific organization's tools and workflows.

Guide users through creating a new plugin from scratch in a cowork session.

Product leadership — product vision, portfolio strategy, product-market fit diagnosis, and roadmap governance from a Chief Product Officer perspective.

Revenue leadership — revenue forecasting, sales model design, pricing strategy, and net revenue retention optimization from a Chief Revenue Officer perspective.

Technical leadership guidance — engineering team scaling, technology strategy, build vs. buy decisions, and architecture at the executive level.

Build company culture as operational behavior — define values-to-actions mappings, design culture rituals, and diagnose cultural drift before it becomes a problem.

Customer retention strategy, health score tracking, expansion playbooks, and churn prevention — a CSM toolkit for growing SaaS companies.

Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to churn, or an issue has sat unresolved past its SLA.

Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously told to a specific account, or gathering background before drafting a response.

Draft a professional customer-facing response tailored to the situation and relationship. Use when answering a product question, responding to an escalation or outage, delivering bad news like a delay or won't-fix, declining a feature request, or replying to a billing issue.

Draft a knowledge base article from a resolved issue or common question. Use when a ticket resolution is worth documenting for self-service, the same question keeps coming up, a workaround needs to be published, or a known issue should be communicated to customers.

Triage and prioritize a support ticket or customer issue. Use when a new ticket comes in and needs categorization, assigning P1-P4 priority, deciding which team should handle it, or checking whether it's a duplicate or known issue before routing.

Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.

Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot, or needing multiple charts with filters in one browser-openable file.

Create publication-quality visualizations with Python. Use when turning query results or a DataFrame into a chart, selecting the right chart type for a trend or comparison, generating a plot for a report or presentation, or needing an interactive chart with hover and zoom.

Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts.

Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.

Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues like duplicates or suspicious values, or deciding which dimensions and metrics to analyze.

Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). Use when writing queries, optimizing slow SQL, translating between dialects, or building complex analytical queries with CTEs, window functions, or aggregations.

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies, computing correlations, or interpreting statistical results.

QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying a SQL query's results look right, or assessing whether conclusions are actually supported by the data.

Write 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 aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.

Design production-grade databases — schema modeling, normalization, indexing strategy, query optimization, and choosing between SQL and NoSQL.

Audit project dependencies for vulnerabilities, outdated packages, license risks, and bloat — with a prioritized remediation plan.

Run 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 for color contrast, keyboard navigation, touch target size, or screen reader behavior before handoff.

Get structured design feedback on usability, hierarchy, and consistency. Trigger with "review this design", "critique this mockup", "what do you think of this screen?", or when sharing a Figma link or screenshot for feedback at any stage from exploration to final polish.

Generate developer handoff specs from a design. Use when a design is ready for engineering and needs a spec sheet covering layout, design tokens, component props, interaction states, responsive breakpoints, edge cases, and animation details.

Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's variants, states, and accessibility notes, or designing a new pattern that fits the existing system.

Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be distilled into patterns, user segments, and prioritized next steps.

Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding their users through research.

Write or review UX copy — microcopy, error messages, empty states, CTAs. Trigger with "write copy for", "what should this button say?", "review this error message", or when naming a CTA, wording a confirmation dialog, filling an empty state, or writing onboarding text.

A Composio skill for analyzing developer-facing growth patterns, signals, and performance context.

Anthropic's coauthoring skill for shaping shared documents, refining drafts, and collaborating on long-form writing.

Anthropic's document-processing skill for creating, editing, and analyzing Microsoft Word files.

A Composio community skill for generating domain name ideas and checking naming directions across popular TLDs.

Create automated email sequences — welcome series, onboarding drips, nurture campaigns, re-engagement flows, and lifecycle email programs.

Build production-ready HTML email templates — responsive design, dark mode support, email client compatibility, and reusable component libraries.

Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and consequences, reviewing a system design proposal, or designing a new component from requirements and constraints.

Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a change for N+1 queries, injection risks, missing edge cases, or error handling gaps.

Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.

Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before going to production, or documenting rollback triggers ahead of time.

Write and maintain technical documentation. Trigger with "write docs for", "document this", "create a README", "write a runbook", "onboarding guide", or when the user needs help with any form of technical writing — API docs, architecture docs, or operational runbooks.

Run an incident response workflow — triage, communicate, and write postmortem. Trigger with "we have an incident", "production is down", an alert that needs severity assessment, a status update mid-incident, or when writing a blameless postmortem after resolution.

Generate a standup update from recent activity. Use when preparing for daily standup, summarizing yesterday's commits and PRs and ticket moves, formatting work into yesterday/today/blockers, or structuring a few rough notes into a shareable update.

Design systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "what's the right architecture for", or when the user needs help with API design, data modeling, or service boundaries.

Identify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the user asks about code quality, refactoring priorities, or maintenance backlog.

Design 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 the user needs help with testing approaches, coverage, or test architecture.

Generate a daily or weekly digest of activity across all connected sources. Use when catching up after time away, starting the day and wanting a summary of mentions and action items, or reviewing a week's decisions and document updates grouped by project.

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

Search across all connected sources in one query. Trigger with "find that doc about...", "what did we decide on...", "where was the conversation about...", or when looking for a decision, document, or discussion that could live in chat, email, cloud storage, or a project tracker.

Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.

Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.

Design secure secrets management workflows — vaults, rotation policies, environment variable hygiene, and developer-friendly secret distribution.

An adversarial thinking partner for founders — challenges assumptions, stress tests plans, and provides honest pushback to sharpen executive decision-making.

Design testable product hypotheses with correct sample sizing, success metrics, and guardrail metrics to run valid product experiments.

Navigate FDA regulatory pathways — 510(k), PMA, De Novo, and QSR 21 CFR Part 820 compliance for medical device manufacturers and digital health companies.

A Composio community skill for organizing files, spotting duplication, and improving folder structure.

Support SOX 404 compliance with control testing methodology, sample selection, and documentation standards. Use when generating testing workpapers, selecting audit samples, classifying control deficiencies, or preparing for internal or external audits.

Manage the month-end close process with task sequencing, dependencies, and status tracking. Use when planning the close calendar, tracking close progress, identifying blockers, or sequencing close activities by day.

Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis. Use when preparing a monthly or quarterly P&L, closing the books and need to flag material variances, comparing actuals to budget, building a financial summary for leadership review, or looking up GAAP presentation requirements and period-end adjustments.

Prepare journal entries with proper debits, credits, and supporting detail. Use when booking month-end accruals (AP, payroll, prepaid), recording depreciation or amortization, posting revenue recognition or deferred revenue adjustments, or documenting an entry for audit review.

Prepare journal entries with proper debits, credits, and supporting documentation for month-end close. Use when booking accruals, prepaid amortization, fixed asset depreciation, payroll entries, revenue recognition, or any manual journal entry.

Reconcile accounts by comparing GL balances to subledgers, bank statements, or third-party data. Use when performing bank reconciliations, GL-to-subledger recs, intercompany reconciliations, or identifying and categorizing reconciling items.

Generate SOX sample selections, testing workpapers, and control assessments. Use when planning quarterly or annual SOX 404 testing, pulling a sample for a control (revenue, P2P, ITGC, close), building a testing workpaper template, or evaluating and classifying a control deficiency.

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.

DCF valuation, budgeting, forecasting, and SaaS metrics analysis — financial modeling and analysis from a professional analyst perspective.

Optimize lead capture, contact, demo request, and application forms — reduce friction, improve completion rates, and increase qualified submissions.

Personal leadership development for founders — managing the emotional weight of building, developing self-awareness, and growing as an executive.

Plan, evaluate, and build free tools for marketing — calculators, generators, and interactive tools that generate leads, SEO value, and brand awareness.

Navigate EU GDPR and German DSGVO compliance — data processing agreements, DPIAs, privacy policies, consent management, and data subject rights workflows.

Master Git worktrees — manage multiple branches simultaneously, set up parallel development workflows, and avoid branch-switching friction.

Automate Google Workspace administration with gws CLI — user provisioning, group management, Drive policies, and security audit workflows.

Analyze compensation — benchmarking, band placement, and equity modeling. Trigger with "what should we pay a [role]", "is this offer competitive", "model this equity grant", or when uploading comp data to find outliers and retention risks.

Draft an offer letter with comp details and terms. Use when a candidate is ready for an offer, assembling a total comp package (base, equity, signing bonus), writing the offer letter text itself, or prepping negotiation guidance for the hiring manager.

Create structured interview plans with competency-based questions and scorecards. Trigger with "interview plan for", "interview questions for", "how should we interview", "scorecard for", or when the user is preparing to interview candidates.

Generate an onboarding checklist and first-week plan for a new hire. Use when someone has a start date coming up, building the pre-start task list (accounts, equipment, buddy), scheduling Day 1 and Week 1, or setting 30/60/90-day goals for a new team member.

Headcount planning, org design, and team structure optimization. Trigger with "org planning", "headcount plan", "team structure", "reorg", "who should we hire next", or when the user is thinking about team size, reporting structure, or organizational design.

Generate headcount, attrition, diversity, or org health reports. Use when pulling a headcount snapshot for leadership, analyzing turnover trends by team, preparing diversity representation metrics, or assessing span of control and flight risk across the org.

Structure a performance review with self-assessment, manager template, and calibration prep. Use when review season kicks off and you need a self-assessment template, writing a manager review for a direct report, prepping rating distributions and promotion cases for calibration, or turning vague feedback into specific behavioral examples.

Find and explain company policies in plain language. Trigger with "what's our PTO policy", "can I work remotely from another country", "how do expenses work", or any plain-language question about benefits, travel, leave, or handbook rules.

Track and manage recruiting pipeline stages. Trigger with "recruiting update", "candidate pipeline", "how many candidates", "hiring status", or when the user discusses sourcing, screening, interviewing, or extending offers.

A Composio community skill for improving screenshots and images for clearer presentation and documentation.

Lead incident response from detection to resolution — coordinate teams, run war rooms, draft status updates, and produce postmortems.

Implement and manage an ISMS per ISO 27001/27002 — risk assessments, security controls, incident management, and certification readiness.

Anthropic's communication skill for clearer internal updates, team messaging, and organizational writing.

Build a coherent company story across all audiences — employees, investors, customers, and press — so your message stays consistent as you scale.

Design structured technical and behavioral interview processes — question banks, evaluation rubrics, calibration guides, and fair assessment frameworks.

International market expansion strategy — market selection, localization, regulatory compliance, go-to-market approach, and operational setup for new geographies.

A Composio community skill for sorting invoices and receipts into a cleaner bookkeeping workflow.

Conduct ISO 27001 internal audits — audit planning, evidence collection, nonconformance identification, and management review preparation.

JQL query writing, custom workflow design, automation rules, dashboard configuration, and Jira best practices for software and project teams.

A Composio community skill for pulling LangSmith traces into Claude workflows for debugging and inspection.

Plan product launches from Product Hunt to press releases — phased launch strategy, channel playbook, early access sequences, and momentum-building tactics.

Generate contextual briefings for legal work — daily summary, topic research, or incident response. Use when starting your day and need a scan of legal-relevant items across email, calendar, and contracts, when researching a specific legal question across internal sources, or when a developing situation (data breach, litigation threat, regulatory inquiry) needs rapid context.

Run a compliance check on a proposed action, product feature, or business initiative, surfacing applicable regulations, required approvals, and risk areas. Use when launching a feature that touches personal data, when marketing or product proposes something with regulatory implications, or when you need to know which approvals and jurisdictional requirements apply before proceeding.

Generate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use a templated reply. Use when responding to data subject requests, litigation hold notices, vendor legal questions, NDA requests from business teams, or subpoenas.

Assess and classify legal risks using a severity-by-likelihood framework with escalation criteria. Use when evaluating contract risk, assessing deal exposure, classifying issues by severity, or determining whether a matter needs senior counsel or outside legal review.

Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance reviews, or any meeting where legal context, background research, or action tracking is needed.

Review a contract against your organization's negotiation playbook — flag deviations, generate redlines, provide business impact analysis. Use when reviewing vendor or customer agreements, when you need clause-by-clause analysis against standard positions, or when preparing a negotiation strategy with prioritized redlines and fallback positions.

Prepare and route a document for e-signature — run a pre-signature checklist, configure signing order, and send for execution. Use when a contract is finalized and ready to sign, when verifying entity names, exhibits, and signature blocks before sending, or when setting up an envelope with sequential or parallel signers.

Rapidly triage an incoming NDA and classify it as GREEN (standard approval), YELLOW (counsel review), or RED (full legal review). Use when a new NDA arrives from sales or business development, when screening for embedded non-solicits, non-competes, or missing carveouts, or when deciding whether an NDA can be signed under standard delegation.

Check the status of existing agreements with a vendor across all connected systems — CLM, CRM, email, and document storage — with gap analysis and upcoming deadlines. Use when onboarding or renewing a vendor, when you need a consolidated view of what's signed and what's missing (MSA, DPA, SOW), or when checking for approaching expirations and surviving obligations.

Mergers and acquisitions strategy — target identification, due diligence frameworks, integration planning, and deal structure guidance for buyers and sellers.

Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before/after fixes. Use when checking a draft before it ships, when auditing copy for voice consistency and terminology, or when screening for unsubstantiated claims, missing disclaimers, and other legal flags.

Analyze marketing campaign performance, calculate ROI, interpret attribution models, and surface actionable insights from ad and content data.

Generate a full campaign brief with objectives, audience, messaging, channel strategy, content calendar, and success metrics. Use when planning a product launch, lead-gen push, or awareness campaign, when you need a week-by-week content calendar with dependencies, or when translating a marketing goal into a structured, executable plan.

Research competitors and generate a positioning and messaging comparison with content gaps, opportunities, and threats. Use when building sales battlecards, when finding positioning gaps and messaging angles competitors haven't claimed, or when a competitor makes a move and you need to assess the impact.

Draft marketing content across channels — blog posts, social media, email newsletters, landing pages, press releases, and case studies. Use when writing any marketing content, when you need channel-specific formatting, SEO-optimized copy, headline options, or calls to action.

Brand voice analysis, SEO-optimized content writing, and platform-specific content production for blogs, landing pages, and social channels.

Build a content strategy with topic clusters, content calendars, keyword research, and audience-aligned editorial plans.

Create and maintain a product marketing context document — brand voice, positioning, ICP, and messaging that all other marketing skills reference for consistency.

Multi-channel demand generation — paid media, organic acquisition, CAC optimization, and building a repeatable pipeline for B2B and B2C growth.

Draft blog posts, social media, email newsletters, landing pages, press releases, and case studies with channel-specific formatting and SEO recommendations. Use when writing any marketing content, when you need headline or subject line options, or when adapting a message for a specific platform, audience, and brand voice.

Design and draft multi-email sequences with full copy, timing, branching logic, exit conditions, and performance benchmarks. Use when building onboarding, lead nurture, re-engagement, win-back, or product launch flows, when you need a complete drip campaign with A/B test suggestions, or when mapping a sequence end-to-end with a flow diagram.

139 proven marketing approaches organized by category — get inspired with growth tactics, content ideas, and channel strategies tailored to your product.

Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel summaries for stakeholders, or when you need data translated into an executive summary with next-period priorities.

Apply 70+ psychological principles and mental models to marketing — cognitive biases, persuasion frameworks, and behavioral science for higher conversion.

Run a comprehensive SEO audit — keyword research, on-page analysis, content gaps, technical checks, and competitor comparison. Use when assessing a site's SEO health, when finding keyword opportunities and content gaps competitors own, or when you need a prioritized action plan split into quick wins and strategic investments.

Create platform-specific social media content for LinkedIn, Twitter/X, Instagram, and more — adapted tone, format, and hooks for each channel.

Create Model Context Protocol servers from scratch — define tools, resources, and prompts, then wire up to external APIs or local services.

EU Medical Device Regulation compliance — device classification, UDI registration, EUDAMED submission, and technical file documentation under MDR 2017/745.

A Composio skill for extracting the real takeaways, decisions, and insights from meeting content.

Plan and execute code and system migrations — database migrations, framework upgrades, cloud migrations, and monolith-to-microservices transitions.

Navigate and manage monorepos — understand Nx/Turborepo setups, optimize build caching, manage affected dependencies, and enforce workspace boundaries.

Microsoft 365 enterprise administration — user management, security policies, SSO/SAML setup, compliance, and tenant optimization.

Design comprehensive observability for distributed systems — metrics, logs, traces, alerting rules, and dashboards that surface real problems fast.

Optimize post-signup onboarding and user activation — first-run experience, empty states, activation checklists, and time-to-value improvements.

Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding whether to hire or deprioritize, or stress-testing whether upcoming projects fit the people you have.

Create a change management request with impact analysis and rollback plan. Use when proposing a system or process change that needs approval, preparing a change record for CAB review, documenting risk and rollback steps before a deployment, or planning stakeholder communications for a rollout.

Track compliance requirements and audit readiness. Trigger with "compliance", "audit prep", "SOC 2", "ISO 27001", "GDPR", "regulatory requirement", or when the user needs help tracking, preparing for, or documenting compliance activities.

Document a business process — flowcharts, RACI, and SOPs. Use when formalizing a process that lives in someone's head, building a RACI to clarify who owns what, writing an SOP for a handoff or audit, or capturing the exceptions and edge cases of how work actually gets done.

Analyze and improve business processes. Trigger with "this process is slow", "how can we improve", "streamline this workflow", "too many steps", "bottleneck", or when the user describes an inefficient process they want to fix.

Identify, assess, and mitigate operational risks. Trigger with "what are the risks", "risk assessment", "risk register", "what could go wrong", or when the user is evaluating risks associated with a project, vendor, process, or decision.

Create or update an operational runbook for a recurring task or procedure. Use when documenting a task that on-call or ops needs to run repeatably, turning tribal knowledge into exact step-by-step commands, adding troubleshooting and rollback steps to an existing procedure, or writing escalation paths for when things go wrong.

Generate a status report with KPIs, risks, and action items. Use when writing a weekly or monthly update for leadership, summarizing project health with green/yellow/red status, surfacing risks and decisions that need stakeholder attention, or turning a pile of project tracker activity into a readable narrative.

Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two vendors side-by-side, or building a TCO breakdown and negotiation points before procurement sign-off.

An 8-dimension organizational health check — identifies dysfunction, misalignment, and capability gaps before they become crises.

Optimize any marketing page for conversion — homepage, landing pages, pricing, feature pages. Audit, recommend, and rewrite for higher conversion rates.

Plan and optimize paid advertising on Google, Meta, LinkedIn, and other platforms — campaign structure, audience targeting, bidding strategy, and ROAS optimization.

Create and optimize in-app paywalls, upgrade modals, and feature gates — convert free users to paid with the right message at the right moment.

Anthropic's official PDF skill for reading, extracting, and working with PDF-based documents.

Profile and optimize application performance — CPU, memory, network, and database bottlenecks identified and fixed with measurable improvements.

Production-grade Playwright test suites — test generation, flaky test diagnosis, migration from Cypress, and E2E coverage strategy.

Create and optimize popups, exit-intent overlays, slide-ins, and banners for lead capture, announcements, and conversion goals.

Anthropic's presentation skill for reading, generating, and improving PowerPoint slide decks.

Expert pull request reviews — code quality, architectural impact, test coverage, security implications, and developer-friendly feedback.

Design pricing tiers, value metrics, and packaging — willingness-to-pay research, Van Westendorp analysis, and monetization strategy for SaaS and software.

Define KPIs, build product dashboards, set up funnel analysis, and translate data into product decisions — metrics that actually drive the product forward.

Validate opportunities before building — assumption mapping, Jobs-to-be-Done interviews, opportunity trees, and lightweight discovery frameworks.

Create a competitive analysis brief for one or more competitors or a feature area. Use when informing product strategy or feature prioritization, building sales battle cards, prepping board or investor materials, or deciding where to differentiate vs. achieve parity.

Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden spike or drop, comparing performance against targets, or turning raw numbers into a scorecard with recommended actions.

Update, create, or reprioritize your product roadmap. Use when adding a new initiative and deciding what moves to make room, shifting priorities after new information comes in, moving timelines due to a dependency slip, or building a Now/Next/Later view from scratch.

Plan a sprint — scope work, estimate capacity, set goals, and draft a sprint plan. Use when kicking off a new sprint, sizing a backlog against team availability (accounting for PTO and meetings), deciding what's P0 vs. stretch, or handling carryover from the last sprint.

Generate a stakeholder update tailored to audience and cadence. Use when writing a weekly or monthly status for leadership, announcing a launch, escalating a risk or blocker, or translating the same progress into exec-brief, engineering-detail, or customer-facing versions.

Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support tickets to make sense of, need to extract themes and rank findings by frequency and impact, or want to turn raw feedback into roadmap recommendations.

Write a feature spec or PRD from a problem statement or feature idea. Use when turning a vague idea or user request into a structured document, scoping a feature with goals and non-goals, defining success metrics and acceptance criteria, or breaking a big ask into a phased spec.

RICE prioritization, customer interview frameworks, PRD writing, and product discovery workflows — a complete PM toolkit in one skill.

OKR cascade generation, strategic alignment scoring, and five strategic frameworks for product planning — from vision to quarterly initiatives.

Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base.

Initialize the productivity system and open the dashboard. Use when setting up the plugin for the first time, bootstrapping working memory from your existing task list, or decoding the shorthand (nicknames, acronyms, project codenames) you use in your todos.

Simple task management using a shared TASKS.md file. Reference this when the user asks about their tasks, wants to add/complete tasks, or needs help tracking commitments.

Sync tasks and refresh memory from your current activity. Use when pulling new assignments from your project tracker into TASKS.md, triaging stale or overdue tasks, filling memory gaps for unknown people or projects, or running a comprehensive scan to catch todos buried in chat and email.

Build SEO-driven pages at scale using templates and data — location pages, comparison pages, integration pages, and other high-volume keyword strategies.

Optimize AI prompts for marketing use cases — better briefs, more consistent outputs, chain-of-thought for complex content, and prompt templates for marketing teams.

Conduct ISO 13485 internal quality management system audits — audit planning, process evaluation, nonconformance reports, and certification support.

Manage regulatory documentation and document control systems — SOPs, work instructions, technical files, and version-controlled document management per ISO standards.

Quality Management Representative accountability — QMS governance, management review facilitation, compliance dashboards, and overall quality system ownership.

Implement and maintain ISO 13485 quality management systems for medical devices — gap analysis, process design, procedure writing, and certification readiness.

A Composio community skill for selecting winners fairly from lists, sheets, and giveaway entries.

Design referral and affiliate programs — incentive structure, reward mechanics, viral loop design, and growth optimization for word-of-mouth growth.

Lead regulatory strategy for medical devices — FDA submissions, EU MDR market access, regulatory pathway selection, and global market entry planning.

Manage software releases end to end — release checklists, versioning strategy, changelog generation, rollback plans, and stakeholder communication.

Align sales, marketing, and customer success operations — pipeline health, forecasting accuracy, GTM efficiency metrics, and RevOps infrastructure.

Implement ISO 14971 risk management for medical devices — FMEA, fault tree analysis, benefit-risk assessments, and risk management file maintenance.

Write clear release notes, stakeholder roadmap updates, and product announcements — communicate what shipped, what's coming, and why it matters.

Generate clear operational runbooks — step-by-step procedures for deployments, incident response, disaster recovery, and routine maintenance tasks.

Master SaaS financial health — ARR, MRR, churn, LTV, CAC payback, magic number, and Rule of 40. Understand what your metrics are telling you and what to fix.

Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM. Trigger with "research [company]", "look up [person]", "intel on [prospect]", "who is [name] at [company]", or "tell me about [company]".

Prepare for a sales call with account context, attendee research, and suggested agenda. Works standalone with user input and web research, supercharged when you connect your CRM, email, chat, or transcripts. Trigger with "prep me for my call with [company]", "I'm meeting with [company] prep me", "call prep [company]", or "get me ready for [meeting]".

Process call notes or a transcript — extract action items, draft follow-up email, generate internal summary. Use when pasting rough notes or a transcript after a discovery, demo, or negotiation call, drafting a customer follow-up, logging the activity for your CRM, or capturing objections and next steps for your team.

Research your competitors and build an interactive battlecard. Outputs an HTML artifact with clickable competitor cards and a comparison matrix. Trigger with "competitive intel", "research competitors", "how do we compare to [competitor]", "battlecard for [competitor]", or "what's new with [competitor]".

Generate tailored sales assets (landing pages, decks, one-pagers, workflow demos) from your deal context. Describe your prospect, audience, and goal — get a polished, branded asset ready to share with customers.

Start your day with a prioritized sales briefing. Works standalone when you tell me your meetings and priorities, supercharged when you connect your calendar, CRM, and email. Trigger with "morning briefing", "daily brief", "what's on my plate today", "prep my day", or "start my day".

Research a prospect then draft personalized outreach. Uses web research by default, supercharged with enrichment and CRM. Trigger with "draft outreach to [person/company]", "write cold email to [prospect]", "reach out to [name]".

Technical sales support — RFP analysis, feature comparison matrices, POC planning, and translating technical capabilities into business value for enterprise deals.

Generate a weighted sales forecast with best/likely/worst scenarios, commit vs. upside breakdown, and gap analysis. Use when preparing a quarterly forecast call, assessing gap-to-quota from a pipeline CSV, deciding which deals to commit vs. call upside, or checking pipeline coverage against your number.

Analyze pipeline health — prioritize deals, flag risks, get a weekly action plan. Use when running a weekly pipeline review, deciding which deals to focus on this week, spotting stale or stuck opportunities, auditing for hygiene issues like bad close dates, or identifying single-threaded deals.

Multi-variable adversity modeling — simulate compounding crises (funding fails + churn spikes + key hire leaves) and build pre-planned response strategies.

Add and optimize structured data for rich snippets — JSON-LD implementation for FAQ, Product, Review, Organization, and other schema types.

Sprint planning, agile ceremonies facilitation, backlog management, and velocity tracking — an expert Scrum Master in your workflow.

Design system architecture with C4 and sequence diagrams, write Architecture Decision Records, evaluate tech stacks, and guide architectural trade-offs.

REST and GraphQL API development, database schema optimization, authentication patterns, and backend architecture decisions from a senior engineer.

Object detection, image segmentation, visual AI model implementation, and computer vision pipeline design from a senior engineer perspective.

ETL/ELT pipeline design, data warehouse architecture, dbt transformations, and data infrastructure at scale from a senior data engineer.

Data analysis, statistical modeling, ML experiment design, and insights generation — a senior data scientist perspective on your data problems.

CI/CD pipeline design, Infrastructure as Code, containerization with Docker and Kubernetes, and deployment automation from a senior DevOps perspective.

React and Next.js component development, bundle optimization, performance tuning, and accessibility best practices from a senior engineer perspective.

End-to-end project scaffolding with Next.js, FastAPI, MERN, and Django — full-stack code quality analysis and frontend-backend integration.

Machine learning model implementation, training pipelines, evaluation frameworks, and MLOps — production ML engineering from an expert perspective.

Portfolio management, risk analysis, stakeholder alignment, and project governance from a senior PM perspective — for complex multi-team initiatives.

LLM prompt design, chain-of-thought optimization, few-shot example selection, and systematic prompt testing — get the most out of any AI model.

Jest and React Testing Library test authoring, test coverage analysis, and Playwright E2E test scaffolding from a senior QA engineer perspective.

SAST/DAST scanning automation, CVE triage and remediation, GDPR and SOC2 compliance workflows, and security operations from a senior SecOps perspective.

Threat modeling, penetration testing guidance, zero-trust architecture design, and security code review from a senior security engineering perspective.

Optimize signup, registration, and trial activation flows — reduce friction, improve step completion, and increase activation from first visit.

Design URL hierarchy, information architecture, and navigation structure for SEO and user experience — sitemaps, internal linking strategy, and page taxonomy.

Anthropic's official meta-skill for designing and packaging new skills more systematically.

A Composio community skill for packaging, sharing, and distributing skills more cleanly across teams or communities.

Anthropic's media skill for creating animated GIFs that fit Slack constraints and team-sharing workflows.

Analyze social media campaign performance — engagement rates, audience growth, content performance, and platform-specific optimization recommendations.

Plan and manage social media strategy — content calendars, channel mix, community management, brand voice, and monthly performance reviews.

Cascade strategy from vision to team-level execution — OKRs, initiative mapping, alignment verification, and gap identification across the organization.

Stripe payments, subscriptions, webhooks, and billing workflows — from checkout to dunning, built correctly the first time.

A Composio community skill for adapting resumes to specific job descriptions and highlighting the most relevant experience.

A step-by-step guide and live coding partner for test-driven development — write failing tests first, then implement just enough code to pass.

Scan a codebase for technical debt, categorize by severity and effort, and produce a prioritized remediation roadmap with business impact estimates.

Systematic technology selection — compare stacks on TCO, team fit, scalability, and ecosystem maturity, then get a clear recommendation with rationale.

Anthropic's official theming and design-oriented skill for exploring visual systems and style directions.

A Composio community skill for improving tweets based on public Twitter/X algorithm insights and engagement patterns.

Generate design tokens, typography scales, spacing grids, and responsive breakpoints — build or document a production-ready design system.

Build user personas, journey maps, testing protocols, and empathy maps — structured UX research and design thinking from an expert researcher.

A Composio community skill for downloading videos for offline use, editing, or analysis workflows.

Anthropic's official skill for creating web-facing artifacts and structured frontend outputs.

Grow an X/Twitter audience — profile optimization, content hooks, thread frameworks, engagement tactics, and follower growth strategies.

Anthropic's spreadsheet skill for working with Excel files, formulas, data transformations, and chart-friendly workflows.