harsh040506
210 verified skills420 total stars
internal-comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
development2
slack-gif-creator
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."
tools2
ticket-triage
Triage incoming support tickets by categorizing issues, assigning priority (P1-P4), and recommending routing. Use when a new ticket or customer issue comes in, when assessing severity, or when deciding which team should handle an issue.
development2
data-visualization
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.
development2
task-management
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.
tools2
interview-prep
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.
tools2
competitive-analysis
Research competitors and compare positioning, messaging, content strategy, and market presence. Use when analyzing a competitor, building battlecards, identifying content gaps, comparing feature messaging, or preparing competitive positioning recommendations.
development2
process-optimization
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.
testing2
risk-assessment
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.
development2
metrics-tracking
Define, track, and analyze product metrics with frameworks for goal setting and dashboard design. Use when setting up OKRs, building metrics dashboards, running weekly metrics reviews, identifying trends, or choosing the right metrics for a product area.
development2
stakeholder-comms
Draft stakeholder updates tailored to audience — executives, engineering, customers, or cross-functional partners. Use when writing weekly status updates, monthly reports, launch announcements, risk communications, or decision documentation.
testing2
call-prep
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]".
development2
compose-outreach
Generate personalized outreach messages using Common Room signals. Triggers on 'draft outreach to [person]', 'write an email to [name]', 'compose a message for [contact]', or any outreach drafting request.
documentation2
prospect
Build targeted account or contact lists using Common Room's Prospector. Triggers on 'find companies that match [criteria]', 'build a prospect list', 'find contacts at [type of company]', 'show me companies hiring [role]', or any list-building request.
development2
competitive-intelligence
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]".
tools2
create-an-asset
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.
development2
daily-briefing
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".
data-ai2
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
testing2
guideline-generation
This skill generates, creates, or builds brand voice guidelines from source materials. It should be used when the user asks to "generate brand guidelines", "create a style guide", "extract brand voice", "create guidelines from calls", "consolidate brand materials", "analyze my sales calls for brand voice", "build a brand playbook from documents", "synthesize a voice and tone guide", or uploads brand documents, transcripts, or meeting recordings for brand analysis. Also triggers when the user has a discovery report and wants to convert it into actionable guidelines.
development2
ux-writing
Write effective microcopy for user interfaces. Trigger with "write copy for", "help with UX copy", "what should this button say", "error message for", "empty state copy", or when the user needs help with any interface text.
documentation2
design-handoff
Create comprehensive developer handoff documentation from designs. Trigger with "handoff to engineering", "developer specs", "implementation notes", "design specs for developers", or when a design needs to be translated into detailed implementation guidance.
development2
microinteraction-library
This skill should be used when the user needs production-ready animation patterns for specific UI states or feedback moments. Trigger when the user mentions "loading state", "skeleton screen", "loading spinner", "error animation", "error shake", "success animation", "success checkmark", "form feedback", "button loading state", "checkbox animation", "toggle animation", "notification badge", "like animation", "copy to clipboard feedback", "progress indicator", "toast notification animation", or wants to add "polish" or "juice" to individual UI components. Also trigger when the user asks how to animate specific component states (empty state, error state, success state, pending state).
tools2
motion-accessibility
This skill should be used when the user needs to make animations safe and compliant for users with motion sensitivities, or wants to audit existing animations for accessibility. Trigger when the user mentions "prefers-reduced-motion", "vestibular disorder", "motion sensitivity", "WCAG animation", "WCAG 2.3.1", "seizure threshold", "flashing content", "parallax accessibility", "dizzy from animation", "animation causes nausea", "motion a11y", "reduce motion", "animation accessibility audit", or asks how to make their animations WCAG compliant. Also trigger when the user is working on a medical, government, or high-compliance product and mentions any animation, or when accessibility is mentioned alongside motion design.
development2
design-critique
Evaluate designs for usability, visual hierarchy, consistency, and adherence to design principles. Trigger with "what do you think of this design", "give me feedback on", "critique this", "review this mockup", or when the user shares a design and asks for opinions.
testing2
generative-models
This skill should be used when the user asks about "generative models", "diffusion models", "DDPM", "DDIM", "stable diffusion", "GANs", "GAN training", "generator", "discriminator", "mode collapse", "FID score", "language models", "LLM", "GPT", "transformer", "text generation", "image generation", "ELBO", "score matching", "latent diffusion", "variational autoencoder", "VAE", "CLIP", "multimodal generation", or when building any system that generates novel data samples.
tools2
self-healing-models
This skill should be used when the user asks about "concept drift", "data drift", "model degradation", "model staleness", "production model monitoring", "self-healing", "automatic retraining", "shadow model", "champion-challenger", "blue-green deployment", "canary deployment", "Kolmogorov-Smirnov test", "PSI", "Population Stability Index", "model refresh", "continuous learning", "online learning", or when a production model's performance has degraded over time due to distribution shift.
development2
engineering/auth-security/skills/authorization-patterns
This skill should be used when the user asks to "implement RBAC", "add authorization", "design permissions", "restrict access by role", or "set up access control". Also trigger for "who can do what", "implement policy enforcement", "attribute-based access control", "ABAC", or when the user needs to model permissions for resources, actions, or tenants.
testing2
root-cause-analysis
This skill should be used when the user describes a bug, error, crash, or unexpected behavior and asks why it's happening. Trigger on "why is this happening", "what's causing this", "root cause", "5 whys", "RCA", "debug this error", "investigate this bug", "figure out why", "trace this issue", or when the user pastes an error message, stack trace, exception, or describes incorrect behavior. Also trigger for "how do I fix this", "my code isn't working", "something is wrong with", or "this is broken". This skill applies to any language, framework, or system.
development2
testing-strategy
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.
testing2
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
tools2
reconciliation
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.
development2
finance/equity-research/catalyst-calendar
# Catalyst Calendar description: Build and maintain a calendar of upcoming catalysts across a coverage universe — earnings dates, conferences, product launches, regulatory decisions, and macro events. Helps prioritize attention and position ahead of events. Triggers on "catalyst calendar", "upcoming events", "what's coming up", "earnings calendar", "event calendar", or "catalyst tracker". ## Workflow ### Step 1: Define Coverage Universe - List of companies to track (tickers or names) - Secto
development2
earnings-analysis
Create professional equity research earnings update reports (8-12 pages, 3,000-5,000 words) analyzing quarterly results for companies already under coverage. Fast-turnaround format focusing on beat/miss analysis, key metrics, updated estimates, and revised thesis. Includes 1-3 summary tables and 8-12 charts. Use when user requests "earnings update", "quarterly update", "earnings analysis", "Q1/Q2/Q3/Q4 results", or post-earnings report.
development2
initiating-coverage
Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation analysis, (4) chart generation, (5) final report assembly. Each task produces specific deliverables (markdown docs, Excel models, charts, or DOCX reports). Tasks 3-5 have dependencies on earlier tasks.
testing2
finance/equity-research/morning-note
# Morning Note description: Draft concise morning meeting notes summarizing overnight developments, trade ideas, and key events for coverage stocks. Designed for the 7am morning meeting format — tight, opinionated, actionable. Triggers on "morning note", "morning meeting", "what happened overnight", "trade idea", "morning call prep", or "daily note". ## Workflow ### Step 1: Overnight Developments Scan for relevant events across coverage universe: **Earnings & Guidance** - Any coverage compa
development2
comps-analysis
Build institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format. **Perfect for:** - Public company valuation (M&A, investment analysis) - Benchmarking performance vs. industry peers - Pricing IPOs or funding rounds - Identifying valuation outliers (over/under-valued) - Supporting investment committee presentations - Creating sector overview reports **Not ideal for:** - Private companies without comparable public peers - Highly diversified conglomerates - Distressed/bankrupt companies - Pre-revenue startups - Companies with unique business models
development2
finance/investment-banking/buyer-list
# Buyer List description: Build and organize a universe of potential acquirers for sell-side M&A processes. Identifies strategic and financial buyers, assesses fit, and prioritizes outreach. Use when preparing for a sell-side mandate, building a buyer universe, or evaluating potential partners. Triggers on "buyer list", "buyer universe", "potential acquirers", "who would buy this", "strategic buyers", or "financial sponsors". ## Workflow ### Step 1: Understand the Target - Company descriptio
development2
finance/investment-banking/deal-tracker
# Deal Tracker description: Track multiple live deals with milestones, deadlines, action items, and status updates. Maintains a deal pipeline view and surfaces upcoming deadlines and overdue items. Use when managing a book of business, tracking process milestones, or preparing for weekly deal reviews. Triggers on "deal tracker", "deal status", "where are we on", "process update", "deal pipeline", or "weekly deal review". ## Workflow ### Step 1: Deal Setup For each deal, capture: - **Deal nam
devops2
finance/investment-banking/teaser
# Teaser description: Draft anonymous one-page company teasers for sell-side M&A processes. Creates a compelling summary without revealing the company's identity, designed to gauge buyer interest before NDA execution. Triggers on "teaser", "blind teaser", "anonymous profile", "one-pager for process", or "draft teaser for sell-side". ## Workflow ### Step 1: Gather Inputs - Company description (what they do, how they make money) - Sector / industry - Key financial metrics: revenue, EBITDA, gro
testing2
finance/private-equity/dd-meeting-prep
# Diligence Meeting Prep description: Prepare for due diligence meetings — management presentations, expert network calls, customer references, and advisor sessions. Generates targeted question lists, benchmarks to reference, and red flags to probe. Use before any diligence meeting or call. Triggers on "prep for management meeting", "diligence call prep", "expert call questions", "customer reference questions", or "meeting prep for [company]". ## Workflow ### Step 1: Meeting Context Ask the
business2
finance/private-equity/portfolio-monitoring
# Portfolio Monitoring description: Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update". ## Workflow ### Step
testing2
compliance
Navigate privacy regulations (GDPR, CCPA), review DPAs, and handle data subject requests. Use when reviewing data processing agreements, responding to data subject access or deletion requests, assessing cross-border data transfer requirements, or evaluating privacy compliance.
data-ai2
meeting-briefing
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.
development2
claude-automation-recommender
Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.
tools2
cowork-plugin-customizer
Customize a Claude Code plugin for a specific organization's tools and workflows. Use when: customize plugin, set up plugin, configure plugin, tailor plugin, adjust plugin settings, customize plugin connectors, customize plugin skill, customize plugin command, tweak plugin, modify plugin configuration.
tools2
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
content-media2
architecture-search
This skill should be used when the user asks about "neural architecture search", "NAS", "architecture design", "model selection", "Pareto analysis", "proxy metrics", "zero-cost NAS", "search space design", "DARTS", "ENAS", "EfficientNet", "architecture efficiency", "FLOP count", "parameter count", "model capacity", or when deciding which model family to use for a given task and constraint set.
testing2
engineering/auth-security/skills/authentication-patterns
This skill should be used when the user asks to "implement authentication", "add JWT", "set up OAuth", "handle sessions", or "design login flow". Also trigger for "how do I authenticate users", "implement SSO", "add MFA", "configure API keys", or when the user needs to choose between authentication strategies.
development2
bond-futures-basis
Analyze the bond futures basis by pricing futures, identifying the cheapest-to-deliver, and comparing with yield curves to assess delivery option value and basis trading opportunities. Use when analyzing bond futures, computing the basis, identifying CTD bonds, calculating implied repo rates, or evaluating basis trades.
testing2
claude-opus-4-5-migration
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.
development2
finance/wealth-management/client-report
# Client Report description: Generate professional client-facing performance reports with portfolio returns, allocation breakdowns, and market commentary. Suitable for quarterly or annual distribution. Triggers on "client report", "performance report", "quarterly report for [client]", "generate reports", or "client statement". ## Workflow ### Step 1: Report Parameters - **Client name** and household - **Reporting period**: Quarter, YTD, annual, custom range - **Accounts**: All accounts or sp
tools2
create-cowork-plugin
Guide users through creating a new plugin from scratch in a cowork session. Use when users want to create a plugin, build a plugin, make a new plugin, develop a plugin, scaffold a plugin, start a plugin from scratch, or design a plugin. This skill requires Cowork mode with access to the outputs directory for delivering the final .plugin file.
tools2
competitive-analysis
Framework for competitive landscape analysis across any industry. Use when creating competitor analysis, market positioning assessments, investment memos, strategic reviews, or any analysis requiring systematic evaluation of competitive dynamics. Triggers include requests for competitive landscape decks, peer comparisons, market structure analysis, strategic positioning assessments, and investment recommendations.
development2
graphql-api-design
This skill should be used when the user asks about "GraphQL", "GraphQL schema", "GraphQL query", "GraphQL mutation", "GraphQL subscription", "resolvers", "type definitions", "SDL", "schema definition language", "DataLoader", "N+1 in GraphQL", "GraphQL pagination", "GraphQL fragments", "directives", "federation", "Apollo", "Relay", "schema stitching", "schema federation", "persisted queries", or "GraphQL vs REST". Also trigger for "how do I design this GraphQL type", "how to batch GraphQL requests", "why are my GraphQL queries slow", or "how to paginate in GraphQL".
development2
finance/investment-banking/merger-model
# Merger Model description: Build accretion/dilution analysis for M&A transactions. Models pro forma EPS impact, synergy sensitivities, and purchase price allocation. Use when evaluating a potential acquisition, preparing merger consequences analysis for a pitch, or advising on deal terms. Triggers on "merger model", "accretion dilution", "M&A model", "pro forma EPS", "merger consequences", or "deal impact analysis". ## Workflow ### Step 1: Gather Inputs **Acquirer:** - Company name, current
development2
migrations
This skill should be used when the user asks about "database migration", "schema migration", "ALTER TABLE", "adding a column", "dropping a column", "renaming a column", "changing column type", "adding an index", "dropping an index", "zero-downtime migration", "blue-green migration", "expand-contract", "backfill", "lock contention", "table lock", "migration strategy", "forward migration", "rollback migration", "Flyway", "Liquibase", "Alembic", "Prisma migrate", "Rails migration", "Django migration". Also trigger for "how do I safely rename a column", "how to add NOT NULL constraint without downtime", "my migration is locking the table", or "apply migration without downtime".
development2
finance/private-equity/unit-economics
# Unit Economics Analysis description: Analyze unit economics for PE targets — ARR cohorts, LTV/CAC, net retention, payback periods, revenue quality, and margin waterfall. Essential for software/SaaS, recurring revenue, and subscription businesses. Use when evaluating revenue quality, building a cohort analysis, or assessing customer economics. Triggers on "unit economics", "cohort analysis", "ARR analysis", "LTV CAC", "net retention", "revenue quality", or "customer economics". ## Workflow #
development2
scientific-problem-selection
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".
testing2
single-cell-rna-qc
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.
testing2
customer-research
Research customer questions by searching across documentation, knowledge bases, and connected sources, then synthesize a confidence-scored answer. Use when a customer asks a question you need to investigate, when building background on a customer situation, or when you need account context.
development2
knowledge-management
Write and maintain knowledge base articles from resolved support issues. Use when a ticket has been resolved and the solution should be documented, when updating existing KB articles, or when creating how-to guides, troubleshooting docs, or FAQ entries.
documentation2
response-drafting
Draft professional, empathetic customer-facing responses adapted to the situation, urgency, and channel. Use when responding to customer tickets, escalations, outage notifications, bug reports, feature requests, or any customer-facing communication.
testing2
data-context-extractor
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our warehouse", "Help me create a skill for our database", "Generate a data skill for [company]" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: "Add context about [domain]", "The skill needs more info about [topic]", "Update the data skill with [metrics/tables/terminology]", "Improve the [domain] reference" → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns.
testing2
statistical-analysis
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.
testing2
design-system-management
Manage design tokens, component libraries, and pattern documentation. Trigger with "design system", "component library", "design tokens", "style guide", or when the user asks about maintaining consistency across designs.
development2
documentation
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.
development2
tech-debt
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.
development2
audit-support
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.
testing2
people-analytics
Analyze workforce data — attrition, engagement, diversity, and productivity. Trigger with "attrition rate", "turnover analysis", "diversity metrics", "engagement data", "retention risk", or when the user wants to understand workforce trends from HR data.
data-ai2
enrich-lead
Instant lead enrichment. Drop a name, company, LinkedIn URL, or email and get the full contact card with email, phone, title, company intel, and next actions.
data-ai2
sequence-load
Find leads matching criteria and bulk-add them to an Apollo outreach sequence. Handles enrichment, contact creation, deduplication, and enrollment in one flow.
data-ai2
discover-brand
This skill orchestrates autonomous discovery of brand materials across enterprise platforms (Notion, Confluence, Google Drive, Box, SharePoint, Figma, Gong, Granola, Slack). It should be used when the user asks to "discover brand materials", "find brand documents", "search for brand guidelines", "audit brand content", "what brand materials do we have", "find our style guide", "where are our brand docs", "do we have a style guide", "discover brand voice", "brand content audit", or "find brand assets".
development2
weekly-prep-brief
Generate a comprehensive weekly briefing for all external calls in the next 7 days. Triggers on 'weekly prep brief', 'prepare my week', 'what calls do I have this week', 'Monday prep', or any weekly planning request.
tools2
slack-search
Guidance for effectively searching Slack to find messages, files, channels, and people
business2
hook-development
This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides comprehensive guidance for creating and implementing Claude Code plugin hooks with focus on advanced prompt-based hooks API.
tools2
stripe-best-practices
Best practices for building Stripe integrations. Use when implementing payment processing, checkout flows, subscriptions, webhooks, Connect platforms, or any Stripe API integration.
development2
pitch-deck
Populates investment banking pitch deck templates with data from source files. Use when: user provides a PowerPoint template to fill in, user has source data (Excel/CSV) to populate into slides, user mentions populating or filling a pitch deck template, or user needs to transfer data into existing slide layouts. Not for creating presentations from scratch.
data-ai2
finance/wealth-management/investment-proposal
# Investment Proposal description: Create professional investment proposals for prospective clients. Covers the firm's approach, proposed allocation, expected outcomes, and fee structure. Use when pitching new clients or presenting a new investment strategy. Triggers on "investment proposal", "prospect presentation", "pitch new client", "proposal for [client]", or "new client presentation". ## Workflow ### Step 1: Prospect Context Gather: - **Prospect name** and household details - **Current
tools2
xlsx
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
development2
gesture-motion-designer
This skill should be used when the user wants to implement gesture-driven interactions or motion that responds to touch or pointer input. Trigger when the user mentions "swipe to dismiss", "drag to reorder", "pinch to zoom", "long press", "drag gesture", "touch event", "pan gesture", "flick or fling motion", "momentum-based animation", "spring on release", "pull to refresh", "swipeable card", "draggable element", or wants an interaction to "feel like iOS", "feel native", or "track my finger". Also trigger when the user asks how to handle gesture velocity, inertia, or dismiss thresholds.
testing2
scroll-animation-builder
This skill should be used when the user wants animations that are triggered by or linked to scroll position. Trigger when the user mentions "scroll animation", "scroll-triggered", "on scroll", "scroll reveal", "fade in on scroll", "parallax", "horizontal scroll", "sticky section", "scroll-linked animation", "pin section on scroll", "scroll progress", "Intersection Observer", "GSAP ScrollTrigger", "useScroll Framer Motion", or wants elements to animate as the user scrolls. Also trigger when the user asks about "hero animation", "scroll storytelling", or mentions a landing page needs to feel "alive while scrolling".
development2
timeline-choreographer
This skill should be used when the user needs to orchestrate multiple elements animating in sequence or with complex timing relationships. Trigger when the user mentions "stagger animations", "animation sequence", "choreograph animations", "elements animate one after another", "staggered reveal", "delay between animations", "GSAP timeline", "Framer Motion variants", "animation timing", "orchestrate", "50ms stagger", or has a component where multiple elements need to animate in a specific order. Also trigger when the user says an animation "looks like everything explodes at once" or wants a more "coordinated" or "sequential" entrance.
testing2
ml-theory
This skill should be used when the user asks about "loss functions", "gradient descent", "backpropagation", "vanishing gradients", "regularization", "bias-variance tradeoff", "statistical learning theory", "PAC learning", "VC dimension", "overfitting", "underfitting", "cross-entropy loss", "KL divergence", "ELBO", "maximum likelihood estimation", "Bayesian inference", or any foundational mathematical concepts underlying machine learning models and optimization.
data-ai2
reinforcement-learning
This skill should be used when the user asks about "reinforcement learning", "RL", "reward function", "policy gradient", "PPO", "SAC", "DQN", "Q-learning", "actor-critic", "MDP", "Markov decision process", "environment design", "reward shaping", "exploration strategy", "experience replay", "multi-agent RL", "RLHF", "reward hacking", or when training an agent to interact with an environment to maximize cumulative reward.
development2
ml-engineering
This skill should be used when the user asks about "machine learning", "deep learning", "neural network", "train a model", "PyTorch", "TensorFlow", "JAX", "scikit-learn", "XGBoost", "LightGBM", "fine-tune", "transfer learning", "model architecture", "loss function", "optimizer", "learning rate", "batch size", "epoch", "overfitting", "underfitting", "regularization", "dropout", "batch normalization", "gradient descent", "backpropagation", "training loop", "validation", "hyperparameter tuning", "Optuna", "Ray Tune", "Weights & Biases", "MLflow", "model checkpoint", "early stopping", "mixed precision", "distributed training", "GPU training", "CUDA", "model serving", "TorchServe", "ONNX", or "model deployment". Also trigger for "my model isn't converging", "loss is NaN", "training is slow", "model is overfitting", or "how do I improve my model accuracy".
testing2
rest-api-design
This skill should be used when the user asks about "REST API", "API design", "endpoint design", "HTTP methods", "status codes", "API versioning", "CRUD endpoints", "RESTful", "API conventions", "pagination", "cursor pagination", "offset pagination", "resource naming", "URL design", "API specification", "OpenAPI", "Swagger", "API contract", "request body", "response schema". Also trigger for "how should I design this API", "what status code should I use", "how to version an API", "is this good API design", "review my endpoint", or "how to structure my routes".
development2
query-optimization
This skill should be used when the user asks about "slow query", "query optimization", "EXPLAIN", "EXPLAIN ANALYZE", "query plan", "sequential scan", "index scan", "index-only scan", "bitmap scan", "N+1 query", "JOIN performance", "subquery vs JOIN", "CTE performance", "window functions", "GROUP BY performance", "ORDER BY performance", "LIMIT OFFSET", "pagination query", "full-text search", "query rewrite", "missing index", "unused index", "covering index", "partial index", "composite index", "statistics", "autovacuum", "table bloat", "VACUUM", "ANALYZE", "pg_stat_statements", "slow log". Also trigger for "this query is slow", "how can I speed up this query", "my database is slow", "query takes too long", or "how to avoid N+1".
documentation2
performance-profiling
This skill should be used when the user asks about "performance", "slow", "latency", "bottleneck", "profiling", "flamegraph", "CPU usage", "memory usage", "memory leak", "garbage collection", "GC pressure", "N+1 query", "database slow", "slow query", "index", "EXPLAIN", "benchmark", "load test", "throughput", "RPS", "requests per second", "P99", "percentile latency", "caching", "Redis", "Memcached", "async performance", "event loop lag", "blocking", "thread pool", "connection pool saturation", "heap dump", "heap snapshot", or "optimize". Also trigger for "this is too slow", "users are complaining about speed", "page load is slow", "API is timing out", "why is CPU at 100%", or "memory keeps growing".
development2
swap-curve-strategy
Analyze the interest rate swap curve by pricing swaps at multiple tenors, overlaying government and inflation curves, and identifying curve trade opportunities. Use when analyzing swap curves, computing swap spreads, decomposing real rates, identifying steepener/flattener/butterfly trades, or comparing swap rates across currencies.
development2
3-statements
Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model templates, complete existing model frameworks, populate financial models with data, complete a partially filled IS/BS/CF framework, or link integrated financial statements within an existing template structure. Triggers include requests to fill in, complete, or populate a 3-statement model template
development2
datapack-builder
Build professional financial services data packs from various sources including CIMs, offering memorandums, SEC filings, web search, or MCP servers. Extract, normalize, and standardize financial data into investment committee-ready Excel workbooks with consistent structure, proper formatting, and documented assumptions. Use for M&A due diligence, private equity analysis, investment committee materials, and standardizing financial reporting across portfolio companies. Do not use for simple financial calculations or working with already-completed data packs.
tools2
finance/private-equity/deal-sourcing
# Deal Sourcing description: PE deal sourcing workflow — discover target companies, check CRM for existing relationships, and draft personalized founder outreach emails. Use when sourcing new deals, prospecting companies in a sector, or reaching out to founders. Triggers on "find companies", "source deals", "draft founder email", "check if we've seen this company", or "outreach to founder". ## Workflow This skill follows a 3-step sourcing pipeline: ### Step 1: Discover Companies Research an
testing2
finance/private-equity/returns-analysis
# Returns Analysis description: Build quick IRR/MOIC sensitivity tables for PE deal evaluation. Models returns across entry multiple, leverage, exit multiple, growth, and hold period scenarios. Use when sizing up a deal, stress-testing assumptions, or preparing IC returns exhibits. Triggers on "returns analysis", "IRR sensitivity", "MOIC table", "what's the return at", "model the returns", or "back of the envelope". ## Workflow ### Step 1: Gather Deal Inputs Ask for (or extract from prior an
development2
finance/wealth-management/financial-plan
# Financial Plan description: Build or update a comprehensive financial plan covering retirement projections, education funding, estate planning, and cash flow analysis. Use for new client onboarding, annual plan reviews, or scenario modeling. Triggers on "financial plan", "retirement plan", "can I retire", "education funding", "estate plan", "cash flow analysis", or "plan update". ## Workflow ### Step 1: Client Profile Gather or confirm: - **Demographics**: Age, spouse age, dependents, life
tools2
agent-development
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
tools2
plugin-settings
This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML frontmatter", "per-project plugin settings", or wants to make plugin behavior configurable. Documents the .claude/plugin-name.local.md pattern for storing plugin-specific configuration with YAML frontmatter and markdown content.
tools2
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
tools2
dcf-model
Real DCF (Discounted Cash Flow) model creation for equity valuation. Retrieves financial data from SEC filings and analyst reports, builds comprehensive cash flow projections with proper WACC calculations, performs sensitivity analysis, and outputs professional Excel models with executive summaries. Use when users need to value a company using DCF methodology, request intrinsic value analysis, or ask for detailed financial modeling with growth projections and terminal value calculations.
development2
finance/private-equity/ic-memo
# Investment Committee Memo description: Draft a structured investment committee memo for PE deal approval. Synthesizes due diligence findings, financial analysis, and deal terms into a professional IC-ready document. Use when preparing for investment committee, writing up a deal, or creating a formal recommendation. Triggers on "write IC memo", "investment committee memo", "deal write-up", "prepare IC materials", or "recommendation memo". ## Workflow ### Step 1: Gather Inputs Collect from t
testing2
nextflow-development
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.
development2
api-authentication
This skill should be used when the user asks about "API authentication", "API authorization", "JWT", "JSON Web Token", "access token", "refresh token", "token rotation", "OAuth 2.0", "OAuth flow", "authorization code flow", "client credentials", "PKCE", "API key", "Bearer token", "session authentication", "cookie authentication", "httpOnly cookie", "CSRF", "CORS with credentials", "token expiry", "token refresh", "invalidating tokens", "logout", "revocation", "stateless auth", "stateful auth", "auth middleware", "validate JWT", "sign JWT", "decode JWT". Also trigger for "how do I protect my API routes", "how do I implement login", "should I use JWT or sessions", "how to handle token expiry", or "users being logged out too often".
tools2
prospect
Full ICP-to-leads pipeline. Describe your ideal customer in plain English and get a ranked table of enriched decision-maker leads with emails and phone numbers.
testing2
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
development2
equity-research
Generate comprehensive equity research snapshots combining analyst consensus estimates, company fundamentals, historical prices, and macroeconomic context. Use when researching stocks, comparing estimates to actuals, analyzing company financials, assessing equity valuations, or building investment cases.
development2
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
documentation2
finance/wealth-management/client-review
# Client Review Prep description: Prepare for client review meetings with portfolio performance summary, allocation analysis, talking points, and action items. Pulls together account data into a concise meeting-ready format. Use before quarterly reviews, annual checkups, or ad-hoc client meetings. Triggers on "client review", "meeting prep for [client]", "quarterly review", "prep for [client name]", or "client meeting". ## Workflow ### Step 1: Client Context Gather or look up: - **Client nam
tools2
accessibility-review
Audit designs and code for WCAG 2.1 AA compliance. Trigger with "is this accessible", "accessibility check", "WCAG audit", "can screen readers use this", "color contrast", or when the user asks about making designs or code accessible to all users.
development2
account-research
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]".
tools2
finance/private-equity/deal-screening
# Deal Screening description: Quickly screen inbound deal flow — CIMs, teasers, and broker materials — against the fund's investment criteria. Extracts key deal metrics, runs a pass/fail framework, and outputs a one-page screening memo. Use when reviewing new deal flow, triaging inbound materials, or deciding whether to take a first call. Triggers on "screen this deal", "review this CIM", "should we look at this", "triage this teaser", or "deal screening". ## Workflow ### Step 1: Extract Deal
development2
animation-performance-auditor
This skill should be used when the user's animations feel slow, choppy, or frame-drop. Trigger when the user mentions "animation is janky", "animation is choppy", "dropped frames", "stuttering animation", "animation lags", "smooth on desktop but janky on mobile", "animation causes layout shifts", "scroll is not smooth", "60fps fail", "animation slows down page", "will-change", "GPU acceleration", "how to profile animation", "DevTools performance panel", "Chrome performance tab", or asks why their animation feels slow despite looking correct in code. Also trigger when the user asks about optimizing or auditing existing animations for performance.
tools2
change-management
Plan and execute organizational or technical changes. Trigger with "we're changing", "rolling out", "migration plan", "how do we communicate this change", "change management plan", or when the user is planning a change that affects people, processes, or systems.
databases2
check-deck
Investment banking presentation quality checker. Reviews pitch decks and client-ready presentations for: (1) Number consistency across slides, (2) Data-narrative alignment, (3) Language polish for IB standards, (4) Formatting QC. Use when asked to review, check, or QC any IB presentation, pitch deck, or client materials before delivery.
tools2
check-model
--- name: check-model --- # Model Checker description: Debug and audit financial models for errors — circular references, broken formulas, hardcoded overrides, balance sheet imbalances, cash flow mismatches, and logic gaps. Use when a model isn't tying, producing unexpected results, or before sending to a client or IC. Triggers on "debug model", "model check", "audit model", "model won't balance", "something's off in my model", "check my model", "QA model", or "model review". ## Workflow ###
tools2
bond-relative-value
Perform relative value analysis on bonds by combining pricing, yield curve context, credit spreads, and scenario stress testing. Use when analyzing bond richness/cheapness, computing spread decomposition, comparing bonds, assessing bond value vs curves, or running rate shock scenarios.
testing2
brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
development2
brand-voice
Apply and enforce brand voice, style guide, and messaging pillars across content. Use when reviewing content for brand consistency, documenting a brand voice, adapting tone for different audiences, or checking terminology and style guide compliance.
testing2
brand-voice-enforcement
This skill applies brand guidelines to content creation. It should be used when the user asks to "write an email", "draft a proposal", "create a pitch deck", "write a LinkedIn post", "draft a presentation", "write a Slack message", "draft sales content", or any content creation request where brand voice should be applied. Also triggers on "on-brand", "brand voice", "enforce voice", "apply brand guidelines", "brand-aligned content", "write in our voice", "use our brand tone", "make this sound like us", "rewrite this in our tone", or "this doesn't sound on-brand". Not for generating guidelines from scratch (use guideline-generation) or discovering brand materials (use discover-brand).
documentation2
campaign-planning
Plan marketing campaigns with objectives, audience segmentation, channel strategy, content calendars, and success metrics. Use when launching a campaign, planning a product launch, building a content calendar, allocating budget across channels, or defining campaign KPIs.
development2
canned-responses
Generate templated responses for common legal inquiries and identify when situations require individualized attention. Use when responding to routine legal questions — data subject requests, vendor inquiries, NDA requests, discovery holds — or when managing response templates.
data-ai2
legal-risk-assessment
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.
development2
log-analysis
This skill should be used when the user asks about reading, searching, or analyzing logs. Trigger on "logs", "log message", "log file", "grep logs", "log parsing", "log aggregation", "structured logs", "JSON logs", "log level", "debug log", "error in logs", "warning in logs", "LogQL", "Loki", "Elasticsearch query", "Kibana", "Splunk", "Datadog logs", "Cloudwatch Logs", "log correlation", "trace ID", "request ID", "log shipping", "log rotation", "log sampling", "high-cardinality logging". Also trigger for "I see this error in logs", "what does this log message mean", "how do I find related log entries", or "why is there a spike in errors".
development2
performance-analytics
Analyze marketing performance with key metrics, trend analysis, and optimization recommendations. Use when building performance reports, reviewing campaign results, analyzing channel metrics (email, social, paid, SEO), or identifying what's working and what needs improvement.
development2
ci-cd-pipelines
This skill should be used when the user asks about "CI/CD", "GitHub Actions", "GitLab CI", "CircleCI", "Jenkins", "pipeline", "workflow yaml", "build pipeline", "deployment pipeline", "automated testing in CI", "build cache", "artifact", "deployment gate", "canary deploy in pipeline", "blue-green pipeline", "rolling deploy", "environment promotion", "pipeline stages", "branch strategy", "trunk-based development", "feature flags", "release pipeline", or "continuous integration". Also trigger for "why is my CI slow", "pipeline failing", "build taking too long", or "how do I add a deploy step".
development2
finance/investment-banking/cim-builder
# CIM Builder description: Structure and draft a Confidential Information Memorandum for sell-side M&A processes. Organizes company information into a professional, investor-ready document with consistent formatting and narrative flow. Use when preparing sell-side materials, drafting a CIM, or organizing company data for a sale process. Triggers on "CIM", "confidential information memorandum", "offering memorandum", "info memo", "draft CIM", or "sell-side materials". ## Workflow ### Step 1: G
development2
claude-api
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.
development2
claude-md-improver
Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates, outputs quality report, then makes targeted updates. Also use when the user mentions "CLAUDE.md maintenance" or "project memory optimization".
testing2
docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
development2
close-management
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.
testing2
code-review
Review code for bugs, security vulnerabilities, performance issues, and maintainability. Trigger with "review this code", "check this PR", "look at this diff", "is this code safe?", or when the user shares code and asks for feedback.
development2
command-development
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
development2
account-research
Research a company using Common Room data. Triggers on 'research [company]', 'tell me about [domain]', 'pull up signals for [account]', 'what's going on with [company]', or any account-level question.
development2
call-prep
Prepare for a customer or prospect call using Common Room signals. Triggers on 'prep me for my call with [company]', 'prepare for a meeting with [company]', 'what should I know before talking to [company]', or any call preparation request.
tools2
contact-research
Research a specific person using Common Room data. Triggers on 'who is [name]', 'look up [email]', 'research [contact]', 'is [name] a warm lead', or any contact-level question.
testing2
compensation-benchmarking
Benchmark compensation against market data. Trigger with "what should we pay", "comp benchmark", "market rate for", "salary range for", "is this offer competitive", or when the user needs help evaluating or setting compensation levels.
data-ai2
competitive-analysis
Analyze competitors with feature comparison matrices, positioning analysis, and strategic implications. Use when researching a competitor, comparing product capabilities, assessing competitive positioning, or preparing a competitive brief for product strategy.
research2
compliance-tracking
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.
testing2
content-creation
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.
development2
model-evaluation
This skill should be used when the user asks about "evaluate a model", "model evaluation", "evaluation metrics", "accuracy", "precision", "recall", "F1 score", "AUROC", "AUC-ROC", "confusion matrix", "BLEU", "ROUGE", "BERTScore", "model bias", "fairness metrics", "slice analysis", "error analysis", "calibration", "reliability diagram", "expected calibration error", "A/B test model", "shadow deployment", "champion-challenger", "offline evaluation", "online evaluation", "benchmark", "regression metrics", "MAE", "RMSE", "R squared", "model performance", "why is my model bad", or "production model monitoring". Also trigger for "how do I know if my model is good", "my model is worse in production than offline", or "how to measure fairness".
development2
finance/equity-research/model-update
# Model Update description: Update financial models with new data — quarterly earnings, management guidance, macro changes, or revised assumptions. Adjusts estimates, recalculates valuation, and flags material changes. Use after earnings, guidance updates, or when assumptions need refreshing. Triggers on "update model", "plug earnings", "refresh estimates", "update numbers for [company]", "new guidance", or "revise estimates". ## Workflow ### Step 1: Identify What Changed Determine the updat
testing2
contract-review
Review contracts against your organization's negotiation playbook, flagging deviations and generating redline suggestions. Use when reviewing vendor contracts, customer agreements, or any commercial agreement where you need clause-by-clause analysis against standard positions.
development2
option-vol-analysis
Analyze option volatility by combining vol surface data, option pricing with Greeks, and historical price data to assess implied vs realized volatility. Use when pricing options, analyzing volatility surfaces, computing Greeks, assessing vol premiums, or evaluating vol trading strategies.
testing2
data-exploration
Profile and explore datasets to understand their shape, quality, and patterns before analysis. Use when encountering a new dataset, assessing data quality, discovering column distributions, identifying nulls and outliers, or deciding which dimensions to analyze.
testing2
data-pipeline-engineering
This skill should be used when the user asks about "data pipeline", "ETL", "ELT", "data engineering", "Apache Airflow", "Prefect", "Dagster", "dbt", "Spark", "Kafka", "streaming pipeline", "batch pipeline", "data ingestion", "data transformation", "data quality", "data validation", "Great Expectations", "feature store", "feature engineering", "feature pipeline", "data lake", "data warehouse", "medallion architecture", "bronze silver gold", "Parquet", "Iceberg", "Delta Lake", "dbt model", "pipeline orchestration", "data lineage", "backfill", "incremental processing", "change data capture", "CDC", or "real-time data". Also trigger for "my pipeline is slow", "data is duplicated", "pipeline is failing", or "how do I build a data pipeline for ML".
development2
data-validation
QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use when reviewing an analysis for errors, checking for survivorship bias, validating aggregation logic, or preparing documentation for reproducibility.
testing2
finance/private-equity/dd-checklist
# Due Diligence Checklist description: Generate and track comprehensive due diligence checklists tailored to the target company's sector, deal type, and complexity. Covers all major workstreams with request lists, status tracking, and red flag escalation. Use when kicking off diligence, organizing a data room review, or tracking outstanding items. Triggers on "dd checklist", "due diligence tracker", "diligence request list", "what do we still need", or "data room review". ## Workflow ### Step
testing2
distributed-training
This skill should be used when the user asks about "distributed training", "multi-GPU training", "data parallelism", "model parallelism", "pipeline parallelism", "tensor parallelism", "DDP", "FSDP", "ZeRO", "DeepSpeed", "Megatron-LM", "GPU utilization", "NCCL", "torchrun", "gradient communication", "checkpoint recovery", "spot instance preemption", "NVLink", "InfiniBand", "training throughput", or when a model is too large for a single GPU or training speed needs to be scaled.
testing2
docker-kubernetes
This skill should be used when the user asks about "Dockerfile", "Docker image", "containerize", "docker build", "docker-compose", "Kubernetes", "k8s", "kubectl", "pod", "deployment", "service", "ingress", "namespace", "Helm chart", "ConfigMap", "Secret", "PersistentVolume", "RBAC", "resource limits", "liveness probe", "readiness probe", "pod scheduling", "node affinity", "taint", "toleration", "StatefulSet", "DaemonSet", "CronJob", "HPA", "VPA", or "cluster". Also trigger for "why is my pod crashing", "OOMKilled", "CrashLoopBackOff", "ImagePullBackOff", or "Pending" pod states.
development2
draft-outreach
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]".
development2
finance/equity-research/earnings-preview
# Earnings Preview description: Build pre-earnings analysis with estimate models, scenario frameworks, and key metrics to watch. Use before a company reports quarterly earnings to prepare positioning notes, set up bull/bear scenarios, and identify what will move the stock. Triggers on "earnings preview", "what to watch for [company] earnings", "pre-earnings", "earnings setup", or "preview Q[X] for [company]". ## Workflow ### Step 1: Gather Context - Identify the company and reporting quarter
development2
earnings-preview-single
Generate a concise 4-5 page equity research earnings preview for a single company. Analyzes the most recent earnings transcript, competitor landscape, valuation, and recent news to produce a professional HTML report.
development2
employee-handbook
Answer questions about company policies, benefits, and procedures. Trigger with "what's our policy on", "how does PTO work", "benefits question", "expense policy", "remote work policy", or any question about company rules, perks, or procedures.
testing2
enterprise-governance
This skill should be used when the user asks about "AI governance", "model fairness", "bias detection", "algorithmic bias", "disparate impact", "SHAP", "LIME", "model explainability", "interpretability", "XAI", "differential privacy", "DP-SGD", "federated learning", "adversarial robustness", "FGSM", "model compliance", "EU AI Act", "GDPR Article 22", "responsible AI", "model audit", "regulatory compliance", or when deploying AI in regulated industries (finance, healthcare, hiring, criminal justice).
development2
escalation
Structure and package support escalations for engineering, product, or leadership with full context, reproduction steps, and business impact. Use when an issue needs to go beyond support, when writing an escalation brief, or when assessing whether an issue warrants escalation.
development2
example-skill
This skill should be used when the user asks to "demonstrate skills", "show skill format", "create a skill template", or discusses skill development patterns. Provides a reference template for creating Claude Code plugin skills.
tools2
feature-spec
Write structured product requirements documents (PRDs) with problem statements, user stories, requirements, and success metrics. Use when speccing a new feature, writing a PRD, defining acceptance criteria, prioritizing requirements, or documenting product decisions.
testing2
financial-statements
Generate income statements, balance sheets, and cash flow statements with GAAP presentation and period-over-period comparison. Use when preparing financial statements, running flux analysis, or creating P&L reports with variance commentary.
testing2
fixed-income-portfolio
Review fixed income portfolios by pricing multiple bonds, retrieving reference data, analyzing cashflows, and running scenario analysis. Use when reviewing bond portfolios, computing portfolio duration and DV01, analyzing cashflow waterfalls, stress testing rate scenarios, or assessing portfolio composition.
testing2
framer-advanced-physics
This skill should be used when the user needs to tune spring physics for a specific feel, or wants to understand and configure Framer Motion spring parameters. Trigger when the user mentions "spring animation", "stiffness and damping", "Framer Motion spring", "iOS spring feel", "feels too bouncy", "feels too stiff", "feels too slow", "no overshoot", "spring preset", "mass and damping", "inertia animation", "drag spring", "motion values", "useSpring hook", or asks how to replicate the feel of native iOS or Android springs. Also trigger when the user says an animation "doesn't settle right", "oscillates too much", or wants a "snappier" or "smoother" spring.
testing2
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
development2
funding-digest
Generate a polished one-page PowerPoint slide summarizing key takeaways from recent funding rounds and notable capital markets activity across a user's watched sectors or companies. Use this skill when the user asks for a deal flow summary, weekly recap, funding digest, transaction roundup, or capital markets briefing. Triggers on: 'deal flow digest', 'weekly funding recap', 'deal roundup', 'transaction summary this week', 'what happened in [sector] this week', 'capital markets update', or any request to compile recent funding activity into a briefing slide. Produces a professional single-slide PPTX with key takeaways, valuation data, and Capital IQ deal links.
development2
fx-carry-trade
Evaluate FX carry trade opportunities by combining spot rates, forward points, interest rate differentials, volatility surface analysis, and historical price trends. Use when analyzing carry trades, comparing FX forward curves, assessing carry-to-vol ratios, or evaluating currency pair opportunities.
data-ai2
hyperparameter-optimization
This skill should be used when the user asks about "hyperparameter tuning", "HPO", "Bayesian optimization", "Gaussian process", "acquisition function", "Expected Improvement", "Upper Confidence Bound", "Hyperband", "ASHA", "Optuna", "Ray Tune", "learning rate search", "grid search", "random search", "hyperparameter importance", "fANOVA", or when a model's validation loss is suboptimal and systematic tuning is needed.
data-ai2
finance/equity-research/idea-generation
# Idea Generation description: Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running screens, or conducting thematic sweeps. Triggers on "idea generation", "stock screen", "find ideas", "what looks interesting", "screen for", "new ideas", or "pitch me something". ## Workflow ### Step 1: Define Search Criteria Ask the user for parameters: -
testing2
incident-response
Triage and manage production incidents. Trigger with "we have an incident", "production is down", "something is broken", "there's an outage", "SEV1", or when the user describes a production issue needing immediate response.
testing2
infrastructure-as-code
This skill should be used when the user asks about "Terraform", "Pulumi", "CloudFormation", "CDK", "infrastructure as code", "IaC", "provision infrastructure", "Terraform module", "Terraform state", "remote state", "state locking", "terraform plan", "terraform apply", "terraform destroy", "drift detection", "resource import", "data source", "HCL", "AWS provider", "GCP provider", "Azure provider", "secrets in Terraform", "Vault", "environment variables in IaC", "workspace", "backend", or "infrastructure automation". Also trigger for "how do I manage cloud resources", "way to deploy AWS resources without clicking", or "automate infrastructure".
tools2
instrument-data-to-allotrope
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.
development2
interactive-dashboard-builder
Build self-contained interactive HTML dashboards with Chart.js, dropdown filters, and professional styling. Use when creating dashboards, building interactive reports, or generating shareable HTML files with charts and filters that work without a server.
development2
journal-entry-prep
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.
testing2
knowledge-synthesis
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.
tools2
lbo-model
This skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates calculations, and ensures professional formatting standards that adapt to any template structure.
development2
macro-rates-monitor
Build macroeconomic and rates dashboards combining macro indicators, yield curves, inflation breakevens, and swap rates. Use when monitoring macro conditions, analyzing yield curve shape, decomposing real vs nominal rates, assessing policy rate expectations, or evaluating financial conditions.
development2
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
tools2
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
tools2
memory-management
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.
development2
finance/investment-banking/process-letter
# Process Letter description: Draft process letters and bid instructions for sell-side M&A processes. Covers initial indication of interest (IOI) instructions, final bid procedures, and management meeting logistics. Triggers on "process letter", "bid instructions", "IOI letter", "bid procedures", "final round letter", or "management meeting invite". ## Workflow ### Step 1: Determine Letter Type - **Initial process letter**: Sent with teaser/CIM to outline the process and IOI requirements - *
testing2
mlops-pipeline
This skill should be used when the user asks about "MLOps", "ML pipeline", "data pipeline", "feature engineering", "feature store", "data preprocessing", "model deployment", "model serving", "model registry", "experiment tracking", "MLflow", "Weights and Biases", "model versioning", "CI/CD for ML", "model monitoring", "data quality", "schema validation", "reproducibility", "technical debt in ML", or when operationalizing a machine learning model for production.
testing2
org-planning
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.
business2
monitoring-observability
This skill should be used when the user asks about "monitoring", "observability", "Prometheus", "Grafana", "Datadog", "Loki", "Jaeger", "distributed tracing", "OpenTelemetry", "metrics", "logs", "traces", "alerting", "SLO", "SLA", "error budget", "on-call", "PagerDuty", "incident alert", "dashboard", "runbook", "MTTR", "MTTD", "log aggregation", "log parsing", "structured logging", "service mesh observability", "Istio metrics", "APM", or "application performance monitoring". Also trigger for "how do I know if my service is healthy", "I can't see what's happening in production", "why is P99 latency high", or "set up alerting for my service".
testing2
motion-design
This skill should be used when the user wants to add animations, transitions, motion, or movement to any UI. Trigger when the user mentions "add animation", "page transitions", "hover effects", "loading states", "scroll effects", "parallax", "spring animation", "shared element transitions", "gesture-driven motion", "SVG animation", "kinetic typography", or "3D depth effects". Also trigger when the user says an interface "feels static", "feels lifeless", "feels janky", "feels too abrupt", "feels slow", or wants it to "feel like Apple", "feel like iOS", "feel like Vercel", "feel like Linear", "feel smooth", or "feel polished". Use this skill whenever motion is anywhere in the conversation — motion is a design system, not a feature.
devops2
nda-triage
Screen incoming NDAs and classify them as GREEN (standard), YELLOW (needs review), or RED (significant issues). Use when a new NDA comes in from sales or business development, when assessing NDA risk level, or when deciding whether an NDA needs full counsel review.
development2
pptx
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions "deck," "slides," "presentation," or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
documentation2
playground
Creates interactive HTML playgrounds — self-contained single-file explorers that let users configure something visually through controls, see a live preview, and copy out a prompt. Use when the user asks to make a playground, explorer, or interactive tool for a topic.
tools2
finance/wealth-management/portfolio-rebalance
# Portfolio Rebalance description: Analyze portfolio allocation drift and generate rebalancing trade recommendations across accounts. Considers tax implications, transaction costs, and wash sale rules. Triggers on "rebalance", "portfolio drift", "allocation check", "rebalancing trades", or "my portfolio is out of balance". ## Workflow ### Step 1: Current State For each account, capture: - Account type (taxable, IRA, Roth, 401k) - Holdings with current market value - Cost basis (for taxable a
testing2
ppt-template-creator
Creates self-contained PPT template SKILLS (not presentations) from user-provided PowerPoint templates. Use ONLY when a user wants to create a reusable skill from their template. For creating actual presentations, use the pptx skill instead.
data-ai2
prompt-engineering
This skill should be used when the user asks about "prompt engineering", "prompt design", "system prompt", "few-shot examples", "chain of thought", "CoT", "zero-shot", "one-shot", "few-shot", "prompt optimization", "prompt iteration", "improve accuracy of LLM", "make the model follow instructions", "structured output", "JSON mode", "function calling", "tool calling", "prompt template", "LangChain", "LlamaIndex", "prompt injection", "jailbreak defense", "RAG prompt", "retrieval augmented generation prompt", "evaluation of prompts", or "why is the LLM not doing what I want". Also trigger for "my prompt gives inconsistent results", "the model ignores my instructions", or "how do I write a better system prompt".
tools2
recruiting-pipeline
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.
testing2
resource-planning
Plan and optimize resource allocation. Trigger with "resource planning", "capacity", "utilization", "staffing plan", "who should work on what", "we're stretched thin", or when the user needs help allocating people, budget, or time across projects and teams.
testing2
roadmap-management
Plan and prioritize product roadmaps using frameworks like RICE, MoSCoW, and ICE. Use when creating a roadmap, reprioritizing features, mapping dependencies, choosing between Now/Next/Later or quarterly formats, or presenting roadmap tradeoffs to stakeholders.
development2
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
testing2
skill-development
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
tools2
finance/equity-research/thesis-tracker
# Thesis Tracker description: Maintain and update investment theses for portfolio positions and watchlist names. Track key data points, catalysts, and thesis milestones over time. Use when updating a thesis with new information, reviewing position rationale, or checking if a thesis is still intact. Triggers on "update thesis for [company]", "is my thesis still intact", "thesis check", "add data point to [company]", or "review my positions". ## Workflow ### Step 1: Define or Load Thesis If cr
development2
schema-design
This skill should be used when the user asks about "database schema", "data modeling", "table design", "column types", "primary key", "foreign key", "indexes", "normalization", "denormalization", "database relationships", "one-to-many", "many-to-many", "entity relationship", "ER diagram", "database constraints", "NOT NULL", "unique constraint", "CHECK constraint", "soft delete", "deleted_at", "audit log", "audit table", "JSONB", "JSON column", "enum type", "PostgreSQL schema", "MySQL schema", "Prisma schema", "SQLAlchemy models", "ActiveRecord migration". Also trigger for "how should I store this data", "how do I model this relationship", "is this database design good", or "how to structure the database for".
development2
search-strategy
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.
testing2
finance/equity-research/sector-overview
# Sector Overview description: Create comprehensive industry and sector landscape reports covering market dynamics, competitive positioning, key players, and thematic trends. Use for client requests, sector initiations, thematic research pieces, or internal knowledge building. Triggers on "sector overview", "industry report", "market landscape", "sector analysis", "industry deep dive", or "thematic research". ## Workflow ### Step 1: Define Scope - **Sector / subsector**: What industry and ho
tools2
slack-messaging
Guidance for composing well-formatted, effective Slack messages using mrkdwn syntax
development2
source-management
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.
tools2
sql-queries
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.
development2
fsi-strip-profile
Creates professional investment banking strip profiles (company profiles) for pitch books, deal materials, and client presentations. Generates 1-4 information-dense slides with quadrant layouts, charts, and tables.
tools2
system-design
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.
development2
finance/wealth-management/tax-loss-harvesting
# Tax-Loss Harvesting description: Identify tax-loss harvesting opportunities across taxable accounts. Finds positions with unrealized losses, suggests replacement securities, and tracks wash sale windows. Triggers on "tax-loss harvesting", "TLH", "harvest losses", "tax losses", "unrealized losses", or "year-end tax planning". ## Workflow ### Step 1: Identify Candidates Scan taxable accounts for positions with unrealized losses: | Security | Asset Class | Cost Basis | Current Value | Unreal
testing2
tear-sheet
Generate professional company tear sheets using S&P Capital IQ data via the Kensho LLM-ready API MCP server. Use this skill whenever the user asks for a tear sheet, company one-pager, company profile, fact sheet, company snapshot, or company overview document — especially when they mention a specific company name or ticker. Also trigger when users ask for equity research summaries, M&A company profiles, corporate development target profiles, sales/BD meeting prep documents, or any concise single-company financial summary. This skill supports four audience types: equity research, investment banking/M&A, corporate development, and sales/business development. If the user doesn't specify an audience, ask. Works for both public and private companies.
tools2
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
tools2
user-research
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.
testing2
user-research-synthesis
Synthesize qualitative and quantitative user research into structured insights and opportunity areas. Use when analyzing interview notes, survey responses, support tickets, or behavioral data to identify themes, build personas, or prioritize opportunities.
development2
finance/private-equity/value-creation-plan
# Value Creation Plan description: Structure post-acquisition value creation plans with revenue, cost, and operational levers mapped to an EBITDA bridge. Includes 100-day priorities, KPI targets, and accountability frameworks. Use when planning post-close execution, preparing operating partner materials, or building a board-ready value creation roadmap. Triggers on "value creation plan", "100-day plan", "post-close plan", "EBITDA bridge", "operating plan", or "value creation levers". ## Workfl
development2
variance-analysis
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.
testing2
vendor-management
Evaluate, compare, and manage vendor relationships. Trigger with "evaluate this vendor", "compare vendors", "vendor review", "should we renew", "RFP", or when the user is making procurement or vendor decisions.
testing2
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
tools2
writing-hookify-rules
This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax and patterns.
documentation2
scvi-tools
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.
tools2