@anthropics

plugin-structure covers directory layout, manifest configuration, component organization (commands, agents, skills, hooks, mcp servers), and portable path references for building well-organized claude code plugins with automatic discovery.

statistical-analysis provides actionable guidance on descriptive statistics, trend detection, outlier handling, and hypothesis testing, with explicit warnings on correlation, multiple comparisons, simpson's paradox, and survivorship bias.

build-zoom-video-sdk-app provides routing guardrails and web quick-start patterns for custom video sessions using zoom's video sdk, emphasizing strict lifecycle ordering and event-driven rendering to avoid silent failures.

agent-development covers building autonomous subprocesses in claude code plugins using yaml frontmatter, system prompts, and triggering conditions. it specifies required fields, design patterns for system prompts, and validation rules to create multi-step independent agents.

access manages discord channel allowlists, dm policies, and pairing approvals via json state mutations. enforces terminal-only mutations to prevent prompt injection through channel notifications.

view-pdf opens pdfs in an interactive viewer for collaborative markup, form filling, and visual annotation. designed for real-time document workflows where users need to highlight, stamp, sign, or fill fields while seeing changes live.

zoom-mcp covers MCP-based access to Zoom meetings, recordings, and assets via hosted connectors. requires user oauth, mcp-specific scopes, and ai companion features for semantic search. routes meeting crud to rest api.

comprehensive guide to building mcp servers across python and typescript with structured four-phase workflow covering research, implementation, testing, and evaluation. balances api design principles with concrete language-specific patterns.

mcp-integration covers configuring model context protocol servers in claude code plugins via .mcp.json or inline configuration, supporting stdio, sse, http, and websocket transports with oauth and token authentication patterns.

slack-gif-creator provides PIL-based utilities and animation concepts for building optimized GIFs within Slack's dimension and color constraints. covers frame assembly, easing, validators, and common motion patterns like bounce and fade.

email-sequence guides users through designing multi-email campaigns with templated flows, branching logic, and performance benchmarks across onboarding, nurture, re-engagement, and launch use cases.

triage-nda classifies incoming NDAs into three routing buckets (standard approval, counsel review, full legal review) using a systematic 10-point screening checklist. supports multiple input formats and applies either organization-specific playbook rules or market-standard defaults.

configure sets up discord bot token storage, reads channel access policy from disk, and guides users toward allowlist-based lockdown instead of pairing mode. proactively pushes security posture by asking if the current allowlist matches intended reach.

playground skill generates single-file html explorers with live preview, interactive controls, and copyable prompt output. templates cover design decisions, data queries, concept maps, document review, code diffs, and codebase architecture.

stripe-best-practices provides authoritative guidance on modern stripe payment integration, covering checkout sessions, webhooks, subscriptions, and connect platforms while explicitly steering away from deprecated apis and legacy endpoints.

playground builder generates self-contained html explorers with live preview, interactive controls, and copyable prompt output. covers design, data, learning, and code review use cases via templates.

command-development covers slash command creation, markdown structure, yaml frontmatter configuration, dynamic arguments, file references, and bash execution within claude code environments. includes organization patterns and plugin integration.

validate-data provides a systematic checklist for qa-ing analyses before stakeholder handoff, covering methodology review, calculation verification, common pitfalls, and confidence assessment. practical but generic in trigger language.

create-viz generates publication-quality charts from data using matplotlib/seaborn or plotly. covers chart type selection via decision table, python code templates with design best practices, and output as PNG files.

anthropics-webapp-testing provides playwright-based automation for local web app testing via helper scripts and reconnaissance patterns. covers screenshot capture, dom inspection, selector discovery, and multi-server orchestration.

build-zoom-team-chat-app documents the distinction between team chat (user-scoped) and chatbot (bot-scoped) apis for zoom messaging integrations, with working code examples for both oauth flows and rich card composition.

skills-claude-api documents the claude api surface, model selection, language-specific sdks, and tool use patterns. covers trigger detection, language routing, and managed agents with decision trees for surface selection.

webapp-testing provides playwright-based automation for local web app verification via native python scripts. includes server lifecycle management, reconnaissance patterns for dynamic content, and static html fallbacks. requires manual selector discovery.

contact-research retrieves enriched contact profiles from common room via email, social handle, or name-company lookup, returning activity history, engagement scores, and crm fields.

product-brainstorming teaches structured thinking partnership for problem exploration, ideation, and assumption testing. it provides multiple frameworks and session patterns to push product thinking deeper rather than deliver finished ideas.

draft-content generates marketing material across multiple formats (blog, social, email, landing page, press release, case study) with configurable brand voice and seo guidance for web-facing content.

feature-spec provides a templated framework for writing product requirements documents with structured sections, user story formats, and success metric guidance. covers prd structure, prioritization methods, and scope management but lacks procedural depth and failure mode discussion.

frontend-design guides creation of distinctive, intentional interfaces that avoid generic aesthetics. it structures design thinking (purpose, tone, constraints, differentiation) before implementation, with emphasis on typography, color systems, motion, and spatial composition.

call-prep assembles sales call context from web research and optional tool connectors, producing a structured brief with attendee backgrounds, suggested agenda, and discovery questions. works offline with user input or enhanced with crm, email, chat, transcript, and calendar connections.

pipeline-review scores deal health across activity, stage progression, and contact coverage, then ranks deals by closability and impact. accepts csv upload, manual paste, or cxm integration. outputs weekly action plan with risk flags and hygiene audit.

earnings-preview-single generates a dense 4-5 page equity research report on a single company using only kensho and s&p global data sources. emphasizes strict data sourcing constraints and intermediate file persistence to prevent hallucination.

guides migration from claude sonnet 4.0, 4.5, or opus 4.1 to opus 4.5 via model string replacement and optional prompt adjustments based on reported behavioral drift.

user-research-synthesis provides thematic analysis, affinity mapping, and persona development methods for extracting patterns from interviews, surveys, and behavioral data. covers initial coding through opportunity sizing to prioritize findings.

knowledge-management covers creation and maintenance of searchable support kb articles across four types: how-to guides, troubleshooting, faqs, and known issues. emphasis on customer language, structured templates, and maintenance cadences to reduce ticket volume.

digest aggregates recent activity across connected data sources (chat, email, cloud storage, project trackers, crm, knowledge bases) into a structured report organized by topic, with action items prioritized and cross-source deduplication applied.

debug provides a four-phase framework (reproduce, isolate, diagnose, fix) for systematic troubleshooting. structured for common scenarios but lacks concrete tool integration and failure mode handling.

accessibility-review audits designs and pages against wcag 2.1 aa using manual and automated approaches. outputs structured findings across perceivable, operable, understandable, and robust categories with severity levels and remediation guidance.

seo-audit conducts end-to-end website SEO reviews covering keyword research, on-page optimization, content gaps, technical foundations, and competitor benchmarking. produces an executable action plan split into quick wins and strategic investments.

vendor-check consolidates agreement status across clm, crm, email, and document storage systems, mapping vendor relationships and identifying legal coverage gaps with gap analysis and upcoming renewal tracking.

metrics-review guides structured analysis of product metrics across acquisition through satisfaction, organizing data into a north star hierarchy, surfacing trends and anomalies, and recommending investigations or experiments. comprehensive but generic in activation.

frontend-design guides creation of production-grade interfaces with intentional aesthetic direction, rejecting generic patterns. it frames design thinking (purpose, tone, differentiation) before code generation in html/css/js or component frameworks.

account-research gathers company and person intelligence via web search, enrichment apis, and crm lookups to surface hiring signals, leadership info, and relationship context for pre-outreach qualification.

build-dashboard generates self-contained html dashboards with embedded data, kpi cards, charts via chart.js, and filterable tables. requires no server or external dependencies, opens directly in browser.

setup-zoom-oauth guides selection of app type, oauth grant flow, and scope planning before token exchange and refresh implementation, catching common mistakes in actor modeling and credential lifecycle.

ux-copy provides structured templates and principles for writing interface microcopy across common patterns (buttons, errors, empty states, tooltips). it emphasizes clarity and user context but lacks procedural depth and failure mode guidance.

plan-zoom-integration structures zoom integration work into phases with architecture decisions, auth requirements, and risk callouts, but lacks concrete procedural detail and specific trigger patterns.

audit-xls checks spreadsheet formulas and data integrity across user-selected scopes (range, sheet, or full model). targets financial audits with tiered depth.

brand-voice-enforcement loads and applies brand guidelines to marketing and sales content. it searches session context, local files, and user input in sequence, then validates output against voice and tone rules.

draft-outreach researches prospects via web search and optional enrichment connectors, then generates personalized cold or warm email templates with subject line alternatives and linkedin fallbacks. no automated sending.

debug-zoom-integration provides a triage framework for isolating failures across zoom auth, webhooks, sdk joins, and media workflows by collecting evidence and routing to specific reference layers.

research-synthesis organizes qualitative data (interviews, surveys, usability tests, support feedback) into themed findings with evidence, opportunity mapping, and prioritized recommendations via structured markdown templates.

interactive-dashboard-builder provides templated patterns for self-contained html dashboards with chart.js, filter controls, and responsive styling. it covers kpi cards, multiple chart types, and data tables, all in a single file without server dependencies.

campaign-plan scaffolds marketing campaign generation by collecting goal, audience, and timeline inputs, then outputs a brief with objectives, messaging, channels, calendar, and metrics. execution details remain underspecified.

slack-messaging covers mrkdwn syntax rules, formatting tables, common mistakes, and message structure guidance for composing readable slack communications.

plan-zoom-product guides selection among zoom's integration surfaces (rest api, webhooks, websockets, sdks, phone, contact center, mcp) by classifying use cases and explaining tradeoffs, but lacks concrete decision criteria and failure mode coverage.

debug-zoom isolates zoom integration failures across auth, api, webhooks, sdk, and mcp layers by collecting minimal evidence and ranking plausible causes with targeted references.

constructs standardized financial data packs from disparate sources (cims, sec filings, web, mcp servers) into excel workbooks. enforces formula-based accuracy, source traceability, and internal consistency checks for investment committee consumption.

option-vol-analysis interprets volatility surfaces, Greeks, and realized volatility to assess option pricing. tool outputs flow into implied-vs-realized comparisons and surface shape interpretation. positions assessment as analytical rather than decisional.

fixed-income-portfolio aggregates bond pricing, reference data, cashflow projections, and scenario analysis into portfolio-level risk metrics. focuses on weighted averages and benchmark relative analysis but lacks concrete implementation detail.

cowork-plugin-customizer handles setup and modification of claude code plugins for organizational contexts by locating source files, detecting placeholder patterns, and routing users through generic setup, scoped edits, or broad customization flows.

anthropics-example-skill documents the metadata structure and file organization for claude code plugin skills, with guidance on trigger phrases and content guidelines but lacks concrete procedural steps.

claude-automation-recommender analyzes codebases to suggest claude code automations (hooks, subagents, skills, plugins, mcp servers) based on detected patterns and tool-specific opportunities.

dcf-model builds discounted cash flow valuations for equity analysis. covers institutional standards, excel output with sensitivity tables, and dual execution paths (office js vs python/openpyxl) depending on deployment context.

slack-search catalogs available search tools (public channels, all channels, channel discovery, user lookup) but lacks concrete guidance on constructing queries or handling real search scenarios.

build-zoom-meeting-app guides selection between zoom meeting and video sdks, covers join/auth flows and platform routing, but lacks concrete implementation steps and failure mode handling.

reference material for zoom rivet sdk covering node.js server scaffolding, oauth token handling, webhook receivers, and typed api wrappers. routing guidance provided for auth model selection and module composition.

start initializes a productivity system by checking for existing task and memory files, creates missing components, opens a dashboard, and optionally bootstraps working memory by analyzing task lists and gathering workplace context from external sources.

weekly-prep-brief assembles a 7-day call docket from calendar or manual input, then enriches each meeting with company and contact research via common room api.

process-doc generates structured SOPs with RACI matrices and flowcharts by conversational input. covers purpose, scope, detailed steps, and exceptions, but lacks concrete procedural specificity and edge case depth.

design-mcp-workflow guides selection between mcp and rest api for zoom integrations, identifying agentic vs deterministic needs and routing to appropriate connectors including whiteboard-specific paths.

journal-entry-prep documents standard accrual types, depreciation methods, revenue recognition frameworks, and approval workflows for financial close activities. covers supporting documentation requirements and common error patterns but lacks procedural automation hooks.

competitive-brief outlines a research framework and output structure for analyzing competitor positioning, messaging, and content strategy, but lacks actionable step-by-step procedures and does not address execution challenges or data quality issues.

performance-report scaffolds marketing analysis across campaigns, channels, and content by routing to appropriate report type, but lacks concrete procedure steps, data source specification, and failure handling.

skill-development outlines how to construct modular skill packages for Claude Code plugins, covering directory structure, frontmatter conventions, and progressive context loading patterns. prescriptive rather than procedural.

brand-review evaluates marketing content against brand guidelines and style rules, with optional fallback to generic clarity and consistency checks. the skill provides structured frameworks for defining brand voice but the execution pathway is underspecified.

task-management tracks work via a shared markdown file with optional html dashboard, supporting task extraction, checkbox marking, and categorical grouping into active, waiting, someday, and done buckets.

scvi-tools covers deep learning for single-cell analysis including data integration, batch correction, and probabilistic modeling. documentation lacks specific procedures and executable workflows.

ib-check-deck extracts presentation text across slides and cross-checks numeric consistency, but the workflow is incomplete and execution steps remain vague. incomplete spec, unfinished implementation.

contract-review performs clause-by-clause analysis against organizational playbooks, assigns severity flags (green/yellow/red), and suggests redlines. requires configured playbook; falls back to commercial baselines if none exists.

audit-support provides framework reference material for sox 404 testing phases including scoping, risk assessment, control identification, and deficiency classification. lacks actionable procedures and specific workflow triggers.

risk-assessment provides a framework for cataloging operational, financial, compliance, strategic, reputational, and security risks via a standard register format. lacks concrete procedural steps for facilitating assessment or surfacing hidden risks.

capacity-plan guides teams through resource allocation by collecting headcount, workload, and constraints, then generates utilization tables and bottleneck analysis with hiring or reprioritization recommendations.

equity-research synthesizes consensus estimates, fundamentals, pricing, and macro data into investment narratives. weakly structured procedures and missing recovery paths limit reliable execution.

skill outlines documentation types (readme, api docs, sdk examples) but lacks actionable procedures, decision logic, and outcome signals. trigger phrases provided in description but skill body itself is skeletal.

probe-sdk covers client-side preflight diagnostics for zoom meetings, routing users through device capability checks and network readiness scoring before session join flows.

applies anthropic brand colors and typography (poppins, lora, specific hex values) to visual artifacts. covers font fallbacks and accent color cycling but lacks procedural clarity on when and how to invoke the skill.

customer-escalation packages support issues into structured briefs for engineering or leadership, gathering context and assessing business impact from issue description and account details.

lbo-model covers leveraged buyout template population in excel, with conditional workflows for user-provided vs standard templates and emphasis on template reuse over custom builds.

policy-lookup retrieves and explains company policies in plain language via knowledge base search or handbook text. covers pto, benefits, compensation, remote work, travel, conduct, and growth. requires manual source citation and defers edge cases to hr.

design-system provides templates for auditing naming/token consistency, documenting component variants and states, and proposing new patterns. execution relies on manual inspection and table-filling without procedural guidance.

bond-futures-basis skill guides analysis of futures-cash basis trades through multi-tool orchestration: pricing futures, identifying cheapest-to-deliver, comparing yield curves, and assessing delivery option value. implementation incomplete.

comp-analysis benchmarks compensation against market data and analyzes internal bands for hiring and retention. covers base, equity, bonus, and benefits across role, level, location, and company stage. outputs percentile tables and placement recommendations.

swap-curve-strategy covers multi-tenor swap pricing and curve decomposition using external tools, overlaying government and inflation data to compute spreads and identify trade opportunities. lacks concrete execution steps and edge case handling.

reference material for zoom phone integration across api, webhook, smart embed, and uri-launch patterns. includes routing guardrails for embedded softphone, rest api workflows, click-to-dial, and crm chaining scenarios.

setup-zoom-websockets provides background comparison between zoom websocket and webhook connection models, but lacks actionable setup procedures, concrete trigger conditions, or failure recovery patterns needed for production deployment.

search aggregates queries across multiple connected mcp sources, decomposing questions and running parallel searches. the actual execution strategy and synthesis logic remain unspecified.

interview-prep outlines principles for competency-based candidate evaluation with structured question design and scoring rubrics, but lacks concrete procedural steps and concrete examples to be actionable.

setup-zoom-mcp frames decisions between mcp and rest for zoom workflows, but lacks concrete step sequence, failure handling, and specific trigger conditions.

sox-testing provides command templates for generating sox 404 workpapers and control assessments but lacks documented procedures, decision logic, and failure handling needed for production compliance workflows.

zoom-oauth documents zoom api authentication patterns including oauth flows, token lifecycle management, and error codes, but lacks concrete procedural steps and actionable decision trees for implementation.

build-zoom-virtual-agent is a reference guide for implementing zoom virtual agent across web embeds and mobile wrappers, with routing logic to related skills and a documented lifecycle pattern.

write-spec scaffolds feature specifications and PRDs from problem statements. the workflow begins with understanding the feature, but the implementation details trail off incompletely, leaving execution mechanics unclear.

cookbook-audit evaluates anthropic cookbook notebooks against a style rubric, checking for learning objectives, prerequisites, core content structure, and conclusion alignment. delegates actual audit criteria to an external style_guide.md file.

kb-article converts resolved support tickets and common questions into searchable knowledge base content, with examples covering sso configuration, data export limits, webhook setup, and known browser issues.

reconciliation covers methodology for gl-to-subledger, bank, and intercompany account matching, with item categorization and aging analysis guidance, but lacks executable procedures.

roadmap-update handles creation and reprioritization of product roadmaps via argument-driven workflow, though execution steps remain incomplete and lack specific platform integration details.

math-olympiad covers imo/putnam/usamo/aime problem solving via parallel solver agents with adversarial verification, but reads as internal documentation rather than executable skill specification.

writing-hookify-rules covers creating markdown-based pattern watchers with yaml frontmatter. lacks concrete examples and complete guidance for users authoring rules end-to-end.

zoom-apps-sdk is a reference skill documenting the official sdk for building web apps embedded in zoom clients, with links to docs, npm, and minimal procedural guidance.

macro-rates-monitor provides role assignment and tool inventory for macro analysis workflows, but lacks runnable procedure, decision logic, and output schema definition.

enrich-lead accepts a name, email, linkedin url, or job title and claims to return contact details. the implementation cuts off mid-procedure and lacks completion criteria.

brief generates legal team summaries in three modes (daily, topic, incident) but lacks procedural detail, input specifications, and failure handling. abstract rather than actionable.

draft-response generates customer-facing communication templates using context about customer queries, issues, or requests. lacks specifics on tone control, personalization depth, or handling sensitive situations.

build-zoom-contact-center-app collects zoom contact center integration reference material across app, web, and native surfaces but lacks procedural substance and actionable implementation detail.

skills-algorithmic-art provides verbose philosophical framing for generative p5.js art with seeded randomness, but lacks actionable implementation steps, concrete decision logic, and failure handling. the skill reads as aspirational guidance rather than executable procedure.

scribe is a reference document listing zoom's transcription endpoints and auth mechanisms without implementing a coherent workflow, intent mapping, or decision logic needed for the skill graph.

algorithmic-art provides a verbose framework for creating generative art in p5.js using seeded randomness and parametric controls. the document emphasizes philosophical articulation and craftsmanship rhetoric but lacks concrete procedural guidance for actual implementation.

call-summary accepts a transcript or notes block and extracts action items, drafts follow-up comms, and updates records, but the actual implementation logic is not described.

fhir-developer-skill documents http status codes for fhir api interactions but lacks procedural guidance, trigger conditions, or actionable workflows.

draft-offer assembles offer letters but lacks procedural specificity, defined inputs, decision logic, or failure mode handling. the skill description is aspirational rather than operational.

fsi-strip-profile describes a workflow for gathering company research inputs and planning presentation slides, but lacks execution detail, output contracts, and actual skill logic.

template placeholder with no actual skill content, intent, procedure, trigger phrases, or documented behavior.

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…

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…

Run an incident response workflow — triage, communicate, and write postmortem. Trigger with "we have an incident", "production is down", an alert that needs…

This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin…

This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up…

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…

Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands…

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…

This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin…

Replace with description of the skill and when Claude should use it.

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…

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.

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.

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.

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]".

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.

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.

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.

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.

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.

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.

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.

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Best practices for building Stripe integrations. Use when implementing payment processing, checkout flows, subscriptions, webhooks, Connect platforms, or any Stripe API integration.

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.

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.

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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…

Start your day with a prioritized sales briefing. Works standalone when you tell me your meetings and priorities, supercharged when you connect your calendar,…

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.…

Review a contract against your organization's negotiation playbook — flag deviations, generate redlines, provide business impact analysis. Use when reviewing…

Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or…

This skill generates, creates, or builds brand voice guidelines from source materials. It should be used when the user asks to "generate brand guidelines",…

Track compliance requirements and audit readiness. Trigger with "compliance", "audit prep", "SOC 2", "ISO 27001", "GDPR", "regulatory requirement", or when the…

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…

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…

Headcount planning, org design, and team structure optimization. Trigger with "org planning", "headcount plan", "team structure", "reorg", "who should we hire…

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.

Prepare journal entries with proper debits, credits, and supporting detail. Use when booking month-end accruals (AP, payroll, prepaid), recording depreciation…

Find leads matching criteria and bulk-add them to an Apollo outreach sequence. Handles enrichment, contact creation, deduplication, and enrollment in one flow.

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,…

Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a…

Create a change management request with impact analysis and rollback plan. Use when proposing a system or process change that needs approval, preparing a…

Generate a stakeholder update tailored to audience and cadence. Use when writing a weekly or monthly status for leadership, announcing a launch, escalating a…

Generate headcount, attrition, diversity, or org health reports. Use when pulling a headcount snapshot for leadership, analyzing turnover trends by team,…

nextflow-development — an installable skill for AI agents, published by anthropics/knowledge-work-plugins.

scientific-problem-selection — an installable skill for AI agents, published by anthropics/knowledge-work-plugins.

signature-request — an installable skill for AI agents, published by anthropics/knowledge-work-plugins.

earnings-analysis — an installable skill for AI agents, published by anthropics/financial-services-plugins.

Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites -…

Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag…

Generate a polished one-page PowerPoint slide summarizing key takeaways from recent funding rounds and notable capital markets activity across a user's watched…

Build a Zoom meeting bot, recorder, or real-time media workflow. Use when joining meetings programmatically, processing live media or transcripts, or combining…

Reference skill for Zoom webhooks. Use after routing to an event-driven workflow when implementing subscriptions, signature verification, delivery handling,…

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…

Define, track, and analyze product metrics with frameworks for goal setting and dashboard design. Use when setting up OKRs, building metrics dashboards,…

Cross-product Zoom reference skill. Use after the workflow is clear when you need shared platform guidance, app-model comparisons, authentication context,…

Plan and prioritize product roadmaps using frameworks like RICE, MoSCoW, and ICE. Use when creating a roadmap, reprioritizing features, mapping dependencies,…

Apply and enforce brand voice, style guide, and messaging pillars across content. Use when reviewing content for brand consistency, documenting a brand voice,…

Research competitors and compare positioning, messaging, content strategy, and market presence. Use when analyzing a competitor, building battlecards,…

Generate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from ~/.claude/projects transcripts.

Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the…

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's…

Reference skill for Zoom RTMS. Use after routing to a live-media workflow when processing real-time audio, video, chat, transcripts, screen share, or…

Reference skill for Zoom Cobrowse SDK. Use after routing to a collaborative-support workflow when implementing browser co-browsing, annotation tools, privacy…

Reference skill for Zoom Meeting SDK. Use after routing to a meeting-embed workflow when implementing real Zoom meeting joins, platform-specific SDK behavior,…

Choose the right Zoom architecture for a use case. Use when deciding between REST API, Webhooks, WebSockets, Meeting SDK, Video SDK, Zoom Apps SDK, Zoom MCP,…

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…

build-zoom-rest-api-app — an installable skill for AI agents, published by anthropics/knowledge-work-plugins.

Evaluate FX carry trade opportunities by combining spot rates, forward points, interest rate differentials, volatility surface analysis, and historical price…

Perform relative value analysis on bonds by combining pricing, yield curve context, credit spreads, and scenario stress testing. Use when analyzing bond…

Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model…

comps-analysis — an installable skill for AI agents, published by anthropics/financial-services-plugins.

Creates self-contained PPT template SKILLS (not presentations) from user-provided PowerPoint templates. Use ONLY when a user wants to create a reusable skill…

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive…

Framework for building competitive landscape decks — market positioning, competitor deep-dives, comparative analysis, strategic synthesis. Use when the user…

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when…