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Startup Metrics Framework

Track, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management. Use this skill when defining a metrics framework, calculating CAC/LTV/burn multiple, benchmarking business health, or preparing metrics dashboards for investors or board reporting.

by wshobson/agents / plugins/startup-business-analyst/skills/startup-metrics-framework

#broad-capability#engineering#agent-skillsBusiness, Marketing & Sales

Statement of Work Generator

Generates formal Statements of Work (SOW) with project scope, milestones, acceptance criteria, payment schedule, and legal terms. Exports to PDF via pandoc. Prerequisites: python3, pandoc.

by AgentArmory

#business#freelance#contractBusiness & Freelance

Statistical Analysis

Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/statistical-analysis

#broad-capability#creative#deepData, AI & Research

Statistical Analysis

Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For implementing specific models programmatically use statsmodels.

by K-Dense-AI/scientific-agent-skills / skills/statistical-analysis

#k-dense-ai-claude-scientific-skills#deep#researchData, AI & Research

Statistics Fundamentals

Apply statistical methods to financial data including descriptive statistics, covariance estimation, regression, hypothesis testing, and resampling. Use when the user asks about return distributions, correlation between assets, building a covariance matrix, running a CAPM regression, testing whether alpha is significant, checking if returns are normal, or estimating confidence intervals. Also trigger when users mention 'volatility', 'how correlated are these', 'fat tails', 'skewness', 'R-squared', 'beta of a fund', 'bootstrap a Sharpe ratio', 'shrinkage estimator', 'Ledoit-Wolf', or ask why their optimizer produces unstable weights.

by JoelLewis/finance_skills / plugins/core/skills/statistics-fundamentals

#finance#personal-finance#wealth-managementData, AI & Research

Statistics & Mathematics

Statistics, probability, linear algebra, and mathematical foundations for data science

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/statistics-math

#broad-capability#github#externalData, AI & Research

Statsmodels

Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/statsmodels

#broad-capability#creative#deepData, AI & Research

Statsmodels

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.

by K-Dense-AI/scientific-agent-skills / skills/statsmodels

#k-dense-ai-claude-scientific-skills#deep#researchData, AI & Research

Statusline Generator

Installs, configures, customizes, or troubleshoots the Claude Code statusline (cwd, model, token counts). Use when the user wants to set up or change the statusline, switch minimal vs full layouts, show absolute token counts (e.g. ctx 108K / 1M) instead of a percentage, add cost via ccusage or git status, dump the stdin JSON Claude Code passes the script, or fix a statusline that is blank, silent, stuck, shows "permission denied", or stopped updating after a script edit (often a missing chmod +x). Trigger phrases: "configure statusline", "statusline blank", "status line not showing", "statusline broken", "show token count in statusline", 状态栏, 状态栏不显示, 状态栏空白, 显示工作目录, 显示 token 数.

by daymade/claude-code-skills / daymade-claude-code/statusline-generator

#broad-capability#research#documentsSoftware Engineering

Status Report

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

by anthropics/knowledge-work-plugins / operations/skills/status-report

#work-life#productivity#knowledge-workBusiness, Marketing & Sales

Step Functions

AWS Step Functions workflow orchestration with state machines. Use when designing workflows, implementing error handling, configuring parallel execution, integrating with AWS services, or debugging executions.

by itsmostafa/aws-agent-skills / skills/step-functions

#devops#automationDevOps & Cloud

Stepfun Tts

Stepfun Tts linked from Daymade Claude Code Skills, with the upstream skill instructions available on GitHub.

by daymade/claude-code-skills / stepfun-tts

#github#broad-capability#externalPersonal Productivity

Stepfun TTS

Generate Chinese / Japanese speech with StepFun's stepaudio-2.5-tts — Contextual TTS that replaces step-tts-2's `voice_label` with natural-language `instruction` (≤200 chars) plus inline `()` parentheses for句内 prosody. Use when the user wants emotional / prosody control over voice synthesis (whisper, pause, stress, mood pivot mid-sentence), batch-generates game / app voice lines, migrates from `step-tts-2` (the `voice_label → instruction` breaking change), or hits StepFun's stricter 2.5-era censorship (死/消失/political terms). Triggers on 阶跃 TTS, StepAudio 合成, 语音合成, 配音, 文本转语音, TTS 升级, 迁移 step-tts-2. For transcription with the sibling stepaudio-2.5-asr model, use the stepfun-asr skill instead.

by daymade/claude-code-skills / daymade-audio/stepfun-tts

#broad-capability#research#documentsDesign, Media & Creative

Stitch Design Taste

Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance.

by Leonxlnx/taste-skill / skills/stitch-skill

#work-life#productivity#designDesign, Media & Creative

Stock Analysis

Analyze stocks with fundamental and technical analysis. Supports US, China A-shares, and Hong Kong markets. Generate investment reports with key metrics.

by claude-office-skills/skills / stock-analysis

#work-life#office#productivityBusiness, Marketing & Sales

Stock Correlation

Analyze stock correlations to find related companies and trading pairs. Use when the user asks about correlated stocks, related companies, sector peers, trading pairs, or how two or more stocks move together. Triggers: "what correlates with NVDA", "find stocks related to AMD", "correlation between AAPL and MSFT", "what moves with", "sector peers", "pair trading", "correlated stocks", "when NVDA drops what else drops", "stocks that move together", "beta to", "relative performance", "supply chain partners", "correlation matrix", "co-movement", "related tickers", "sympathy plays", "semiconductor peers", "hedging pair", "realized correlation", "rolling correlation", or any request about stocks that move in tandem or inversely. Also triggers for well-known pairs like AMD/NVDA, GOOGL/AVGO, LITE/COHR. If only one ticker is provided, infer the user wants correlated peers.

by himself65/finance-skills / plugins/market-analysis/skills/stock-correlation

#work-life#productivity#financeBusiness, Marketing & Sales

Stock Liquidity

Analyze stock liquidity using bid-ask spreads, volume profiles, order book depth, market impact estimates, and turnover ratios via Yahoo Finance data. Use this skill whenever the user asks about liquidity, trading costs, bid-ask spread, market depth, volume analysis, slippage, market impact, turnover ratio, or how easy/hard it is to trade a stock without moving the price. Triggers: "how liquid is AAPL", "bid-ask spread", "volume analysis", "order book depth", "market impact of a large order", "turnover ratio", "slippage estimate", "can I trade 100k shares without moving the price", "liquidity comparison", "spread analysis", "ADTV", "Amihud illiquidity", "dollar volume", "execution cost estimate", "liquidity score", penny stocks, small caps, or thinly traded securities.

by himself65/finance-skills / plugins/market-analysis/skills/stock-liquidity

#work-life#productivity#financeData, AI & Research

STOP - SKILL ALREADY LOADED

NLSpec authoring — use when you need a structured specification from multi-AI research and consensus

by nyldn/claude-octopus / skills/flow-spec

#github#broad-capability#externalAgent Orchestration

STOP - SKILL ALREADY LOADED

Run a full build-and-ship pipeline from a spec — use for hands-off project generation

by nyldn/claude-octopus / skills/skill-factory

#github#broad-capability#externalAgent Orchestration

Story Coordinator

Creates, replans, or appends 5-10 Stories per Epic with standards research and multi-epic routing. Use when Epic needs Story decomposition.

by levnikolaevich/claude-code-skills / plugins/agile-workflow/skills/ln-220-story-coordinator

#github#external#license-mitAgent Orchestration

Story Quality Gate

Story-level quality gate with 4-level verdict (PASS/CONCERNS/FAIL/WAIVED) and Quality Score. Use when Story is ready for quality assessment.

by levnikolaevich/claude-code-skills / plugins/agile-workflow/skills/ln-500-story-quality-gate

#github#external#license-mitSoftware Engineering

Story Replanner

Replans Stories by comparing IDEAL vs existing (KEEP/UPDATE/OBSOLETE/CREATE). Use when Epic requirements changed and Stories need realignment.

by levnikolaevich/claude-code-skills / plugins/agile-workflow/skills/ln-222-story-replanner

#github#external#license-mitAgent Orchestration

Strategic Alignment

Cascades strategy from boardroom to individual contributor. Detects and fixes misalignment between company goals and team execution. Covers strategy articulation, cascade mapping, orphan goal detection, silo identification, communication gap analysis, and realignment protocols. Use when teams are pulling in different directions, OKRs don't connect, departments optimize locally at company expense, or when user mentions alignment, strategy cascade, silo, conflicting OKRs, or strategy communication.

by alirezarezvani/claude-skills / c-level-advisor/skills/strategic-alignment

#work-life#productivity#businessBusiness, Marketing & Sales

Strategic Planning

Analyzes the founder's business context to deliver the 3 highest-impact next moves for growth (marketing or sales). Asks up to 10 diagnostic questions when needed to uncover bottlenecks, struggles, and opportunities. Use when user needs strategic guidance, next steps, growth planning, or actionable business strategy.

by ognjengt/founder-skills / skills/strategic-planning

#work-life#productivity#startupBusiness, Marketing & Sales

Strategy Pivot Designer

Detect backtest iteration stagnation and generate structurally different strategy pivot proposals when parameter tuning reaches a local optimum.

by tradermonty/claude-trading-skills / skills/strategy-pivot-designer

#work-life#productivity#financeBusiness, Marketing & Sales

Stream

Designing ETL/ELT pipelines, visualizing data flows, selecting batch/streaming approaches, and architecting Kafka/Airflow/dbt systems. Use when building data pipelines or managing data quality.

by simota/agent-skills / stream

#broad-capability#development#securityDevOps & Cloud

Stride Analysis Patterns

Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.

by wshobson/agents / plugins/security-scanning/skills/stride-analysis-patterns

#broad-capability#engineering#agent-skillsSecurity & Compliance

Stripe Integration

Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.

by wshobson/agents / plugins/payment-processing/skills/stripe-integration

#github#broad-capability#externalBusiness, Marketing & Sales

Stripe Payments

Automate Stripe payment processing, subscription management, invoicing, and financial reporting

by claude-office-skills/skills / stripe-payments

#work-life#office#productivityBusiness, Marketing & Sales

Structural Analysis Workflow

FEA workflow for pump casings and impellers under fluid loads

by Soljourner/claude-engineering-skills / skills/thinking/structural-analysis

#broad-capability#engineering#fluid-dynamicsScience & Simulation

Structured Autonomy Generate

Structured Autonomy Implementation Generator Prompt

by github/awesome-copilot / skills/structured-autonomy-generate

#github-copilot#planningSoftware Engineering

Structured Autonomy Implement

Structured Autonomy Implementation Prompt

by github/awesome-copilot / skills/structured-autonomy-implement

#github-copilot#planningSoftware Engineering

Structured Autonomy Plan

Structured Autonomy Planning Prompt

by github/awesome-copilot / skills/structured-autonomy-plan

#github-copilot#planningSoftware Engineering

Structured Brainstorm & Idea Generator

Runs structured brainstorming sessions using proven frameworks (SCAMPER, random association, constraint removal) and Brave Search for inspiration. Produces ranked idea lists with feasibility scores. Prerequisites: brave-search MCP, python3.

by AgentArmory

#creative#brainstorming#ideationCreative & Ideas

Structured Content Storage

Enforces structured, highly documented storage for code and data projects. Use when working on machine learning scripts, data processing, code creation, or script modification that should preserve clear structure and documentation.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/structured-content-storage

#broad-capability#creative#codeSoftware Engineering

Structured Extraction

Extract structured data matching a JSON schema from websites. Handles complex nested schemas, arrays, pagination, and validation. Always outputs via formatOutput.

by firecrawl/web-agent / agent-core/src/skills/definitions/structured-extraction

#firecrawl-firecrawl-agent#crawling#structuredData, AI & Research

Study Notes

Create comprehensive study notes on: $1

by TaylorHuston/local-life-manager / .claude/skills/study-notes

#personal-productivity#daily-routine#weekly-reviewEducation & Writing

Style Components with Modern Theming (Preview)

Style components with modern theming using Fluent UI

by github/awesome-copilot / instructions/pcf-fluent-modern-theming.instructions.md

#github-copilot#frontend#developmentSoftware Engineering

Subagent Driven Development

Execute plans via delegate_task subagents (2-stage review).

by NousResearch/hermes-agent / optional-skills/software-development/subagent-driven-development

#broad-capability#development#creativeSoftware Engineering

Subagent Driven Development

Use when executing implementation plans with independent tasks in the current session

by guanyang/antigravity-skills / skills/subagent-driven-development

#broad-capability#agent-skills#designAgent Orchestration

Subagent Driven Development

Use when executing implementation plans with independent tasks in the current session

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/subagent-driven-development

#broad-capability#creative#subagentAgent Orchestration

Subagent-Driven Development

Execute plans via delegate_task subagents (2-stage review).

by NousResearch/hermes-agent / skills/software-development/subagent-driven-development

#github#broad-capability#externalSoftware Engineering

Submission Checklist

Stage-based submission checklists for papers/reports: pre-submission, submission, revision/rebuttal, camera-ready. Includes templates (cover letter, rebuttal matrix) and quality gates.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/submission-checklist

#broad-capability#creative#academicEducation & Writing

Subscription Audit & Cancellation Guide

Scans bank CSV exports for recurring charges, identifies all subscriptions with amounts and frequencies, calculates annual cost, and provides cancellation links via Brave Search. Prerequisites: python3, brave-search MCP.

by AgentArmory

#finance#subscriptions#auditFinance & Budgeting

Subscription Lifecycle

When the user wants to optimize their subscription business end-to-end — from trial start through renewal, cancellation, and win-back. Use when the user mentions "subscription lifecycle", "trial conversion", "churn", "cancellation", "win-back", "lapsed subscribers", "dunning", "billing retry", "grace period", "renewal rate", "subscriber LTV", or "resubscribe". For paywall design and pricing strategy, see monetization-strategy. For subscription analytics dashboards, see app-analytics.

by Eronred/aso-skills / skills/subscription-lifecycle

#work-life#productivity#app-store-optimizationBusiness, Marketing & Sales

Subscription Management

SaaS subscription lifecycle management - billing, upgrades, downgrades, churn prevention, and revenue optimization

by claude-office-skills/skills / subscription-management

#work-life#office#productivityBusiness, Marketing & Sales

Suggest Awesome GitHub Copilot Agents

Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this repository, and identifying outdated agents that need updates.

by github/awesome-copilot / skills/suggest-awesome-github-copilot-agents

#github-copilot#agent#instructionsAgent Orchestration

Suggest Awesome GitHub Copilot Instructions

Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.

by github/awesome-copilot / skills/suggest-awesome-github-copilot-instructions

#github-copilot#documentationSoftware Engineering

Suggest Awesome GitHub Copilot Skills

Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates.

by github/awesome-copilot / skills/suggest-awesome-github-copilot-skills

#github-copilot#skill#authoringSoftware Engineering

Summarize

Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.

by openclaw/openclaw / skills/summarize

#github#broad-capability#externalWeb & Browser Automation

Summarize Interview

Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items. Use when processing interview recordings or transcripts, synthesizing discovery interviews, or creating interview summaries.

by phuryn/pm-skills / pm-product-discovery/skills/summarize-interview

#work-life#productivity#product-managementBusiness, Marketing & Sales

Summarize Meeting

Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.

by phuryn/pm-skills / pm-execution/skills/summarize-meeting

#work-life#productivity#product-managementPersonal Productivity

Suno Engineer

Constructs technical Suno V5/V5.5 style prompts, selects genres, and optimizes generation settings. Use when creating or refining Suno prompts for track generation.

by bitwize-music-studio/claude-ai-music-skills / skills/suno-engineer

#broad-capability#music#audio-generationDesign, Media & Creative

Supabase

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector).

by supabase/agent-skills / skills/supabase

#supabase#postgres#databaseSoftware Engineering

Supabase

Core Supabase CLI, migrations, RLS, Edge Functions

by alinaqi/maggy / skills/supabase

#claude-bootstrap#bootstrap#cloudDevOps & Cloud

Supabase Nextjs

Next.js with Supabase and Drizzle ORM

by alinaqi/maggy / skills/supabase-nextjs

#claude-bootstrap#bootstrap#backendSoftware Engineering

Supabase Node

Express/Hono with Supabase and Drizzle ORM

by alinaqi/maggy / skills/supabase-node

#claude-bootstrap#bootstrap#backendSoftware Engineering

Supabase Postgres Best Practices

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

by guanyang/antigravity-skills / skills/supabase-postgres-best-practices

#github#broad-capability#externalDesign, Media & Creative

Supabase Postgres Best Practices

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

by supabase/agent-skills / skills/supabase-postgres-best-practices

#supabase#postgres#databaseSoftware Engineering

Supabase Python

FastAPI with Supabase and SQLAlchemy/SQLModel

by alinaqi/maggy / skills/supabase-python

#claude-bootstrap#bootstrap#backendSoftware Engineering

Superclaude Framework Compat

Codex compatibility layer for SuperClaude /sc:* commands with vibe-adapted routing.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/superclaude-framework-compat

#broad-capability#creative#agenticAgent Orchestration

Supermemory: Memory Infrastructure for AI Agents

Supermemory is a state-of-the-art memory and context infrastructure for AI agents. Use this skill when building applications that need persistent memory, user personalization, long-term context retention, or semantic search across knowledge bases. It provides Memory API for learned user context, User Profiles for static/dynamic facts, and RAG for semantic search. Perfect for chatbots, assistants, and knowledge-intensive applications.

by supermemoryai/supermemory / skills/supermemory

#work-life#productivity#externalPersonal Productivity

Suppress Ghost Contacts

Identify and suppress ghost contacts who received marketing emails but never opened any. These contacts destroy sender reputation and deliverability. Hybrid approach: API for discovery, manual UI for suppression.

by TomGranot/hubspot-admin-skills / skills/suppress-ghost-contacts

#work-life#crm#hubspotBusiness, Marketing & Sales

Suppress Global Unsubscribes

Identify and suppress globally unsubscribed contacts to ensure legal compliance and reduce billing. Hybrid approach: API for discovery and audit, manual UI for suppression (hs_marketable_status is read-only).

by TomGranot/hubspot-admin-skills / skills/suppress-global-unsubscribes

#work-life#crm#hubspotBusiness, Marketing & Sales

Suppress Hard Bounced

Identify and suppress hard-bounced contacts to protect email sender reputation. Hybrid approach: API for discovery and audit, manual UI for suppression (hs_marketable_status is read-only via API).

by TomGranot/hubspot-admin-skills / skills/suppress-hard-bounced

#work-life#crm#hubspotBusiness, Marketing & Sales

Suspicious Email Analyzer

Analyze emails for phishing, scam indicators, and security threats

by claude-office-skills/skills / suspicious-email

#work-life#office#productivitySecurity & Compliance

Svelte 5 and SvelteKit Development Instructions

Svelte 5 and SvelteKit development standards and best practices for component-based user interfaces and full-stack applications

by github/awesome-copilot / instructions/svelte.instructions.md

#github-copilot#frontend#developmentSoftware Engineering

Svm

Explore Solana's architecture and protocol internals. Covers the SVM execution engine, account model, consensus, transactions, validator economics, data layer, development tooling, and token extensions using the Helius blog, SIMDs, and Agave/Firedancer source code.

by helius-labs/core-ai / helius-skills/svm

#helius-core-ai#solana#blockchainSoftware Engineering

Svm

Explore Solana's architecture and protocol internals. Covers the SVM execution engine, account model, consensus, transactions, validator economics, data layer, development tooling, and token extensions using the Helius blog, SIMDs, and Agave/Firedancer source code.

by helius-labs/core-ai / helius-plugin/skills/svm

#helius-core-ai#solana#blockchainEducation & Writing

Svm

Explore Solana's architecture and protocol internals. Covers the SVM execution engine, account model, consensus, transactions, validator economics, data layer, development tooling, and token extensions using the Helius blog, SIMDs, and Agave/Firedancer source code.

by helius-labs/core-ai / helius-cursor/skills/svm

#helius-core-ai#solana#blockchainData, AI & Research

SVM — Understand Solana's Architecture

<!-- Generated from helius-skills/svm/SKILL.md — do not edit -->

by helius-labs/core-ai / .agents/skills/svm

#helius-core-ai#solana#blockchainEducation & Writing

Sweep

Detecting unnecessary files, unused code, and orphaned files, and proposing safe deletion. For repo cleanup, dead code removal, or tidying. Don't use for removal execution (Builder), deletion review (Judge), repo structure (Grove), or scope cutting (Void).

by simota/agent-skills / sweep

#broad-capability#development#securitySoftware Engineering

Swift Expert

Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/await concurrency, implements actors for thread safety, and debugs Swift-specific issues. Use when building iOS/macOS applications with Swift 5.9+, SwiftUI, or async/await concurrency. Invoke for protocol-oriented programming, SwiftUI state management, actors, server-side Swift, UIKit integration, Combine, or Vapor.

by Jeffallan/claude-skills / skills/swift-expert

#engineering#full-stack#xcodeMobile App Development

Swift MCP Expert

Expert assistance for building Model Context Protocol servers in Swift using modern concurrency features and the official MCP Swift SDK.

by github/awesome-copilot / agents/swift-mcp-expert.agent.md

#github-copilot#mcp#serverSoftware Engineering

Swift MCP Server Development Guidelines

Best practices and patterns for building Model Context Protocol (MCP) servers in Swift using the official MCP Swift SDK package.

by github/awesome-copilot / instructions/swift-mcp-server.instructions.md

#github-copilot#mcp#serverSoftware Engineering

Swift MCP Server Generator

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

by github/awesome-copilot / skills/swift-mcp-server-generator

#github-copilot#mcp#serverAgent Orchestration

Swift Patterns

Review, refactor, or build SwiftUI features with correct state management, modern API usage, optimal view composition, navigation patterns, performance optimization, and testing best practices.

by efremidze/swift-patterns-skill / swift-patterns

#efremidze-swift-patterns#swift#reactMobile App Development

SwiftUI Expert Skill

Use when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state management and `@Observable` data flow, view composition and invalidation/performance, lists and `ForEach` identity, environment usage, localization, animations, Liquid Glass adoption, migrating soft-deprecated APIs, or Instruments `.trace` capture/analysis for hangs, hitches, CPU hotspots, or excessive view updates.

by AvdLee/SwiftUI-Agent-Skill / swiftui-expert-skill

#broad-capability#swiftui#iosSoftware Engineering

Swot Analysis

Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business position.

by phuryn/pm-skills / pm-product-strategy/skills/swot-analysis

#work-life#productivity#product-managementBusiness, Marketing & Sales

Symfony Development Instructions

Symfony development standards aligned with official Symfony Best Practices

by github/awesome-copilot / instructions/php-symfony.instructions.md

#github-copilot#backend#developmentSoftware Engineering

Sympy

Use when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX. Prefer NumPy or SciPy when floating-point approximations are sufficient.

by K-Dense-AI/scientific-agent-skills / skills/sympy

#broad-capability#science#mathScience & Simulation

Sympy Symbolic

Derive and solve fluid dynamics and pump equations symbolically

by Soljourner/claude-engineering-skills / skills/packages/sympy-symbolic

#broad-capability#engineering#fluid-dynamicsScience & Simulation

SymPy - Symbolic Mathematics in Python

Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics calculations, number theory problems, geometry computations, and generating executable code from mathematical expressions. Apply this skill when the user needs exact symbolic results rather than numerical approximations, or when working with mathematical formulas that contain variables and parameters.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/sympy

#broad-capability#github#externalData, AI & Research

Synthesize

Synthesize information across multiple sources into a structured document. Processes sources in batches across sessions to handle more data than fits in context. Discovers and queues related sources automatically. Use for research synthesis, topic deep-dives, or consolidating scattered notes. Triggers on "synthesize", "synthesis", "research [topic]".

by TaylorHuston/local-life-manager / .claude/skills/synthesize

#personal-productivity#daily-routine#weekly-reviewData, AI & Research

Synthesize Research

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

by anthropics/knowledge-work-plugins / product-management/skills/synthesize-research

#work-life#productivity#knowledge-workData, AI & Research

System

Our expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data.

by github/awesome-copilot / agents/elasticsearch-observability.agent.md

#github-copilot#awesome-copilot#externalAgent Orchestration

Systematic Debugging

Root-cause route for actual bugs, failing tests, build errors, crashes, stack traces, and unexpected behavior. Do not use for test-first/TDD feature work, test-report packaging, review-feedback handling, or final completion evidence.

by foryourhealth111-pixel/Vibe-Skills / bundled/skills/systematic-debugging

#broad-capability#creative#debuggingSoftware Engineering

Systematic Debugging

4-phase root cause debugging: understand bugs before fixing.

by NousResearch/hermes-agent / skills/software-development/systematic-debugging

#broad-capability#development#creativeSoftware Engineering

Systematic Debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

by guanyang/antigravity-skills / skills/systematic-debugging

#broad-capability#agent-skills#designSoftware Engineering

System Profile

Profile a target (script, process, GPU, memory, interconnect) for performance analysis. Use when user says "profile", "benchmark", "bottleneck", or wants performance analysis.

by wanshuiyin/Auto-claude-code-research-in-sleep / skills/skills-codex/system-profile

#broad-capability#wanshuiyin-aris#ml-researchSoftware Engineering

Systems Paper Writing

Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific checklists, reviewer guidelines, LaTeX templates, and conference deadlines. Use this skill for all systems conference paper writing.

by Orchestra-Research/AI-Research-SKILLs / 20-ml-paper-writing/systems-paper-writing

#broad-capability#ai-research#machine-learningEducation & Writing

Table Extractor

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by claude-office-skills/skills / table-extractor

#work-life#office#productivityData, AI & Research

Tables Data Specialist

Data table accessibility specialist for web applications. Use when building or reviewing any data table, sortable table, grid, spreadsheet-like interface, comparison table, pricing table, or any tabular data display. Covers proper markup, scope, caption, headers, sortable columns, responsive patterns, and ARIA grid/treegrid roles. Applies to any web framework or vanilla HTML/CSS/JS.

by Community-Access/accessibility-agents / codex-skills/tables-data-specialist

#broad-capability#accessibility#a11ySoftware Engineering

Tabular Review

Tabular review — one row per document, one column per data point, every cell cited to source. Built for M&A diligence ("review these 200 target contracts for change-of-control, assignment, and MAC clauses") but works for any batch review that needs a spreadsheet out the other end. Use when user says "tabular review", "review grid", "build a grid", "extract these fields from these contracts", "review these documents for X, Y, Z", "give me a spreadsheet of", "batch review", or points at a folder of documents and asks to compare them.

by anthropics/claude-for-legal / corporate-legal/skills/tabular-review

#legal#contracts#ndaPresentations & Documents

Tailored Resume Generator

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

by ComposioHQ/awesome-claude-skills / tailored-resume-generator

#work-life#productivity#composioPersonal Productivity

Tailwind CSS v4+ Installation with Vite

Tailwind CSS v4+ installation and configuration for Vite projects using the official @tailwindcss/vite plugin

by github/awesome-copilot / instructions/tailwind-v4-vite.instructions.md

#github-copilot#frontend#developmentSoftware Engineering

Tailwind Design System

Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.

by wshobson/agents / plugins/frontend-mobile-development/skills/tailwind-design-system

#broad-capability#engineering#agent-skillsSoftware Engineering

TanStack Start with Shadcn/ui Development Guide

Guidelines for building TanStack Start applications

by github/awesome-copilot / instructions/tanstack-start-shadcn-tailwind.instructions.md

#github-copilot#frontend#developmentSoftware Engineering

Targeted Cover Letter Generator

Researches a company via Brave Search, maps your experience to their job requirements, and generates a personalized cover letter with company-specific talking points. Prerequisites: brave-search MCP, pandoc.

by AgentArmory

#career#cover-letter#job-searchCareer & Professional

Task Coordination Strategies

Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.

by wshobson/agents / plugins/agent-teams/skills/task-coordination-strategies

#broad-capability#engineering#agent-skillsSoftware Engineering