Estimate policy effects by constructing a weighted comparison from untreated regions or other units. Guides donor selection, weight fitting, placebo tests, and reporting, with examples in R, Python, and Stata for studies with few treated units.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Evaluating a policy introduced in one region
- Selecting and weighting comparison units
- Testing results with fake treatment dates or units
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Research technical, market, or academic topics through multiple available AI providers working in parallel. Combine their findings into a report that preserves disagreements, identifies gaps, attributes sources, and recommends next steps with priorities.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Comparing libraries and implementation patterns
- Researching markets and competitors
- Synthesizing literature on a topic
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Clarify a feature’s requirements with multiple AI providers, combining technical constraints with user and business needs. Produce a scoped definition covering priorities, edge cases, exclusions, and a requirements checklist before implementation begins.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Defining requirements for a user authentication system
- Setting boundaries for a notification feature
- Identifying technical constraints and edge cases
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Research technical or business questions through multiple available AI providers, each assigned a different perspective. Combine usable results into a report covering findings, disagreements, evidence gaps, priorities, and recommended next steps.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Compare libraries and technical approaches
- Research markets and competitor strategies
- Synthesize literature from multiple perspectives
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Develop complex features or business documents by gathering approaches from available AI providers. Combine their perspectives with prior project decisions and quality checks to produce a proposed plan, then proceed with implementation after user confirmation.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Planning and implementing a complex feature
- Comparing approaches for an external service integration
- Developing a product requirements document or strategy
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Review code or documents with available AI providers before delivery. Combine findings into a scored validation report that checks prior requirements and decisions, separates critical issues from warnings, and recommends next steps.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Review authentication code before release
- Check API readiness before deployment
- Review a PRD for missing requirements
nyldn/claude-octopus☆ 4.3천2026년 10월 19일 업데이트
Turn Markdown, Word, PDF, or plain text articles into styled HTML for the WeChat official account editor. Apply themes, numbered sections, and keyword emphasis, then produce a checked article and a preview with a copy button.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Format an existing article for a WeChat official account
- Automatically choose a theme and format an article
- Create a reusable theme from a description or reference image
isjiamu/gzh-design-skill☆ 4.1천2026년 10월 20일 업데이트
Set up and troubleshoot GitHub Actions workflows that publish Tutti apps. Covers release packaging, versioning, hosted release metadata, and catalog updates, including repairs when a published app does not appear in App Center.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Set up a Tutti app release workflow
- Repair missing apps in App Center
- Separate staging and production releases
tutti-os/tutti☆ 3.8천2026년 10월 8일 업데이트
Create text-driven visuals in Markdown: charts, diagrams, cards, architecture and page layouts. Charts and analytical views (bar, line, pie, heatmap, correlation, regression); reliability and operations (latency, incident, throughput, cycle time, OKR, standup, on-call); product and finance (funnel, retention, revenue, budget); process and workflow (approval, BPMN); software design and behaviour (class, state machine, sequence, C4); dependencies and impact (dependency graph, ER, causality); system architecture as HTML (layer stack, wings, zones, topology, service catalogue, request paths); infrastructure (cloud, Kubernetes, ETL, network, security, IAM, compliance); governance and people (ArchiMate, org chart, hiring); knowledge and planning (mind map, roadmap, Gantt, migration); documents (comparison, SWOT, memo, policy, catalogue, case study). Use when a document needs a diagram, chart or card. Figures render live. Not for slide decks or math notation. Not recommended: mermaid / canvas / drawio / dot.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
markdown-viewer/skills☆ 3.4천2026년 10월 6일 업데이트
Screen US stocks using William O'Neil's CANSLIM growth stock methodology. Use when user requests CANSLIM stock screening, growth stock analysis, momentum stock identification, or wants to find stocks with strong earnings and price momentum following O'Neil's investment system.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
tradermonty/claude-trading-skills☆ 3.1천2026년 10월 20일 업데이트
Detects Follow-Through Day (FTD) signals for market bottom confirmation using William O'Neil's methodology. Dual-index tracking (S&P 500 + NASDAQ) with state machine for rally attempt, FTD qualification, and post-FTD health monitoring. Use when user asks about market bottom signals, follow-through days, rally attempts, re-entry timing after corrections, or whether it's safe to increase equity exposure. Complementary to market-top-detector (defensive) - this skill is offensive (bottom confirmation).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
tradermonty/claude-trading-skills☆ 3.1천2026년 10월 20일 업데이트
Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size. Uses EventBridge to trigger a Step Functions state machine when objects are uploaded to S3. Small files are processed by Lambda, large files by a Fargate task. Includes VPC, ECR repository, ECS cluster, and scoped IAM roles. Trigger keywords: Step Functions, Fargate, Lambda, S3 event, EventBridge, ECS, ECR, file processing, workflow orchestration, serverless.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target types, outbound auth (OAuth, API key, IAM), credentials, and Cedar policy authoring. Triggers on: "connect to API", "add gateway", "connect to MCP server", "Lambda tools", "OpenAPI", "gateway target", "Cedar policy", "restrict tools", "policy engine", "gateway auth error", "store API key", "outbound credential", "env var API key", "API key None after deploy", "credential not available after deploy", "should this be a gateway target", "give my agent tools", "add tools to agent". Not for inbound auth (who can call your agent) — use agents-harden. Not for debugging agent behavior — use agents-debug. Not for VPC networking errors (agent can't reach APIs due to VPC) — use agents-build. Not for creating or hosting a new MCP server project — use agents-get-started.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate limiting, input validation, and quota guidance. Triggers on: "production checklist", "harden agent", "production ready", "secure agent", "inbound auth", "going live", "cold start optimization", "session lifecycle", "StopRuntimeSession", "quota", "throttling", "maxVms", "rate limit", "security audit of outbound API calls", "gateway target audit for production", "restrict who can call", "lock down endpoint", "only our app can call". Not for Cedar tool-restriction policies — use agents-connect. Not for quality measurement — use agents-optimize. Not for outbound credential storage or API key wiring — use agents-connect. Not for A2A agent-to-agent auth — use agents-build. Cold start observation and diagnosis (not optimization) routes to agents-debug.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Configure AWS Security Agent for the current workspace — provision or reuse an agent space, IAM service role, and S3 bucket. Use when the user asks to "set up security agent", "configure security scanner", "is security agent configured", or on first-time use before any scan or pentest.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, namespace, table, schema, Glue catalog registration, partitioning, IAM access control. Triggers on: create table, data lake table, analytics table, structured data storage, S3 Tables, Iceberg, Athena table, partitioning strategy, access permissions. Do NOT use for: importing files (use ingesting-into-data-lake), vector storage (use storing-and-querying-vectors), querying existing tables (use querying-data-lake), or locating existing table (use finding-data-lake-assets).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary deployments. Triggers on: "deploy my agent", "agentcore deploy", "deploy failed", "CDK error", "rollback", "canary deploy", "pin version", "redeploy", "deploy stuck". Not for production hardening — use agents-harden. Not for adding capabilities before deploy — use agents-build or agents-connect. Not for VPC configuration errors — use agents-build.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Creates an API Gateway stage with CloudWatch logging, X-Ray tracing, throttling, WAF integration, and IAM roles following AWS best practices. Use when deploying a REST API to different environments such as dev, test, or production.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server. Applicable when users ask about SSMS times out connecting from EC2, Cannot generate SSPI context with Windows auth, connect RDS SQL Server from Lambda with pymssql, auth_scheme shows NTLM instead of KERBEROS on ECS Fargate, SSM tunnel to RDS SQL Server from laptop, port 1433 security group, TrustServerCertificate=True for localhost tunnels, SPN MSSQLSvc, AWS Managed Microsoft AD, CNAME not RDS endpoint for Kerberos, tds_version='7.4', encryption='require', port-as-string for pymssql, Secrets Manager credential caching in Lambda, error 18456 login failed. Covers Python (pymssql, pyodbc), .NET (Microsoft.Data.SqlClient), Java (JDBC mssql-jdbc), Node.js (tedious), IAM auth via RDS Proxy, and VPC/ECS/EKS/Lambda deployment.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Plans, builds, runs, and analyzes fault injection experiments with AWS Fault Injection Service (AWS FIS) to validate application resilience through chaos engineering. Covers experiment templates (actions, targets, stop conditions), the FIS actions catalog and action selection, the scenario library (AZ power interruption, cross-Region connectivity, EC2/EKS/EBS stress), experiment lifecycle and monitoring, logging and reports, multi-account experiments, the experiment IAM role, and blast-radius safety. Applies when a user mentions AWS FIS or fault injection, asks what experiment to run for a failure mode (AZ, Region, API errors/throttling, instance/pod/DB/cache failure, latency, packet loss), wants to author an experiment template or CLI/CloudFormation, or needs to safely run chaos experiments in pre-production or production. For the broader resilience program across Resilience Hub and ARC, see aws-resilience-lifecycle; for ARC routing controls and zonal shift, see recovery-controller-setup.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Configures AWS Resilience Hub v2 for multi-account resilience management across an AWS Organization. Covers the per-service cross-account permission model, cross-account IAM roles, and centralized assessment from a single account. Applies when the user wants to set up org-wide resilience or assess workloads that span multiple AWS accounts.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Retrieves authoritative guidance on Amazon Timestream for InfluxDB across its supported engine variants. Applicable to any InfluxDB-on-AWS request including engine variant and licensing selection, provisioning and IAM, encryption at rest (AWS-owned and customer-managed KMS keys, key policies, and key lifecycle), schema design (tags vs fields, cardinality, HTTP/sensor/metric data modeling), migration from LiveAnalytics, Processing Engine plugins, connectivity (database endpoints and private or public access), and write/query errors.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Launches an EC2 instance with secure, cost-efficient defaults including AMI selection, burstable instance sizing, least-privilege IAM roles, hardened security groups, encrypted EBS volumes, and comprehensive tagging. Use when deploying new EC2 instances following AWS best practices for security and cost optimization.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트
Connects an AWS Lambda function to DynamoDB with IAM roles, stream event source mapping, and read/write permissions. Use when setting up Lambda-DynamoDB integration, processing DynamoDB stream events, or deploying serverless event-driven architectures.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
aws/agent-toolkit-for-aws☆ 2.9천2026년 10월 20일 업데이트