All Agent Skills
41,263 results
- Preregistering AnalysisK-DenseUse before running any confirmatory analysis or looking at outcome data, when testing a hypothesis, computing a p-value, or about to claim an effect - locks predictions and decision rules before results are seen
- Receiving Critical ReviewK-DenseUse when receiving critical feedback on an analysis or manuscript, before implementing suggestions, especially if feedback seems unclear or methodologically questionable - requires verification, not performative agreement or blind changes
- Reporting And Archiving FindingsK-DenseUse when an analysis is complete and verified, and you need to decide how to report it and archive the work for reproducibility
- Requesting Red Team ReviewK-DenseUse after completing an analysis or before reporting a finding, to have a skeptical reviewer attack the conclusion before you believe it
- Setting Up Reproducible AnalysisK-DenseUse when starting analysis work that needs isolation, or before executing a pre-registered plan - ensures an isolated, reproducible workspace with pinned environment, fixed seeds, and immutable raw data
- Subagent Driven AnalysisK-DenseUse when executing a pre-registered analysis plan with mostly independent steps in the current session
- Surveying Prior WorkK-DenseUse after framing a question and before designing an analysis, or when choosing a method, judging whether a result is novel, or needing a prior effect size for a power calculation
- Using Science SuperpowersK-DenseUse when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
- Verifying Results Before ClaimingK-DenseUse when about to claim a result, effect, significance, or that an analysis reproduces, before reporting or writing it up - requires running the analysis fresh and reading the actual output first; evidence before claims always
- Writing Science SkillsK-DenseUse when creating new skills, editing existing skills, or verifying skills work before deployment
- Adr Draftinggiuseppe-trisciuoglioCreates new Architecture Decision Record (ADR) documents for significant architectural changes using a consistent template and repository-aware naming and storage guidance. Use when a user or agent decides on an architectural change, needs to document technical rationale, or wants to add a new ADR to the project history.
- AWS Cdkgiuseppe-trisciuoglioProvides AWS CDK TypeScript patterns for defining, validating, and deploying AWS infrastructure as code. Use when creating CDK apps, stacks, and reusable constructs, modeling serverless or VPC-based architectures, applying IAM and encryption defaults, or testing and reviewing `cdk synth`, `cdk diff`, and `cdk deploy` changes.
- AWS Lambda Java Integrationgiuseppe-trisciuoglioProvides AWS Lambda integration patterns for Java with cold start optimization. Use when deploying Java functions to AWS Lambda, choosing between Micronaut and Raw Java approaches, optimizing cold starts below 1 second, configuring API Gateway or ALB integration, or implementing serverless Java applications.
- AWS Lambda Php Integrationgiuseppe-trisciuoglioProvides AWS Lambda integration patterns for PHP with Symfony using the Bref framework. Creates Lambda handler classes, configures runtime layers, sets up SQS/SNS event triggers, implements warm-up strategies, and optimizes cold starts.
- AWS Lambda Python Integrationgiuseppe-trisciuoglioProvides AWS Lambda integration patterns for Python with cold start optimization. Use when deploying Python functions to AWS Lambda, choosing between AWS Chalice and raw Python approaches, optimizing cold starts, configuring API Gateway or ALB integration, or implementing serverless Python applications.
- AWS Lambda Typescript Integrationgiuseppe-trisciuoglioProvides AWS Lambda integration patterns for TypeScript with cold start optimization. Use when creating or deploying TypeScript Lambda functions, choosing between NestJS framework and raw TypeScript approaches, optimizing cold starts, configuring API Gateway or ALB integration, or implementing serverless TypeScript applications.
- AWS Rds Spring Boot Integrationgiuseppe-trisciuoglioProvides patterns to configure AWS RDS (Aurora, MySQL, PostgreSQL) with Spring Boot applications. Configures HikariCP connection pools, implements read/write splitting, sets up IAM database authentication, enables SSL connections, and integrates with AWS Secrets Manager. Use when setting up RDS connections in Spring Boot, configuring connection pooling, or managing database credentials securely.
- AWS Sdk Java V2 Bedrockgiuseppe-trisciuoglioProvides Amazon Bedrock patterns using AWS SDK for Java 2.x. Invokes foundation models (Claude, Llama, Titan), generates text and images, creates embeddings for RAG, streams real-time responses, and configures Spring Boot integration. Use when asking about Bedrock integration, Java SDK for AI models, AWS generative AI, Claude/Llama invocation, embeddings for RAG, or Spring Boot AI setup.
- AWS Sdk Java V2 Coregiuseppe-trisciuoglioCore patterns and best practices for AWS SDK for Java 2.x. Use when configuring AWS service clients, setting up authentication, managing credentials, configuring timeouts, HTTP clients, or following AWS SDK best practices.
- AWS Sdk Java V2 Dynamodbgiuseppe-trisciuoglioProvides Amazon DynamoDB patterns using AWS SDK for Java 2.x. Use when creating, querying, scanning, or performing CRUD operations on DynamoDB tables, working with indexes, batch operations, transactions, or integrating with Spring Boot applications.
- AWS Sdk Java V2 Kmsgiuseppe-trisciuoglioProvides AWS Key Management Service (KMS) patterns using AWS SDK for Java 2.x. Use when creating/managing encryption keys, encrypting/decrypting data, generating data keys, digital signing, key rotation, or integrating encryption into Spring Boot applications.
- AWS Sdk Java V2 Lambdagiuseppe-trisciuoglioProvides AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating Lambda with Spring Boot applications.
- AWS Sdk Java V2 Messaginggiuseppe-trisciuoglioProvides AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Handles sending/receiving messages, FIFO queues, DLQ, subscriptions, and pub/sub patterns. Use when implementing messaging with SQS or SNS.
- AWS Sdk Java V2 Rdsgiuseppe-trisciuoglioProvides AWS RDS (Relational Database Service) management patterns using AWS SDK for Java 2.x. Use when creating, modifying, monitoring, or managing Amazon RDS database instances, snapshots, parameter groups, and configurations.