sawrus/agent-guides

general-dev-tools

Core development tools used across any project — git, docker, make, CI/CD, linting, formatting, pre-commit hooks.

Idioma del texto original: inglés

data-modeling

Guides warehouse data modeling with a Kimball/wide-table/Data Vault decision tree, medallion dbt layering, and fact table templates; use when designing a warehouse schema, choosing a modeling approach, or refactoring an existing model.

Idioma del texto original: inglés

dbt-patterns

Provides dbt development patterns for materialization strategy, incremental models, and audit-column macros; use when building dbt models, writing macros, or configuring materializations.

Idioma del texto original: inglés

lineage-governance

Covers data lineage tracing in dbt, column-change impact assessment, and data catalog standards; use when tracing data origins, assessing the impact of schema changes, or managing the data catalog.

Idioma del texto original: inglés

orchestration

Provides Airflow DAG templates and idempotent task patterns for pipeline orchestration; use when designing DAGs, debugging pipeline failures, or configuring retries.

Idioma del texto original: inglés

quality-checks

Defines a dbt test taxonomy and volume anomaly detection for data quality; use when adding tests to dbt models, implementing data validation, or investigating data quality incidents.

Idioma del texto original: inglés

sql-optimization

Applies SQL optimization patterns, window functions, and Snowflake-specific tuning; use when writing complex queries, optimizing slow queries, designing indexes, or reviewing query performance.

Idioma del texto original: inglés

streaming-patterns

Provides Kafka producer and consumer best practices and dead letter queue patterns for streaming data; use when designing Kafka consumers or producers or implementing real-time pipelines.

Idioma del texto original: inglés

a11y-audit

Audits and fixes frontend accessibility with common WCAG violation fixes and a keyboard navigation checklist; use when building interactive components, reviewing a PR for accessibility, or fixing a11y lint errors.

Idioma del texto original: inglés

api-integration

Provides frontend API integration patterns for a standard fetch layer, loading and error states, and optimistic updates; use when connecting a component to a REST API or implementing optimistic updates.

Idioma del texto original: inglés

error-handling

Provides frontend error boundaries and an error classification scheme for async and UI errors; use when adding error boundaries, handling async errors, or building error UI states.

Idioma del texto original: inglés

performance-tuning

Tunes frontend performance through re-render prevention, code splitting, image optimization, and bundle analysis; use when optimizing Core Web Vitals, reducing bundle size, diagnosing render performance, or reviewing images and fonts.

Idioma del texto original: inglés

state-management

Classifies frontend state and applies colocation, React Query, and Zustand slice patterns; use when deciding where to put state, choosing between local and global state, integrating server state, or debugging stale data.

Idioma del texto original: inglés

testing-patterns

Provides frontend testing patterns for component tests, custom hook tests, and MSW API mocks; use when writing tests for components, hooks, or integration flows.

Idioma del texto original: inglés

app-builder

Orchestrate full-stack application scaffolding — determine project type, select tech stack, coordinate agents, scaffold structure.

Idioma del texto original: inglés

backend-developer

Specialized skill for Python backend development using FastAPI, SQLAlchemy, and Pydantic.

Idioma del texto original: inglés

blackbox-test

Automates end-to-end and system validation tests. Runs services via Docker, feeds inputs, executes scenarios, and verifies outputs.

Idioma del texto original: inglés

experiment-tracking

Applies an MLflow tracking pattern for reproducible ML experiments; use when running training experiments, comparing runs, or reproducing a historical experiment.

Idioma del texto original: inglés

feature-engineering

Builds declarative feature pipelines and prevents training-serving skew; use when building training datasets, designing feature pipelines, or debugging training-serving skew.

Idioma del texto original: inglés

inference-serving

Provides a FastAPI inference endpoint pattern and a latency checklist for model serving; use when deploying a model to an API endpoint or optimizing inference latency.

Idioma del texto original: inglés

model-evaluation

Guides model evaluation with threshold selection and subgroup fairness analysis; use when evaluating a trained model, comparing model versions, or performing fairness analysis.

Idioma del texto original: inglés

model-monitoring

Defines model monitoring dimensions and PSI-based drift detection; use when setting up monitoring for a deployed model or responding to drift alerts.

Idioma del texto original: inglés

app-store-prep

Provides a pre-submission checklist for App Store and Google Play releases; use when preparing a mobile release build or responding to store rejection reasons.

Idioma del texto original: inglés

mobile-testing

Provides Detox end-to-end test patterns for mobile apps; use when writing mobile E2E tests or configuring Detox.

Idioma del texto original: inglés

native-modules

Guides native module integration, including when to bridge native SDKs and biometric authentication; use when integrating device APIs, bridging to native SDKs, or debugging platform-specific behavior.

Idioma del texto original: inglés

navigation-patterns

Provides React Navigation architecture and deep link validation patterns; use when designing mobile app navigation, implementing deep linking, or handling auth flows.

Idioma del texto original: inglés

push-notifications

Implements mobile push notifications with well-timed permission requests and deep-linking notification categories; use when implementing push notifications, handling notification permissions, or debugging delivery.

Idioma del texto original: inglés

state-sync

Implements offline-first mobile state sync with optimistic updates and an MMKV offline queue; use when implementing offline-first features, handling optimistic updates, or building sync queues.

Idioma del texto original: inglés

ci-cd-pipelines

Provides CI/CD pipeline structure, a GitHub Actions CI template, deployment gates, and an optimization checklist; use when designing GitHub Actions workflows, optimizing pipeline speed, or implementing deployment gates.

Idioma del texto original: inglés

incident-response

Provides incident severity classification, a P0 response playbook, and common runbooks; use when responding to a production alert, diagnosing an outage, or writing a postmortem.

Idioma del texto original: inglés

k8s-manifests

Provides production Kubernetes deployment, HPA, and PodDisruptionBudget templates; use when writing Kubernetes YAML, designing Helm charts, setting resource limits, configuring probes, or reviewing pod security.

Idioma del texto original: inglés

networking

Guides cloud networking with three-tier VPC design, default-deny security group rules, and network cost optimization; use when designing VPC topology, configuring security groups, setting up NAT, or reviewing network architecture.

Idioma del texto original: inglés

observability-setup

Sets up service observability with mandatory golden signals, Prometheus alert rules, and a structured logging contract; use when setting up monitoring for a new service, configuring alerts, or debugging production issues.

Idioma del texto original: inglés

secrets-management

Defines a secrets hierarchy, the ExternalSecrets pattern, and a rotation checklist; use when provisioning a new service, rotating credentials, or setting up CI/CD secrets.

Idioma del texto original: inglés

terraform-patterns

Provides Terraform module structure, resource naming, remote state, least-privilege IAM, and anti-pattern guidance; use when writing new Terraform, reviewing IaC PRs, designing module structure, or debugging plan or apply failures.

Idioma del texto original: inglés

auth-patterns

Provides authentication and authorization patterns for JWT handling and RBAC; use when implementing login, token management, OAuth integration, or RBAC, or when reviewing auth code.

Idioma del texto original: inglés

crypto-standards

Defines approved cryptographic algorithms, Argon2id password storage, and envelope encryption; use when implementing password storage, data encryption, token signing, or key management.

Idioma del texto original: inglés

dependency-audit

Runs a dependency audit workflow with supply-chain red flags and a required output template; use when adding or updating dependencies, handling security findings, preparing releases, or reviewing supply-chain risk in PRs.

Idioma del texto original: inglés

sast-dast-interpretation

Interprets SAST and DAST results with a triage matrix, common false positives, and OWASP ZAP priority findings; use when reviewing security scan results, triaging vulnerabilities, or deciding which findings to fix or accept.

Idioma del texto original: inglés

security-headers

Defines required HTTP security headers and API-specific header rules; use when configuring web servers or API gateways or when reviewing HTTP responses.

Idioma del texto original: inglés