Testing, fixtures & quality gates
Repository-scoped Repository with deterministic unit tests instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# unit# test
Testing, fixtures & quality gates
Repository-scoped Versioned HTTP API and generated consumers instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# contract# test
Frontend, design systems & accessibility
Repository-scoped React component library with semantic tokens instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# react# design
Frontend, design systems & accessibility
Repository-scoped Next.js App Router application instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# nextjs# ui
Frontend, design systems & accessibility
Repository-scoped Web interface targeting WCAG 2.2 AA instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# accessible# interaction
Frontend, design systems & accessibility
Repository-scoped Responsive web application instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# responsive# layout
Frontend, design systems & accessibility
Repository-scoped Accessible form-heavy application instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# form# experience
Frontend, design systems & accessibility
Repository-scoped Web application with Core Web Vitals budgets instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# frontend# performance
Frontend, design systems & accessibility
Repository-scoped Touch-first responsive application instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# mobile# web
Backend APIs, schemas & compatibility
Repository-scoped Versioned REST API described by OpenAPI instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# rest# api
Backend APIs, schemas & compatibility
Repository-scoped GraphQL service with persisted consumers instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# graphql# schema
Backend APIs, schemas & compatibility
Repository-scoped gRPC services using protobuf schemas instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# grpc# protobuf
Backend APIs, schemas & compatibility
Repository-scoped Signed at-least-once webhook boundary instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# webhook# boundary
Backend APIs, schemas & compatibility
Repository-scoped Durable asynchronous job processor instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# background# job
Backend APIs, schemas & compatibility
Repository-scoped Versioned event-driven integration instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# event# schema
Backend APIs, schemas & compatibility
Repository-scoped Session and token authentication service instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# authentication# api
Databases, migrations & data safety
Repository-scoped PostgreSQL 17 production schema instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# postgres# migration
Databases, migrations & data safety
Repository-scoped MySQL 8.4 production schema instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# mysql# migration
Databases, migrations & data safety
Repository-scoped Embedded SQLite application database instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# sqlite# migration
Databases, migrations & data safety
Repository-scoped Application using a schema-driven ORM instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# orm# schema
Databases, migrations & data safety
Repository-scoped Stateful service with versioned backups instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# backup# restore
Databases, migrations & data safety
Repository-scoped Application with user and audit data instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# data# retention
Databases, migrations & data safety
Repository-scoped Batch and streaming analytics pipeline instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# analytics# pipeline
DevOps, CI/CD, containers & infrastructure
Repository-scoped GitHub Actions CI/CD workflows instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# github# actions
DevOps, CI/CD, containers & infrastructure
Repository-scoped Multi-stage OCI image build instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# dockerfile# contract
DevOps, CI/CD, containers & infrastructure
Repository-scoped Kubernetes workloads managed as code instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# kubernetes# manifest
DevOps, CI/CD, containers & infrastructure
Repository-scoped Versioned Terraform modules instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# terraform# module
DevOps, CI/CD, containers & infrastructure
Repository-scoped Idempotent Ansible roles instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# ansible# role
DevOps, CI/CD, containers & infrastructure
Repository-scoped Progressive application deployment instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# release# deployment
DevOps, CI/CD, containers & infrastructure
Repository-scoped Infrastructure-as-code IAM policies instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# cloud# iam
Documentation & release processes
Repository-scoped User-facing repository documentation instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# readme# change
Documentation & release processes
Repository-scoped Versioned API reference and integration guides instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# api# documentation
Documentation & release processes
Repository-scoped Semver-managed product releases instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# changelog# contract
Documentation & release processes
Repository-scoped Human-focused technical guides instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# tutorial# authoring
Documentation & release processes
Repository-scoped Incident-response runbooks instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# runbook# authoring
Documentation & release processes
Repository-scoped Versioned public feature or API instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# deprecation# documentation
Documentation & release processes
Repository-scoped Source-backed technical knowledge base instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# source# citation
Code review, pull requests & issues
Repository-scoped Collaborative repository review workflow instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# pull# request
Code review, pull requests & issues
Repository-scoped Product and engineering issue tracker instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# issue# triage
Code review, pull requests & issues
Repository-scoped Maintained application repository instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# bug# fix
Code review, pull requests & issues
Repository-scoped Versioned release pull request instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# release# pr
Performance, observability & incidents
Repository-scoped Measured application performance workflow instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# performance# investigation
Performance, observability & incidents
Repository-scoped Logs, metrics, and traces using OpenTelemetry instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# observability# instrumentation
Performance, observability & incidents
Repository-scoped Production incident follow-up work instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# incident# fix
Performance, observability & incidents
Repository-scoped Service-level objectives and burn-rate alerts instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# slo# change
Performance, observability & incidents
Repository-scoped Long-running service or client instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# memory# regression
Performance, observability & incidents
Repository-scoped Multi-service request path instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# failure# analysis
AI/ML, RAG, prompts & evaluation
Repository-scoped Retrieval-augmented generation application instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# rag# system
AI/ML, RAG, prompts & evaluation
Repository-scoped Versioned production prompt instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# prompt# change
AI/ML, RAG, prompts & evaluation
Repository-scoped Tool-using AI agent instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# agent# tool
AI/ML, RAG, prompts & evaluation
Repository-scoped Application integrating hosted model APIs instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# model# provider
AI/ML, RAG, prompts & evaluation
Repository-scoped Versioned model evaluation pipeline instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# llm# evaluation
AI/ML, RAG, prompts & evaluation
Repository-scoped AI feature handling user content instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# ai# data
Product requirements & task planning
Repository-scoped Product feature development instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# requirements# contract
Product requirements & task planning
Repository-scoped Existing application repository instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# implementation# plan
Product requirements & task planning
Repository-scoped Incremental product delivery instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# feature# scope
Product requirements & task planning
Repository-scoped Feature experiment with measurable exposure instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# experiment# contract
Product requirements & task planning
Repository-scoped Issue-driven engineering workflow instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# backlog# task
Language & framework patterns
Repository-scoped Strict TypeScript application instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# typescript# repository
Language & framework patterns
Repository-scoped Typed Python service instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# python# service
Language & framework patterns
Repository-scoped Semver-governed Rust crate instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# rust# library
Language & framework patterns
Repository-scoped Go HTTP or RPC service instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# go# service
Language & framework patterns
Repository-scoped Java 21 service built with Gradle instructions with concrete setup, validation, safety, protected-path, and completion rules.
# agents-md# java# service