Reviews Flockion code, diffs, pull requests, generated files, and refactors for correctness, simplicity, maintainability, file size, type safety, accessibility, security, observability, and overengineering. Use for TypeScript, React, Python, APIs, agents, YAML, Bicep, GitHub Actions, and cloud automation code.
Forces the simplest, shortest, safest AI solution that actually works. Lazy senior-engineer pragmatism for LLM features, agents, RAG, tool-calling, and prompts. Use a prompt before a chain, retrieval before fine-tuning, deterministic code before an agent, and one tool before a tool framework. Keep critical business rules in code, not in the model. Never lazy about evaluation, prompt-injection safety, or human approval for risky actions. Supports intensity levels: lite, full, ultra. Use whenever the user says "flockion", "flockion ai", "be lazy", "lazy mode", "simplest solution", "minimal solution", "YAGNI", "do less", "shortest path", "avoid overengineering", or complains about agent bloat, prompt sprawl, needless fine-tuning, or multi-agent architecture for imaginary requirements.
Forces the simplest, shortest, safest data solution that actually works. Lazy senior-engineer pragmatism for SQL, databases, schema design, migrations, and data pipelines. Use the database before application code, a plain query before an ORM dance, an index before a cache, and one reversible migration before a schema framework. Never lazy about data correctness, constraints, or irreversible changes. Supports intensity levels: lite, full, ultra. Use whenever the user says "flockion", "flockion data", "be lazy", "lazy mode", "simplest solution", "minimal solution", "YAGNI", "do less", "shortest path", "avoid overengineering", or complains about query bloat, premature denormalization, ORM magic, or pipelines built for imaginary volume.
Forces the simplest, shortest, safest infrastructure that actually works. Lazy senior-DevOps pragmatism for IaC, CI/CD, containers, and cloud automation: Bicep, Terraform, GitHub Actions, Docker, Kubernetes, shell. Use managed platform features before custom infra, official actions before bespoke pipelines, least privilege before convenience, and one workflow per real lifecycle before a pipeline framework. Supports intensity levels: lite, full, ultra. Use whenever the user says "flockion", "flockion infra", "be lazy", "lazy mode", "simplest solution", "minimal solution", "YAGNI", "do less", "shortest path", "avoid overengineering", or complains about pipeline bloat, YAML sprawl, over-permissioned roles, or infra for imaginary scale.
Forces the simplest, shortest, safest solution that actually works. Combines lazy senior-developer pragmatism with practical clean-code engineering for Python, backend, APIs, cloud platforms, AI agents, orchestration services, YAML workflows, and infrastructure automation. Use existing code before new code, standard library before custom code, native platform features before dependencies, deletion before addition, and focused design before architecture. Supports intensity levels: lite, full, ultra. Use whenever the user says "flockion", "be lazy", "lazy mode", "simplest solution", "minimal solution", "YAGNI", "do less", "shortest path", "avoid overengineering", "clean but simple", or complains about bloat, boilerplate, unnecessary dependencies, oversized files, or architecture for imaginary requirements.
Forces the simplest, shortest, safest solution that actually works for Flockion engineering work. Combines lazy senior-developer pragmatism with practical clean-code standards for TypeScript, React, frontend, Python, backend, APIs, cloud platforms, AI agents, orchestration services, YAML workflows, and infrastructure automation. Use existing code before new code, standard library and native platform features before dependencies, deletion before addition, local state before global state, focused components before architecture, and boring production-safe design before clever abstractions. Supports intensity levels: lite, full, ultra. Use whenever the user says "flockion engineering", "ponytail", "lazy mode", "simplest solution", "minimal solution", "YAGNI", "do less", "shortest path", "avoid overengineering", "clean but simple", or complains about bloat, boilerplate, unnecessary dependencies, oversized files, messy components, or architecture for imaginary requirements.
Base engineering standard for Flockion. Forces the simplest, shortest, safest solution that actually works across TypeScript, React, Python, backend, APIs, cloud platforms, AI agents, orchestration services, YAML workflows, and infrastructure automation. Use existing code before new code, native platform features before dependencies, deletion before addition, local state before global state, focused components before architecture, and boring production-safe design before clever abstractions.
Maps Flockion features, code, agents, APIs, cloud resources, and workflows to ISO/IEC 27001:2022 Annex A controls. Use when building or reviewing anything that touches access control, secrets, logging, data retention, encryption, supplier/third-party risk, change management, incident handling, or evidence for an audit. Turns "is this compliant?" into the smallest set of controls that actually hold, plus the evidence to prove it.