AdityaHegde712
- 19 skills
- 0 followers
- 12 hours ago last updated
- ▌ UI UX · adityahegde712Govern UI/UX design and decision-making for any application, framework, platform, interface, interaction flow, component, page, or visual experience. Invoke whenever work involves UI/UX choices, including new designs, redesigns, layout changes, user flows, visual styling, components, interaction patterns, or other decisions affecting the user experience.
- ▌ Tester · adityahegde712Lead the Test-Driven Development (TDD) cycle (Red -> Green -> Refactor), author locked behavioral assertions, and enforce test stratification. Use at the beginning of all development cycles, when authoring test specifications, or verifying bug fixes.
- ▌ Research · adityahegde712 bundlePerform evidence-grounded research or retrieve references for implementation. Invoke whenever the user asks to research, investigate, compare external evidence, look something up for implementation, gather references, perform a literature or technology review, or make claims that should be grounded in retrieved source material. Retrieved evidence must take precedence over pretrained knowledge.
- ▌ Architect · adityahegde712Principal and Staff Software Architect methodology for interactive requirements discovery, System Design, RFCs, ADRs, non-functional requirements (NFRs), trade-off analysis, and phased execution planning. Use during the initial design phase, when evaluating major architectural changes, or structuring RFC documents.
- ▌ Clean Code · adityahegde712Enforce PEP8, Uncle Bob's Clean Code, SOLID, KISS, DRY, and YAGNI. Applies self-explanatory code standards, guard clauses, type annotations, pathlib.Path relative resolution, and comment guidelines ("code tells WHAT, comments tell WHY"). Use whenever refactoring, reviewing code quality, or implementing software modules.
- ▌ Devops Iac · adityahegde712Infrastructure as Code (Terraform, OpenTofu, AWS CDK), cloud resource management, multi-stage Docker containerization, tool binary resolution chains, and sequential batch execution discipline. Use when writing infrastructure code, Dockerfiles, cloud provisioning scripts, or batch operations.
- ▌ Slide Deck · adityahegde712Design slide decks and presentations using an HTML-first visual prototyping workflow. Invoke whenever the user asks to create, redesign, or materially modify a presentation, slide deck, PowerPoint, pitch deck, report deck, or individual slides where content placement or visual design must be decided.
- ▌ Ml Engineer · adityahegde712Machine Learning model training, evaluation, hyperparameter tracking, model optimization (ONNX, TensorRT, vLLM), hardware target confirmation (local GPU vs external cloud VM/Colab), and mandatory reduced-size smoke testing. Use when designing ML architectures, training pipelines, fine-tuning, or preparing inference services.
- ▌ Git Workflow · adityahegde712Enforce this project's Git branching, rebasing, commit, remote-merge, and continuation workflow. Invoke for branch creation, sprint or feature startup, rebasing, committing, post-merge continuation, or any operation that changes or depends on repository Git state.
- ▌ Data Engineer · adityahegde712 bundleETL/ELT data pipelines, schema validation, data profiling, dataset summary documentation, and analytical storage architecture (Parquet, DuckDB, PostgreSQL). Includes automated data profiling helper script. Use when ingesting, cleaning, validating, profiling, or transforming datasets.
- ▌ Gdoc Publisher · adityahegde712 bundleConverts Markdown files into styled Google Docs and publishes them to Google Drive or Shared Drives. Supports automatic Pandoc formatting conversion, folder aliases via id_lookup.json, default destination fallback, and returns structured JSON with document IDs and edit URLs. Use whenever an agent or user needs to publish markdown artifacts to Google Drive.
- ▌ Humanize Report · adityahegde712Audits and rewrites AI-drafted Markdown technical reports, project reports, and documentation to remove mechanical LLM fingerprints, uniform rhythm, and generic tropes while strictly preserving technical accuracy, metrics, code fences, and Markdown structures. Use whenever refining draft reports into humane, crisp, and authentic technical prose.
- ▌ Codebase Curator · adityahegde712 bundleGenerate comprehensive, high-signal CODEBASE.md files, architecture overviews, Excalidraw JSON diagrams, and technical documentation. Use whenever a user asks to document, map, or explain a codebase, onboard new developers or AI agents, generate architecture blueprints, perform post-reorganization reference audits, or synthesize bulk code into structured context. Output is structured for both human engineers and AI coding agents.
- ▌ Token Compressor · adityahegde712 bundleStructurally compress prompts, instructions, skills, or rules to reduce token count without removing any semantic content or detail. Triggers on prompt-debloater, compress prompts, debloat instructions, reduce prompt tokens, or tighten skill definitions.
- ▌ Jupytext Notebooks · adityahegde712Instructions for safely reading, editing, and creating Jupyter Notebook (.ipynb) files. Explains how to use Jupytext to convert notebooks to python files, how to format them, and how to sync changes back.
- ▌ Backend Engineering · adityahegde712Enterprise backend architecture, Clean/Hexagonal layering, RESTful API design standards, database transactions (ACID), connection management, and safe Windows subprocess handling. Use when designing backend services, REST/gRPC endpoints, database integrations, or background workers.
- ▌ Frontend Engineering · adityahegde712Component-Driven Development (CDD), Atomic/Compound design patterns, server/client state separation (TanStack Query, Zustand), tiered browser storage, and dark minimal flat theming (#121212) using modern token-based UI libraries (shadcn/ui, Mantine, Ant Design). Use when building web interfaces, user interfaces, frontend state management, or UI components.
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- ▌ Production Readiness Review · adityahegde712Autonomous, iterative, rubber-ducked production-readiness and system-hardening review. Audits codebases metric-by-metric across reliability, availability, performance, scalability, data integrity, security, observability, operability, and cost. Produces a fact-checked, bucketed report with concrete file:line citations and production-grade remediations.