Skill Claude CodeCodex
Design and maintain architectures that support guided, incremental change. Use this skill for fitness functions, architecture testing, strangler fig patterns, and protecting architectural characteristics as systems evolve.
Skill Claude CodeCodex
Track, log, compare, and reproduce experiments. Use when running experiments, recording results, comparing baselines, debugging poor performance, analyzing results, or preparing results tables for a paper.
Skill Claude CodeCodex
Federated learning with Deep Q-Networks for privacy-preserving optimization. Domain-specific skill — only route when user explicitly mentions federated learning, FL, DQN, or privacy-preserving distributed RL.
Skill Claude CodeCodex
Modern Go (Golang) development best practices (2024-2025). Use for project setup, modules, generics, concurrency, testing, HTTP/gRPC services, databases, CLI, linting, Docker, and production deployment.
Skill Claude CodeCodex
Self-review a paper or thesis chapter before sharing with advisor or submitting. Simulates tough reviewer feedback to identify weaknesses before external review. Use when finishing a draft, preparing for advisor meeting, or doing pre-submission sanity check.
Skill Claude CodeCodex
Modern JavaScript and TypeScript development best practices (2024-2025). Use for frontend, backend, full-stack, React/Next.js, Node.js, testing, linting, and production deployment.
Skill Claude CodeCodex
Polish paper for Q1 journal submission (ISI/Scopus). Use after paper draft is complete — handles notation sync with thesis, De-AI/De-translation protocol, and Q1 results table standards.
Skill Claude CodeCodex
Central dispatcher for the kinhluan skills ecosystem. Use when the user says "dùng skill phù hợp", "use right skill", "kinhluan skills", or when multiple skills could apply. Detects workflow stage, artifact existence, and intent to route to the correct skill.
Skill Claude CodeCodex
Kubernetes deployment and orchestration patterns.
Skill Claude CodeCodex
Track PhD/Master's milestones, deadlines, committee meetings, and research timeline. Use when planning PhD schedule, checking progress, preparing for committee meetings, managing submission deadlines, or when behind on timeline.
Skill Claude CodeCodex
Audit a research paper against its public codebase to detect mismatches between claims and implementation. Use when reviewing papers with code, verifying reproducibility, or checking for implementation gaps. Inspired by Feynman's /audit workflow.
Skill Claude CodeCodex
Write or structure academic papers, thesis chapters, or technical reports. Use when drafting a conference paper, journal article, thesis chapter, or any academic writing. Covers structure, academic tone, LaTeX, and section-by-section guidance.
Skill Claude CodeCodex
Offensive security, penetration testing, and vulnerability exploitation. Use when conducting security assessments, red team exercises, web application pentesting, network exploitation, or learning ethical hacking techniques. Covers PTES methodology, reconnaissance, exploitation, post-exploitation, and reporting.
Skill Claude CodeCodex
Write, structure, or review a PhD/Master's research proposal. Use when drafting a research proposal, preparing for committee review, writing a thesis outline, or aligning methodology with academic requirements.
Skill Claude CodeCodex
Use when validating that a real-world problem exists before defining JTBD or writing code. Triggers on "is there demand for this?", "how do I validate this idea?", "should we build this?", or before any MVP scope decision. Combines multiple signal sources to produce a Problem Statement with confidence level.
Skill Claude CodeCodex
Product analytics and experimentation frameworks. Use for defining metrics, designing A/B tests, analyzing funnels and cohorts, measuring feature impact, and setting up analytics infrastructure.
Skill Claude CodeCodex
User research methods for product teams. Use for creating personas, journey mapping, usability testing, card sorting, and heuristic evaluation to build user-centered products.
Skill Claude CodeCodex
Write research progress reports for advisors, committee meetings, and funding agencies. Use when preparing monthly/quarterly reports, meeting notes with advisor, or annual progress summaries.
Skill Claude CodeCodex
Prepare for PhD/Master's proposal defense — slide structure, committee Q&A simulation, proposal presentation, and defense logistics. Use when preparing to defend your research proposal before the committee.
Skill Claude CodeCodex
Choose publication venue, prepare submission, write rebuttals, and manage revision cycles. Use when deciding where to submit a paper, preparing camera-ready, writing a rebuttal to reviewers, or planning a revision.
Skill Claude CodeCodex
Modern Python development best practices (2024-2025). Use this skill for project setup, dependency management, typing, testing, linting, async patterns, FastAPI, SQLAlchemy, Pydantic, and production deployment.
Skill Claude CodeCodex
Design a rigorous experiment protocol including methodology choice, baselines, metrics, ablation studies, and reproducibility plan. Use before running any experiment, when designing evaluation strategy, or when reviewing experimental validity.
Skill Claude CodeCodex
Formulate research questions, hypotheses, and contribution statements from identified literature gaps. Use when defining a research problem, framing a thesis topic, identifying novelty, or writing the "contribution" section of a proposal or paper.
Skill Claude CodeCodex
Monitor a research topic for new papers, trends, and breakthroughs. Set up recurring watches on arXiv, Semantic Scholar, or specific authors/venues. Use when tracking a fast-moving field, waiting for follow-up work, or maintaining a living literature review. Inspired by Feynman's /watch workflow.