iamseungpil
@iamseungpil
Public Skills
iterative-academic-writer
by iamseungpil
Iteratively write academic documents (paper sections, research proposals, technical documents) with quality improvement loop. Uses academic-planner for structure design and academic-reviewer for quality evaluation. Ensures no hallucinations through fact verification.
code-architecture-writer
by iamseungpil
Analyze codebases and generate architecture/code explanation documents. Two modes - (1) /code-architecture-writer diff <base_branch> [output.md] for change explanation, (2) /code-architecture-writer flow <entrypoint.py> [output.md] for execution flow. Explains "why" each file/function exists, not just "what" it does.
update-study
by iamseungpil
This skill should be used when the user asks to "update study", "analyze new experiments", "update experiment document", or "refresh study notes". Produces academic-paper-quality experiment reports with matplotlib plots, executive summary with comparison tables, implementation structure, experimental results with figure interpretation, proposed improvements with code examples, hypotheses, limitations, and LaTeX PDF export with figures. Features incremental detection (only analyze NEW experiments), data extraction to DataFrame, automated plot generation, iterative writing improvement loop with quality criteria, zero-hallucination verification, and LaTeX PDF export. Usage - /update-study logs/experiment.log study.md or /update-study "logs/exp1.log logs/exp2.log" results/ablation_study.md
research-debug
by iamseungpil
Research-driven debugging workflow that combines web research for similar cases, deep code analysis with task-planner-analyzer, and iterative fixes with modular-code-architect and code-reviewer. Use when encountering training collapse, gibberish generation, or architecture-level bugs where the problem may be documented in research literature. Parallel execution of research and fixes for efficiency.
survey-paper
by iamseungpil
arxiv 논문을 체계적으로 분석하여 Obsidian 서베이 노트를 생성한다. arxiv 페이지/ID를 입력받아 (1) Paper Digest 스타일 핵심 요약, (2) Iterative Writing 원칙 기반 세부 정리, (3) 플로우 다이어그램 포함 Obsidian 페이지를 생성한다. TRIGGERS: "논문 서베이", "paper survey", "arxiv 정리", "논문 노트", "서베이 페이지", "survey note"
paper-digest
by iamseungpil
Generate shareable paper summaries for Discord/Slack/Twitter. Use when user provides arxiv paper(s) and wants a digestible summary to share. Triggers on phrases like "논문 요약", "paper summary", "share this paper", "디스코드에 공유", "summarize for sharing". Produces insight-centered single-paragraph summaries that explain WHY research matters, not just WHAT it does.
hwpx
by iamseungpil
"Comprehensive HWPX (Korean Hancom Office) document creation, editing, and analysis. When Claude needs to work with Korean word processor documents (.hwpx files) for: (1) Reading and extracting content, (2) Creating new documents, (3) Modifying or editing content, (4) Extracting tables to CSV, (5) Modifying tables or table cells, or any other HWPX document tasks. MANDATORY TRIGGERS: hwpx, hwp, 한글, 한컴, Hancom, Korean document"
codex-iterative-solver
by iamseungpil
Collaborate with Codex CLI to iteratively analyze, plan, and solve complex coding problems through multiple rounds of expert feedback. Use when analyzing complex codebases with multiple approaches, validating implementation plans, or solving problems that benefit from expert validation.
iterative-code-review
by iamseungpil
Iteratively improve code quality by using task-planner-analyzer for planning, modular-code-architect agent to fix issues, code-reviewer agent to validate quality, and running tests to verify correctness. Use when implementing new features, after bug fixes, during refactoring, or when preparing code for production deployment. Loops until code-reviewer reports no critical issues AND tests pass.
weekly-report-writer
by iamseungpil
Automatically generate academic-style weekly research reports by analyzing Git changes in the current project directory with iterative quality improvement