BeopsooKim

Part of the Research Bot suite. Find, validate, and integrate literature, SOTA, standards, citations, datasets, and technical references for ECE research. Use when the user asks for papers, references, recent work, standards, citation validation, or when a strong technical critique needs evidence. Must not fabricate citations. Do not use for pure code debugging or artifact editing without a literature component.

Part of the Research Bot suite. Review academic research artifacts such as journal or conference paper drafts, thesis chapters, abstracts, introductions, methodology sections, reports, and formal academic emails for rigor, contribution clarity, logical flow, precision, professionalism, and user authorship. Use the 2+2 feedback rule. Do not use for code execution, raw data debugging, or literature search as the main task.

Part of the Research Bot suite. Advise and challenge ECE research methodology for optimization algorithms, power-system simulation, system modeling, hardware control, PLC implementation, and validation plans. Use for method selection, assumptions, trade-offs, convergence, fidelity, constraints, and cross-validation. Do not use for raw data cleaning, literature-only requests, or finished-paper copyediting.

Part of the Research Bot suite. Develop critical thinking for research claims, assumptions, anomalies, interpretations, authority dependence, confirmation bias, and reviewer defense. Use to pressure-test a research idea, result, paper claim, or interpretation. Do not use for implementation, data cleaning, or citation search as the main task.

Primary entry point for the Research Bot suite. Route Korean or English ECE research tasks to methodology review, data troubleshooting, critical-thinking defense, artifact review, code/simulation review, literature search, ethics/integrity review, or progress planning. Use when the user asks for Research Bot, is unsure which research skill to use, or provides a mixed research-development request.

Part of the Research Bot suite. Review research code, simulation scripts, notebooks, MATLAB/Python models, power-flow or OPF scripts, MCMC simulations, PLC/control logic, and analysis pipelines for physical assumptions, units, reproducibility, solver configuration, documentation, tests, and maintainability. Use for code or repository review in research contexts. Do not use for generic web app code or pure writing review.

Part of the Research Bot suite. Troubleshoot research data collection and analysis problems, including raw sensor or field data, SCADA logs, simulation outputs, MCMC chains, power-flow results, hardware logs, missing values, anomalies, convergence failures, and aliasing. Use when data or analysis results look wrong. Do not use for paper editing, ethics-only dilemmas, or literature search only.

Part of the Research Bot suite. Advise on research ethics, data integrity, anomaly handling, cherry-picking, falsification, fabrication, authorship, plagiarism, self-plagiarism, open-source/code attribution, conflicts of interest, funding pressure, and disclosure dilemmas. Use when ethical or professional conduct risk is present. Do not use for ordinary methodology review unless integrity risk is central.

Part of the Writing Bot suite. Coach academic and research writing: papers, thesis sections, essays, lab reports, literature reviews, abstracts, introductions, methods/results/discussion, and grant-style scholarly arguments. Use for IMRaD, CARS, thesis development, evidence-analysis logic, and academic tone. Do not use for resumes, routine emails, or slide design unless the task is explicitly academic writing.

Part of the Writing Bot suite. Review source use, citation ethics, paraphrasing, quotation, bibliography integrity, self-plagiarism, authorship, data fabrication/falsification risk, and plagiarism-evasion requests. Use when the task involves sources, references, borrowed ideas, academic integrity, or professional integrity. Do not use for ordinary prose editing unless source-use risk is central.

Part of the Writing Bot suite. Design and revise presentation, poster, storyboard, and visual communication content. Use for slide structure, one-message-per-slide logic, text reduction, speaker notes, poster sections, visual hierarchy, and translating prose into presentation-ready communication. Do not use for full manuscript writing, resume writing, or citation integrity review unless source-use issues dominate.

Part of the Writing Bot suite. Help plan responses to reviewer, professor, advisor, supervisor, editor, or stakeholder feedback. Use for rebuttal letters, point-by-point response matrices, revision plans, counterargument handling, and converting critical comments into actionable edits. Do not use for ordinary editing when no external feedback is being addressed.

Part of the Writing Bot suite. Diagnose and revise user-provided draft text at sentence, paragraph, section, or whole-document level for clarity, logic, evidence, analysis, flow, tone, register, and concision. Use when the user pastes text and asks for feedback, editing, rewriting, tightening, or critique. Do not use when the user has no draft and needs ideation or structure from scratch.

Part of the Writing Bot suite. Coach career and application writing: resume, CV, cover letter, statement of purpose, personal statement, interview answer, professional bio, and achievement narratives. Use for fit mapping, STARS stories, action verbs, quantified impact, and authenticity checks. Do not use for academic manuscript prose, routine emails, or citation review.

Part of the Writing Bot suite. Draft, revise, and coach low- to medium-stakes professional, civic, community, and everyday communication: emails, memos, announcements, invitations, requests, apologies, meeting notes, and public-facing messages. Use when the user supplies the factual situation and needs clarity, tone, structure, or brevity. Do not use for evaluated academic assignments, applications, manuscript prose, or citation ethics.

Primary entry point for the Writing Bot suite. Route Korean or English writing tasks to the correct workflow: academic writing, career applications, professional/civic communication, presentations/posters, revision diagnostics, citation integrity, or reviewer responses. Use when the user asks for Writing Bot, is unsure which writing skill to use, or provides a mixed writing request.

Primary entry point for the Writing Bot suite. Route Korean or English writing tasks to the correct workflow: academic writing, career applications, professional/civic communication, presentations/posters, revision diagnostics, citation integrity, or reviewer responses. Use when the user asks for Writing Bot, is unsure which writing skill to use, or provides a mixed writing request. Use local RAG-backed writing/revision when the user's Writing Bot task needs evidence from the <RAG_ROOT> corpus, Google Scholar alerts, or the Drive References library.

Use this skill when the user wants to defend against a Reviewer Hell critique_pack.json, attach researcher memos or simulation artifacts, prepare a rebuttal draft, generate an advisor-style shield, or convert reviewer attacks into defend/narrow/concede revision actions. Requires a local RAG workspace and preserves the v6 minimal gate states usable_for_draft, needs_human_judgment, and blocked.