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Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with

HR Works integration via Apideck's HRIS unified API — same methods work across every connector in HRIS, switch by changing `serviceId`. Use when the user wants to read or sync employees, departments, payrolls, and time-off records in HR Works. Routes through Apideck with serviceId "hr-works".

Freshworks CRM integration via Apideck's CRM unified API — same methods work across every connector in CRM, switch by changing `serviceId`. Use when the user wants to read, write, or search contacts, companies, leads, opportunities, activities, and pipelines in Freshworks CRM. Routes through Apideck with serviceId "freshsales".

Google Slides: Read and write presentations.

Classical ML in Python: classification, regression, clustering, dim reduction, evaluation, tuning, preprocessing pipelines. Linear models, tree ensembles, SVMs, K-Means, PCA, t-SNE. Use PyTorch/TF for deep learning; XGBoost/LightGBM for scale.

Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.

Use isso antes de qualquer trabalho criativo, como criar funcionalidades, construir componentes, adicionar recursos ou modificar comportamentos. Explora a intenção do usuário, requisitos e design antes da implementação.

Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request. Use when annotating variants with clinical and population data from multiple sources simultaneously.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

개발 견적서 자동 생성. 젭마인 산출물(spec, sections, api-spec)에서 기능을 추출하고, 비용 그룹별(개발비, 인건비, 클라우드, API, 잡비) 견적서를 엑셀로 출력. /estimate로 실행.

Acts as a League of Legends post-match coach. Fetches the latest Ranked SR match via scripts/fetch_lol_match.py, builds coach_digest.json via summarize_match_for_coach.py, analyzes using docs in this repository, writes Markdown from docs/coach-report-template.md, and can render HTML via render_coach_report.py. Trigger whenever the user asks about a LoL match, coaching, why they won/lost, what they

Edit existing video on RunComfy — this skill is a smart router that matches the user's intent to the right edit model in the RunComfy catalog. Picks Wan 2.7 Edit-Video (general restyle / background swap / packaging swap, identity + motion preservation), Kling 2.6 Pro Motion Control (transfer precise motion from a reference video to a target character), or Lucy Edit Restyle (lightweight identity-st