Tiago Tamagusko
Community@tamagusko · Dublin, IE
PhD in Transportation and AI
Agent Skills by Tiago Tamagusko
Showing 151 vetted skills indexed across 1 GitHub repositories.
tamaguskoplaywright-cli
Automate browser interactions and generate Playwright tests through a command-line interface.
tamaguskoplanning-with-files
Manages complex tasks using persistent markdown files for planning, notes, and deliverables.
tamaguskoui-ux-pro-max
Generates design systems and stack-specific UI guidance from product keywords.
tamaguskodefuddle
Extract clean markdown content from web pages using the Defuddle CLI.
tamaguskoimg2threejs
Reconstructs reference images as quality-gated procedural Three.js models in TypeScript.
tamaguskocommand-development
Create Claude Code slash commands with frontmatter, arguments, and bash execution.
tamaguskoobsidian-literature-workflow
Manages Zotero-to-Obsidian literature notes, synthesis, and canvas graph generation.
tamaguskonetworkx
Create, analyze, and visualize complex networks and graphs in Python.
tamaguskoscikit-survival
Fit and evaluate survival analysis models on censored time-to-event data in Python.
tamaguskoscientific-brainstorming
Generates novel research ideas through structured conversational brainstorming and interdisciplinary exploration.
tamaguskotdd:test-driven-development
Enforces red-green-refactor test-driven development workflow for features and bugfixes.
tamaguskopymc
Build, fit, and validate Bayesian models in Python using PyMC MCMC and variational inference.
tamaguskoperplexity-search
Perform web-grounded searches with Perplexity models via LiteLLM and OpenRouter.
tamaguskodaily-paper-generator
Searches arXiv for recent EEG decoding papers and generates bilingual structured paper summaries.
tamaguskowriting-anti-ai
Detect and rewrite AI writing patterns in English and Chinese prose.
tamaguskoresearch-lookup
Look up current research information via Parallel Chat API or Perplexity academic search.
tamaguskoshap
Compute SHAP values and generate explanation plots for machine learning models.
tamaguskoskill-development
Creates and repairs Claude skills with lean SKILL.md files and verified local references.
tamaguskoumap-learn
Applies UMAP dimensionality reduction for visualization, clustering preprocessing, and supervised embeddings.
tamaguskogeomaster
Perform geospatial analysis, remote sensing, and spatial machine learning across eight programming languages.
tamaguskosympy
Perform symbolic mathematics in Python including algebra, calculus, equation solving, and code generation.
tamaguskovaex
Process and analyze billion-row tabular datasets with lazy out-of-core DataFrames.
tamaguskopaper-self-review
Applies rule-tagged prose and math-typesetting corrections to LaTeX or docx manuscripts before submission.
tamaguskoobsidian-experiment-log
Maintains canonical experiment and result notes in an Obsidian research vault.
Frequently Asked Questions About Tiago Tamagusko
FAQPage SchemaWhat tasks can I accomplish with Tiago Tamagusko's skill registry?▼
The registry covers scientific ML (PyMC, scikit-learn, SHAP, PyTorch Lightning, reinforcement learning), geospatial analysis (GeoPandas, remote sensing), academic publishing (peer review, rebuttals, LaTeX posters, grant proposals), Obsidian knowledge management, and frontend UI design across 151 skills.
Who is the target audience for these skills?▼
Primary users are academic researchers, PhD candidates, and ML engineers—especially in transportation, civil engineering, and urban analytics—plus data scientists needing survival analysis, time series, graph neural networks, or GPU-accelerated computing, and authors preparing journal submissions.
Are these skills free and open source?▼
Most skills carry permissive licenses including MIT, Apache-2.0, and BSD-3-Clause. A few document-handling skills (pdf, docx, xlsx, pptx) are proprietary with terms in LICENSE.txt, and scikit-survival uses GPL-3.0. Check each skill's frontmatter license field before redistribution.
What prerequisites or dependencies do these skills require?▼
Dependencies vary per skill: vision-language models need transformers and torch; Perplexity and Parallel search skills require OPENROUTER_API_KEY or PARALLEL_API_KEY; MATLAB scripts need MATLAB or GNU Octave; web search skills need API keys. Each skill's frontmatter lists its compatibility requirements.
How do the academic publishing skills fit together?▼
They form an ordered pipeline: research-ideation and literature-review start a project, abstract-writing drafts the abstract, paper-self-review polishes before submission, submission-integrity checks originality, journal-selection picks venues, and review-response handles rebuttals after referee reports arrive.