upsonic/upsonic
10 skills
$npx skills add upsonic/upsonicSkillInstalls
analyze_currentRead and understand the current baseline implementation. Extract all relevant information about the existing approach without modifying anything, and record…benchmarkDefine the comparison metrics and extract baseline values from the current implementation.code-reviewPerform structured code reviews with actionable feedback. Use when a user asks to review code, check code quality, find bugs, audit security, improve…data-analysisAnalyze, explore, clean, and visualize datasets with statistical rigor.evaluateCompare baseline and new implementation results. Produce the machine-readable final report result.json, update experiments.json, and append a row to…experiment_managementSet up and manage the experiment folder structure. This is Phase 0 — it runs before any analysis begins. All bookkeeping files are JSON (never markdown).implementCreate a new Jupyter notebook implementing the method from the research paper, using the same data as the baseline.progressMaintain a machine-readable progress file so dashboards, CLIs, and notebooks can poll the experiment's state at any time.researchRead the materialized research source and extract actionable information needed to implement the proposed method.summarizationSummarize documents, articles, conversations, code, and technical content into concise, accurate summaries.