Agent Skills by Thibauld Braet
Showing 34 vetted skills indexed across 1 GitHub repositories.
thbraetreview-process
Audit CRISP-DM phase 1-4 artifacts and generate a draft 5.2 review report and notebook.
thbraetreview-mr
Analyze merge request diffs against main and produce structured review reports.
thbraetcomplete-phase
Validate CRISP-DM phase artifacts and update the phase tracker.
thbraetselect-features
Select optimal engineered feature subsets using forward selection and overfit gap monitoring.
thbraetdefine-business-objectives
Extract business context from source documents into structured CRISP-DM objectives.
thbraetcollect-initial-data
Document data acquisition and initial inventories for CRISP-DM workflows.
thbraetassess-model
Assess trained models beyond aggregate metrics for CRISP-DM workflows.
thbraetplan-deployment
Generate a CRISP-DM deployment plan with architecture, rollout, and governance artifacts.
thbraetgenerate-submission
Generate a Kaggle submission CSV from the best model and formatted test data.
thbraetbuild-model
Automate CRISP-DM 4.3 model building with MLflow tracking and documentation.
thbraetgenerate-test-design
Generate a CRISP-DM 4.2 test design with splitting strategy, metrics, and experiment tracking.
thbraetplan-monitoring
Generate a monitoring and maintenance plan for deployed models in CRISP-DM 6 deployment contexts.
thbraetdetermine-data-mining-goals
Translate business objectives into data mining goals with success criteria.
thbraetexplore-data
Generate a Jupyter notebook and CRISP-DM summary document from exploratory data analysis.
thbraetproduce-project-plan
Synthesize CRISP-DM 1.1–1.3 outputs into a detailed 1.4 Project Plan Markdown document.
thbraetintegrate-data
Merge cleaned datasets into a unified analysis dataset with documented join logic.
thbraetreview-project
Generate a CRISP-DM deployment retrospective markdown document at docs/crisp-dm/6-deployment/6.4-review-project.md.
thbraetselect-modeling-techniques
Evaluate modeling techniques against CRISP-DM 4.1 goals and constraints.
thbraetassumption-audit
Audit unverified assumptions across CRISP-DM documentation and generate a structured report.
thbraetcrosslink-docs
Audit CRISP-DM documentation for missing or broken cross-references.
thbraetdetermine-next-steps
Generate a CRISP-DM 5.3 go/no-go decision document from 5.1 and 5.2 outcomes.
thbraetselect-data
Select datasets, fields, and records for CRISP-DM modeling datasets.
thbraetvalidate-pipeline
Automate end-to-end smoke testing of data pipelines with stage-by-stage validation.
thbraetclean-data
Automate data cleaning for CRISP-DM 3.2 workflows with notebooks and summaries.