Agent Skills by soheunyi
Showing 14 vetted skills indexed across 1 GitHub repositories.
soheunyiBuild Architect
Define repository architecture and migration steps in an ARCHITECTURE_PLAN.md.
soheunyiAlgo Implementer
Convert approved pseudocode into deterministic, testable research code.
soheunyiAttribution and Robustness
Analyze attribution, run ablations, and validate robustness to identify performance change drivers.
soheunyiCodebase Mapper
Analyze a repository to generate CURRENT.md, TARGET.md, and GAPS.md artifacts.
soheunyiIdeation and Reasoning
Generate evidence-backed research directions with explicit tradeoffs and validation paths.
soheunyiResearch Ops and Reproducibility
Define reproducible experiment workflows with run-level metadata and artifact lineage.
soheunyiResearch State Keeper
Persist research state and route to the next GRD stage.
soheunyiQuestion Maker
Generate structured prompts for deep-reasoning AI models with explicit output formats.
soheunyiHypothesis Designer
Frame research ideas into falsifiable hypotheses with explicit metrics and stop criteria.
soheunyiExperiment Planner
Plan reproducible experiments with explicit controls, seeds, and evaluation protocols.
soheunyiEvaluation Analyst
Quantify uncertainty and effect size to classify experiment outcomes as supports, inconclusive, or rejects.
soheunyiPhase Researcher
Generate a phase research brief with constraints, risks, and recommended actions.
soheunyiStability Auditor
Audit numerical stability and nondeterminism in AI experiments and data pipelines.
soheunyiWhat Next Colleague
Guide multi-turn research conversations to identify and resolve user bottlenecks.