reflect
End-of-session reflection protocol for llm-reproducibility. This skill should be used when the user invokes /reflect or asks to reflect on this session, do end-of-session reflections, or similar. It guides Claude through updating reflection documents in priority order, answering structured prompts, and maintaining research observation logs.
reproduction-assessor
Reproduces computational research papers through systematic Docker-based execution, quantitative verification, and adversarial review. This skill should be used when the user requests reproduction of a paper, verification of computational results, or assessment of reproducibility infrastructure. Handles R analyses with deterministic or stochastic outputs via a 4-session workflow (R-Plan, R-A, R-B, R-C). R-based papers only in v1.0; extension points for Python/Julia documented.
research-assessor
Extracts and assesses research methodology, claims, evidence, and infrastructure from research papers in HASS disciplines. Evaluates transparency, reproducibility, and credibility through systematic extraction (eight-pass workflow, Pass 0-7) and credibility assessment (research approach classification, quality gating, and repliCATS Seven Signals evaluation adapted for HASS).