Expert examiner for computer science PhD theses: calibrated assessment against the doctoral standard, claims-to-evidence verification, subfield checklists, integrity checks, examiner and pre-defense reports, defense questions, corrections verification, and mock examinations across examination systems.
15 skills
Design Science Research (DSR) expert: planning, processes (DSRM, ADR, Wieringa, Dresch et al.), design principles and theories, FEDS evaluation, paper and thesis writing, and manuscript review.
15 skills
Use the orx CLI to run local OpenResearch projects from a terminal — create experiment branches, launch and supervise compute, inspect logs and evidence, and manage the experiment tree.
15 skills
Delegate independent work to helper agent sessions with orx agent spawn: task selection, self-contained briefs, branch ownership, compute authorization, and concurrency constraints.
15 skills
Launch and monitor experiment runs and route guidance for HF, Modal, Kubernetes, SSH, Slurm, Ray, OpenResearch, Tinker, and local backends with fixed run contracts.
15 skills
Initialize an OpenResearch project with orx up and add experiment nodes with orx create-experiment for baselines, parent nodes, and run commands.
15 skills
Save reusable skills and LaTeX templates with orx skills add and orx templates add for use across OpenResearch projects.
15 skills
Prepare and inspect experiment run evidence: design stdout metrics and summaries, read persisted results with orx logs, and validate run-derived claims.
15 skills
Plan and drive the experiment tree: first-launch setup, fixed run contract, frozen nodes, stacked-bush tree shape, branch/launch/wait/promote, and turn summaries.
15 skills
Publication-quality figures in matplotlib or TikZ: learning curves, scaling laws, benchmark and ablation comparisons, Pareto trade-offs, heatmaps, and method diagrams.
15 skills
Read, edit, commit, and diff experiment code; coordinate shared worktrees and preserve frozen branch history across OpenResearch experiment nodes.
15 skills
Create standalone OpenResearch compute instances with orx instance create for persistent machines and manual or ad-hoc exploration.
15 skills
Search and read research papers across alphaXiv, OpenAlex, and bioRxiv discovery primitives, rank combined candidates, and follow up on sources.
15 skills
Draft academic papers or preprints as LaTeX in the project working tree with live rendering, compilation checks, and grounding in experiment runs.
15 skills
Write and organize durable research outputs in the artifacts directory, including reports, summaries, comparisons, figures, and exported data.
15 skills