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research-skills

Claude skills for academic research: methodology, scientific writing, examination, and OpenResearch autoresearch.

0 · rodrigodg1/research-skills15 pluginsupdated 1 month ago

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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

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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

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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

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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

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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

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Initialize an OpenResearch project with orx up and add experiment nodes with orx create-experiment for baselines, parent nodes, and run commands.

15 skills

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Save reusable skills and LaTeX templates with orx skills add and orx templates add for use across OpenResearch projects.

15 skills

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Prepare and inspect experiment run evidence: design stdout metrics and summaries, read persisted results with orx logs, and validate run-derived claims.

15 skills

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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

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Publication-quality figures in matplotlib or TikZ: learning curves, scaling laws, benchmark and ablation comparisons, Pareto trade-offs, heatmaps, and method diagrams.

15 skills

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orx-git

claude

Read, edit, commit, and diff experiment code; coordinate shared worktrees and preserve frozen branch history across OpenResearch experiment nodes.

15 skills

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Create standalone OpenResearch compute instances with orx instance create for persistent machines and manual or ad-hoc exploration.

15 skills

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Search and read research papers across alphaXiv, OpenAlex, and bioRxiv discovery primitives, rank combined candidates, and follow up on sources.

15 skills

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orx-paper

claude

Draft academic papers or preprints as LaTeX in the project working tree with live rendering, compilation checks, and grounding in experiment runs.

15 skills

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Write and organize durable research outputs in the artifacts directory, including reports, summaries, comparisons, figures, and exported data.

15 skills

0

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claude & codex plugins15 plugins