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SkillsMP has collected 14 skills from eunomia-bpf/research-skills. Open a skill to review its source and details.
Showing 14 of 14 collected skills.
Verify every citation in a paper is real, accurate, and correctly used. Downloads PDFs, reads abstracts, checks claims against source text, flags AI-hallucinated references, identifies uncited claims, and maintains structured annotations in the .bib file. Use…
Start, orchestrate, or resume an autonomous research project through hierarchical EXPERIMENT, WRITE, and REVIEW gates. Use when running a project from a rough idea to a complete paper, recovering after context loss, deciding which gate or inner loop must run…
Check a systems paper's structure at macro level (sections, subsections) and micro level (paragraph roles, sentence flow). Covers section organization, intro/abstract paragraph conventions, explicit RQ-organized evaluation, design/impl separation, and…
Check terminology, invented jargon, concept consistency, information flow, and cross-paper factual consistency in LaTeX papers. Use for undefined or drifting terms, difficult paragraph flow, architecture or workflow contradictions, claim/number drift,…
Discuss possible revisions to the scientific idea and academic architecture of a research paper through three mandatory serial read-only research discussions, returning proposals to the root agent; it does not edit the paper, execute experiments, or polish…
Iteratively refine the WRITING of a systems paper through 12 serial review-fix rounds. Covers macro structure, micro structure, section conventions, explicit RQ-organized evaluation, logic flow, abstract/intro rebuild, consistency, language (3 passes),…
Iteratively review and attack a complete research paper across systems, AI/ML, or cross-domain venues. Use for an orchestrated REVIEW gate, whole-paper accept/reject simulation, source-grounded novelty and evidence attack, external…
Create, audit, and improve figures in systems papers. Covers both design diagrams (architecture, flow, component) and result plots (bar charts, line plots, heatmaps). Checks figure-text alignment, abstraction level, claim support, and visual clarity. Use when…
Review and fix sentence-level writing quality in LaTeX paper sections. Checks punctuation, sentence structure, word choice, and systems-paper prose conventions. For terminology/jargon/concept/information-flow issues, use check-terminology-infoflow instead.
Select, plan, review, execute, and interpret the highest-paper-value real experiment for one hypothesis within a paper-level research question. Use for experiment selection, baseline/workload/metric choice, crowded-run consolidation, real preflight, full…
Build a claim-oriented literature and novelty map for a research project. Use when searching related work, checking closest prior work, identifying same-claim risk, choosing baselines, summarizing papers for a top-conference framing, downloading/organizing…
Restructure and iteratively rewrite a systems paper's abstract and introduction from their current state while preserving claims, evidence, citations, numbers, notation, and established terminology. Use when the user asks to rewrite, reorganize, rebuild, or…
Rewrite a selected LaTeX body paragraph, subsection, or section for a strong systems paper while preserving technical meaning, evidence, citations, notation, and established terminology. Use for local or structural rewrites of motivation, background, design,…
Tightens selected LaTeX prose for SOSP/OSDI-style systems papers by cutting redundancy and vague wording while preserving mechanisms, qualifiers, and evidence. Use when the user asks to tighten, shorten, de-verbose, or polish LaTeX without changing technical…