experiment
01Agent
Experiment agent that implements reproducible baselines and proposed methods, runs controlled local or validated-remote trials, records every run, and promotes formal evidence.
Agent
Experiment agent that implements reproducible baselines and proposed methods, runs controlled local or validated-remote trials, records every run, and promotes formal evidence.
Agent
Figures agent that creates evidence-grounded, editable publication figures and verified exports under figures/.
Agent
Research Assistant that classifies paper routes, inspects evidence, dispatches specialists including independent Review, acceptance-reviews artifacts, performs authorized remote experiment preflight, and advances within existing authority without creating specialist artifacts or running experiments.
Agent
Independent source-based reviewer that inspects accepted Markdown and TeX against evidence, writes immutable timestamped reports, and assigns findings to artifact owners without editing specialist sources.
Agent
Search agent that retrieves candidates, verifies metadata, acquires permitted PDFs, converts readable text, and produces the refpapers material package with a durable per-paper factual handoff.
Agent
Writing agent that applies empirical or survey readiness, drafts and revises the authoritative Markdown manuscript, verifies citations, creates LaTeX, and compiles the PDF.
Skill Claude CodeCodex
Retrieve and verify arXiv paper metadata by arXiv ID, generate BibTeX, inspect abstract/PDF pages with webfetch, and query Semantic Scholar citation/reference metadata. Use as a complement to paper-search after candidate papers are already found; do not use for broad paper search unless paper-search is unavailable.…
Skill Claude CodeCodex
Use proactively when the user asks for autoresearch, auto research, autonomous experiments, overnight optimization, unattended model search, repeated metric improvement, or to keep trying until stopped. Also use when a paper project needs a bounded automatic exploratory campaign before formal validation.
Skill Claude CodeCodex
Use ONLY when editing or creating EasyResearch's own configuration: agent Markdown definitions, skills (SKILL.md), settings.json, models.json, auth.json, extensions, prompts, themes, or .easyresearch config files. Also use when fixing EasyResearch agent/skill/config problems, adding or mounting skills on agents, or…
Skill Claude CodeCodex
Publication-figure overlay for draw.io. Use instead of drawio whenever the diagram is for a paper, thesis, dissertation, journal, conference, IEEE/ACM submission, manuscript, camera-ready, Word/LaTeX figure, or other publication. Applies venue, figure-type, color, caption/legend, formula, and paper-readability gates…
MCP server Claude CodeCodexCursor +2
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time browser preview. Runs locally from the @next-ai-drawio/mcp-server npm package.
Skill Claude CodeCodex
Create, edit, replicate, import, and export draw.io diagrams with an offline YAML-first workflow: architecture, network topologies, flowcharts, UML/ER, org charts, Mermaid/CSV conversion, existing .drawio bundles, style presets, themes, and non-publication formula diagrams. For publication figures (paper, thesis…
Skill Claude CodeCodex
Use when Experiment must build, run, compare, or record reproducible ML/AI paper experiments locally or through the Research Assistant-configured ssh-bash tool and verified SSHFS workspace, including baselines, datasets, controlled trials, multi-seed formal evidence, ablations, and results promotion. Examples: user…
Skill Claude CodeCodex
Use when Experiment must choose experimental units, randomization, blocking, replication, factorial or response-surface structure, controls, or a reproducible allocation before collecting formal evidence.
Skill Claude CodeCodex
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Skill Claude CodeCodex
A relentless interview to sharpen a plan or design.
Skill Claude CodeCodex
Use when Experiment must inspect a public Hugging Face dataset's configurations, splits, rows, filters, Parquet shards, size, statistics, Croissant metadata, license, or separately resolved revision before selecting it for evidence.
Skill Claude CodeCodex
Use when Experiment must turn observations or literature limitations into evidence-bounded rival hypotheses, discriminating predictions, controls, measurements, or a preregistration-ready empirical plan before implementation or trials.
Skill Claude CodeCodex
Build LaTeX manuscripts into PDFs, diagnose TeX toolchain errors, choose pdflatex/xelatex/lualatex/latexmk commands, clean build artifacts, and summarize compilation warnings. Use proactively when a user asks to compile, rebuild, export, or troubleshoot a .tex paper, IEEE/ACM/Elsevier template, bibliography, missing…
Skill Claude CodeCodex
Use when Search or Review must resolve a known scholarly identifier, verify metadata or citations, inspect a bounded public scholarly API result, or locate a lawful open-access source beyond broad arXiv/OpenReview discovery.
Skill Claude CodeCodex
Use when Search must turn a selected paper set into a durable, human-readable material handoff for survey writing, experiment design, related-work analysis, or citation checking, especially when refpapers/source.json and converted full text already exist but downstream agents need verified per-paper facts and evidence…
Skill Claude CodeCodex
Search and organize OpenReview and arXiv paper candidates, returning structured results for a user-given topic, time range, and data sources. Use proactively when the user asks to find papers, restrict a time range, prefer OpenReview/arXiv results, or wants examples of what a research direction looks like in target…
Skill Claude CodeCodex
Convert research PDFs and other documents to Markdown using MarkItDown from the EasyResearch skill venv ($EASYRESEARCHVENV). Use proactively when papers must be converted into readable text for agent analysis, especially inside refpapers/pdf to refpapers/text workflows. Examples: user: "Convert these papers to…
Skill Claude CodeCodex
Use when Review must independently assess accepted Markdown or TeX manuscript sources against literature and experiment evidence and produce an immutable source-based review report without editing the submission.