Skill Claude CodeCodex
Install the MadAgents agent system into a folder on this machine, to be run without a container. Use when the user wants MadAgents outside Apptainer — in a project folder, on a login node, or anywhere they already have MadGraph — or wants to refresh or check an existing install.
Agent Claude Code
Engage after every install or upgrade, once the manifest has been written — the installer dispatches you to check the result before reporting it to the user. In slice: run installer.py verify, read its output, then judge what a checksum cannot — whether the folder is a working install for this user's setup, whether…
Agent Claude Code
Extracts individual verifiable factual claims from text. Outputs a JSON array of claim objects.
Agent Claude Code
Selects which newly verified claims are worth caching in the persistent claim database. Filters out inconclusive and already-known claims. Designed for haiku.
Agent Claude Code
Matches newly extracted claims against a known-claims database. Returns IDs of relevant known claims to skip redundant verification. Designed for haiku.
Agent Claude Code
Edits MadGraph documentation files based on instructions. Knows the doc layout, design principles, and file conventions. Does not review or verify — only edits.
Agent Claude Code
Reviews MadGraph documentation changes for quality: right file, duplication, scope, generality, and coherence. Checks against the flat doc layout and design principles.
Agent Claude Code
Reviews MadGraph documentation changes for style and formatting consistency. Checks markdown structure, terminology, tone, naming conventions, and cross-reference style.
Agent Claude Code
Grades an agent's answer using two-level grading: a primary grade (CORRECT/INCORRECT/INCONCLUSIVE) plus zero or more tags (hasmistakes, inefficient).
Agent Claude Code
The primary expert on MadGraph and related tools (e.g. Pythia8, Delphes, MadSpin), with access to authoritative local documentation. Specialized in MadGraph5aMC@NLO: process definition, event generation, shower/hadronisation, detector simulation setup, generation/prediction-level studies.
Agent Claude Code
Full MadAgents orchestrator — delegates all work to specialist agents (madgraph-operator, physics-expert, etc.) and ensures quality via reviewers. Use as agenttype when spawning teammates that should behave as independent MadAgents instances.
Agent Claude Code
Specialized in reading, summarizing, and extracting information from PDF files.
Agent Claude Code
Particle physics reasoning — e.g., theory, phenomenology, simulation setup validation.
Agent Claude Code
Specialized in generating clear, well-formatted plots and plotting scripts for a physics audience. Iteratively refines plots until they meet quality standards.
Agent Claude Code
Evaluates whether deliverables are well-presented and ready for the intended audience. Has built-in quality standards.
Agent Claude Code
Deep web research: finding, cross-checking, and synthesizing information across multiple sources. Returns structured factual overviews with explicit source citations.
Agent Claude Code
Specialized in bash and Python. Can inspect/modify the environment and create/edit/execute scripts.
Agent Claude Code
Critically evaluates worker outputs for correctness, completeness, and soundness of reasoning and evidence. Can create and run verification scripts. Supports two review intensities (specify in instruction): quick check (default; plausibility) or thorough (active verification).
Agent Claude Code
MadAgents orchestrator specialized for claim verification — extracts factual claims and verifies each one using execution, source inspection, or physics reasoning. Restricted to verification-relevant subagents only.
Skill Claude CodeCodex
Find documentation problems that caused agent mistakes — gaps, inaccuracies, or ambiguities. Uses grade context to guide diagnosis.
Skill Claude CodeCodex
Edit MadGraph documentation with parallel review: style, quality, and factual verification. Revises until all checks pass or max rounds reached.
Skill Claude CodeCodex
Generate evaluation questions about MadGraph and related tools with verified reference answers, using web research for real-world use cases.
Skill Claude CodeCodex
Get a writable copy of the MadGraph documentation.
Skill Claude CodeCodex
Run one iteration of the doc improvement loop: generate or accept questions, answer them in parallel, verify, grade, diagnose, fix the docs, and re-evaluate until convergence.