ColliderAgent

Run MadGraph5_aMC@NLO event generation for particle physics simulations via Magnus cloud. Triggers when the user wants to generate Monte Carlo events, simulate collider processes, or run MadGraph5. Supports Pythia8 parton shower and Delphes detector simulation.

Compute dark matter observables (relic density, direct detection, indirect detection) via micrOmegas on the Magnus cloud. Triggers when the user wants to calculate Ωh², DM-nucleon cross sections (SI/SD), annihilation ⟨σv⟩ into SM final states, or indirect-detection γ/ν/e⁺/e⁻ spectra. Consumes a CalcHEP model (from the calchep-generator skill) plus a user-supplied main.c.

Generate CalcHEP model directories from FeynRules .fr files via Magnus cloud. Triggers when the user has a validated .fr model and needs a CalcHEP model for micrOmegas or CalcHEP.

Generate a self-contained reproduction guide from a completed analysis pipeline run. Triggers when the user asks to "create a reproduction guide", "write a reproduction package", "make this reproducible", or "create scripts for reproducing this analysis".

Generate FeynRules .fr model files from LaTeX Lagrangian descriptions. Triggers when the user provides a Lagrangian in LaTeX notation and wants it converted to a FeynRules model file for particle physics simulations.

Validate FeynRules models for correctness. Two capabilities: (1) Mathematica-based physical consistency checks on .fr files (Hermiticity, diagonal mass/quadratic terms, kinetic term normalization), (2) MadGraph5 import test on generated UFO directories to catch Python syntax errors and structural issues.

Summarize the full execution of a collider physics analysis after all tasks are complete. Triggers automatically at the end of a pipeline run, or when the user asks to "summarize the run", "generate an execution report", or "what did the agent do".

Orchestrate the full particle physics analysis pipeline using subagents. Triggers when the user asks to "execute an analysis", "run the full pipeline", "execute <filename>.md", or references an analysis prompt/plan .md file to execute end-to-end. Also triggers when the user's request spans multiple pipeline stages simultaneously, such as event generation (simulate, generate events, pp ->, LHC, TeV) combined with event analysis (plot, distribution, invariant mass, cut-flow) and/or post-processing (reproduction guide, summarize, exclusion limit, fit), or when the user describes a complete physics study (e.g. "complete study of...", "full analysis of...", "investigate ... and produce ..."). ALSO triggers for incremental or follow-up requests that modify a previous run and propagate changes through downstream stages, such as "add more events and update the plot", "re-run with different parameters", "increase statistics and re-analyze", "change cuts and update figures", or any request that combines a modification

Run MadAnalysis5 analysis on generated event files via Magnus cloud. Triggers when the user wants to analyze Monte Carlo events, create kinematic distributions, apply event selections, or produce cut-flow reports. Supports parton-level (LHE), hadron-level (HepMC), and reconstruction-level (LHCO/ROOT) analysis.

Run blueprints on the Magnus cloud platform via the `magnus` CLI. Use this skill when you need to execute remote computations on GPU/CPU clusters.

Generate UFO (Universal FeynRules Output) model directories from FeynRules .fr files via Magnus cloud. Triggers when the user has a validated .fr model and needs a UFO model for MadGraph5.