KehengZhu

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Answers questions about SWMF component roles, coupling relationships, control flow, and system-level architecture. Called by swmf-explain and sometimes swmf-debug.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Owns CME initiation policy: GL vs Titov-Démoulin vs SPHEROMAK vs cone; how spec FR fields map to PARAM #CME parameters; multi-session structure (background → eruption → relaxation); two-PARAM start+restart split. Loaded by swmf-replicate and swmf-configure.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Finds the precise location and definition of a named token: symbol, PARAM command, IDL procedure, file, or error string. Called by swmf-debug, swmf-configure, and other entry skills when exact confirmation is needed.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Handles source-level change preparation: invariant context, affected symbols, validation plan, patch-readiness gate. Called by swmf-debug and swmf-configure when a code change is needed.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Owns scheduler-aware policy for SWMF job scripts (SLURM on Frontera/local, PBS on Pleiades/Derecho, plain mpirun for laptops). Loaded by swmf-run and swmf-replicate.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Owns the policy for magnetogram inputs: ADAPT vs GONG vs HMI vs MDI; FITS vs mapNN.out vs harmonics .dat; how PARAM commands #HARMONICSFILE/#HARMONICSGRID/#FDIPS reference them; alignment with #STARTTIME. Loaded by swmf-replicate and swmf-configure.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. MFLAMPA (SP component) expert for the SEP transport/acceleration model: source-module map and the per-step advance loop, linked libraries and the standalone-vs-coupled split, the make testmflampa test workflow (compile → rundir → run → check) and its variants, and MFLAMPA PARAM commands with their…

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Authoritative PARAM.in expert for SWMF solar/heliosphere runs. Answers questions about PARAM command meaning, PARAM.in structure, PARAM.XML schema, include resolution, component maps, session ladders, multi-component coupling cadences, CME block construction, SOFIE/AWSoM model distinction, and…

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Provides deep postprocessing knowledge: IDL visualization, coupling architecture, output artifact inspection. Called by swmf-analyze and swmf-compare.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill. Owns the SWMFSOLAR project as the canonical operational driver: Makefile targets, Scripts/, JobScripts/, Param/, ParamListScripts/. Loaded by swmf-replicate, swmf-build, and swmf-run when an AWSoM/SOFIE/CME workflow is in scope.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Support skill for validating a SWMF run against an external reference (paper figure, observation trace, CCMC quick-look). Loaded by swmf-replicate, swmf-analyze, and swmf-compare when one side is a reference rather than another SWMF artifact.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when the user wants to interpret SWMF outputs: what results mean, diagnostics from output files, field interpretation, or postprocessing discovery.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when the task is about compiling, setting up build targets, build configuration, or build troubleshooting.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when two SWMF things must be contrasted: run vs run, PARAM file vs PARAM file, output vs output, or config vs config.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when the task is about preparing or changing a SWMF case: PARAM.in, PARAM.XML, Config.pl, module-specific configuration, or case setup.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when something is broken or suspicious: run crash, wrong results, initialization failure, hang/stall, coupling error, build succeeded but behavior is incorrect, or any request that starts from failure evidence.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when the question is broad, conceptual, cross-component, or asks 'how/why/where' at system level. Explains SWMF architecture, component roles, coupling, and control flow.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when the task is to grow the SWMF replication rules layer from paper-replication outcomes. Drives one cycle of: replicate a paper from the curated eval set, score the attempt against the A–E rubric, classify each residual gap to a fix-source lane, draft rules with non-reference provenance, regress across all eval…

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when the task is to replicate a SWMF run end-to-end: from a paper, a structured spec (CCMC), or a prior run directory. Drives spec normalization, build, run-dir assembly, PARAM.in generation, pre-launch validation gate, submission, monitoring, postprocessing, and validation.

KehengZhu/SWMF-MCP-Server

Skill Claude CodeCodex

Use when the task is about how to execute a SWMF simulation: launch sequence, run scripts, run environment, job submission, or pre-run checks.

KehengZhu/SWMF-MCP-Server

MCP server Claude CodeCodexCursor

MCP server "swmf-mcp-prototype" as configured in KehengZhu/SWMF-MCP-Server. Runs locally from the swmf-mcp-prototype Python package.