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4-level SOTA performance tracking for VibeCodeHPC. Use when checking or updating best performance records.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Compute budget management with phase-based termination criteria. Use when checking budget, determining project phase, or making stop decisions.
ChangeLog.md format spec for VibeCodeHPC. Use when writing or validating ChangeLog entries with compile/job/test/sota fields.
Compiler warning triage for HPC parallelization. Use when deciding whether to proceed with job execution after compile warnings.
Context window usage monitoring and auto-compact recovery. Use when context is filling up or after auto-compact occurs. Optional for strong models.
CLI and dependency installation guidance. Use when setting up VibeCodeHPC on a new environment — local PC, supercomputer, container, etc.
Hardware spec collection and theoretical peak performance calculation for HPC environments. Prerequisite: skills/ssh-management for remote access.
| name | sota-management |
| description | 4-level SOTA performance tracking for VibeCodeHPC. Use when checking or updating best performance records. |
| Level | Scope | File | Manager |
|---|---|---|---|
| Local | PG directory best | sota_local.txt | PG |
| Family | Same middleware parent-child | Virtual (from PG_visible_dir.md) | Auto |
| Hardware | Same hardware config | sota_hardware.txt | SE |
| Project | Project-wide best | sota_project.txt | PM |
${CLAUDE_SKILL_DIR}/scripts/sota_checker.py — checks and updates all 4 levels. Run with --help for usage.
Details:
references/file_formats.md,references/sota_api.md
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_checker.py --help
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_checker.py /path/to/PG1.1 check "350.0 GFLOPS"
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_checker.py /path/to/PG1.1 update "350.0 GFLOPS" --version 1.2.0 --agent PG1.1
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_checker.py /path/to/PG1.1 info --json
scripts/sota_visualizer.py — self-contained SOTA visualization pipeline.
Generates 4-level graphs (local/family/hardware/project) from ChangeLog.md data.
Requires: matplotlib, numpy
# Pipeline mode (default, periodic execution)
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_visualizer.py
# Debug mode (low DPI)
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_visualizer.py --debug
# Summary only (no graph generation)
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_visualizer.py --summary
# Data export for multi-project analysis
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_visualizer.py --export
# Custom levels and DPI
python3 ${CLAUDE_SKILL_DIR}/scripts/sota_visualizer.py --levels local,project --dpi 80