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4-level SOTA performance tracking for VibeCodeHPC. Use when checking or updating best performance records.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
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