菜单
Plan and execute internet-assisted backside net cost modeling for signal and clock nets, then evaluate stability and correlation against HPWL baselines across multiple designs. Use when users ask to improve/validate backside cost models, choose benchmark designs, compare model vs HPWL, or prepare publishable model-evaluation evidence.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Creates and refines academic presentations from research papers. Use this skill for tasks involving the conversion of scientific or technical documents into slide decks for conferences, seminars, lectures, thesis defenses, or academic reviews. Supports beamer LaTeX (.tex), PowerPoint (.pptx), and Markdown output formats.
Execute delay-model validation gates against HPWL baselines. Use when evaluating model consistency, running Gate-0 contract checks, building Gate-1 bucketed scorecards, performing wirelength-aware correlation checks, or deciding readiness for active optimization.
Run a full EDA research chain from knowledge exploration and paper triage to idea debate, hypothesis experiment design, implementation, git versioning, validation, and retrospective. Use when the user requests an end-to-end EDA research workflow rather than a single isolated execution step.
Audit and refine academic manuscripts for structure, terminology consistency, LaTeX hygiene, and high-signal grammar fixes. Use this skill for theses, papers, proposals, and technical reports when the task is manuscript writing rather than experiment execution.
Diagnose and implement backside-routing realization paths, including targeted reroute, local DEF/OpenDB patching, and OpenROAD-backed net-level rerouter bring-up, when theory predicts benefit but the current flow does not realize BM2/BM1 usage.
Audit whether the local BSPDN physical contract is coherent across paper assumptions, GT3 tech collateral, layer/via topology, and current flow policy before promotion or expensive attribution experiments.
| name | bscost-net |
| description | Plan and execute internet-assisted backside net cost modeling for signal and clock nets, then evaluate stability and correlation against HPWL baselines across multiple designs. Use when users ask to improve/validate backside cost models, choose benchmark designs, compare model vs HPWL, or prepare publishable model-evaluation evidence. |
Use this skill to move model work from single-design intuition to reproducible, multi-design evidence.
This skill should stay linked to:
eda-context-accessor when current KB or tool context needs to be refreshed before benchmark or evaluation design.If the planned benchmark set or evaluation claim conflicts with current KB or paper-derived background knowledge, keep that conflict explicit and route KB feedback instead of silently proceeding.
contract.md/tsv and bucketed.md/tsvreferences/background-knowledge-links.md when deciding which KB notes, paper-derived artifacts, and benchmark assumptions are authoritative for the current study.references/benchmark_candidates.md when selecting the benchmark panel or deciding whether the current panel is too narrow.references/web_research_protocol.md when network-backed benchmark expansion or provenance checking is required.references/model_plan.md when designing signal-net and clock-net modeling tracks and aligned output fields.references/evaluation-protocol.md when setting Gate-0/Gate-1 evaluation structure, HPWL comparison, or stability-panel reporting.references/promotion-gate.md when deciding whether the model remains in shadow mode or is eligible for active optimization.