Plan and execute internet-assisted backside net cost modeling evaluations against HPWL baselines.
npx skills add https://github.com/Mr-Fang-VLSI/EDAgent --skill bscost-net
Please help me install this Agent Skill. Skill: bscost-net Source: https://github.com/Mr-Fang-VLSI/EDAgent/tree/main/skills/bscost-net Command: npx skills add https://github.com/Mr-Fang-VLSI/EDAgent --skill bscost-net
This skill helps EDA researchers move from single-design intuition to reproducible, multi-design evidence for backside net cost models by planning internet-backed benchmarks, constructing signal and clock model tracks, and running standardized evaluations versus HPWL baselines.
Use the bscost-net skill to plan and run a multi-design benchmark that compares a backside net cost model against HPWL and produces contract and bucketed scorecards.
High-intent search queries and answers about installing and using this skill.
To benchmark backside net cost models against HPWL baselines, select pinned multi-family designs, run dual-track signal and clock evaluations, and generate bucketed TSV/MD scorecards with pass/fail promotion decisions. This ensures reproducible multi-design evidence.
Backside net cost modeling estimates routing costs for signal and clock nets on the backside of a design. You need it when validating cost_front, cost_back, and delta_cost metrics to move models into active optimization.
Ensure regression testing reproducibility by pinning benchmark design commits, producing contract and bucketed TSV/MD artifacts, and using provided evaluation scripts for deterministic checks across multiple seeds.
Yes, internet-assisted benchmark selection guides primary-source web research to establish a minimum multi-family benchmark set including systolic arrays, Gemmini, and Rocket Chip with pinned commits for reliable evaluation.
Measure stability and correlation by applying the model across multiple designs and seeds, generating bucketed Pearson and Spearman sign panels, and enforcing theory gating via paired rules to validate results.
Backside net cost evaluations fail promotion gates when contract checks, stability analyses, or bucketed correlation panels do not meet standardized thresholds. Using provided evaluation scripts helps identify specific failures in the scorecards.
inflexa-aiStandardize ATAC-seq, ChIP-seq, and CUT&Tag analysis with peak calling and differential binding.
Mr-Fang-VLSIDevelop theory-grounded backside cost optimization models and validate them against gate-based promotion criteria.
Li-Bai-GOATRank factors correlated with target variables using Pearson and Spearman methods.
AarononthewebValidate .NET test outputs against approved Verify snapshot baselines.
