Agent Skills
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icde-artifact-evaluation
GitHub指导作者为IEEE ICDE会议打包代码、数据和日志等补充材料。涵盖构建依赖、最小复现地图及单盲提交规范，帮助通过评审并提升论文评分。
Trigger Scenarios
准备ICDE会议的补充材料
打包系统源代码和基准测试脚本
确保实验结果可复现
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icde-artifact-evaluation -g -y
SKILL.md
Frontmatter
{
"name": "icde-artifact-evaluation",
"description": "Use when packaging IEEE ICDE code, data, workload generators, and logs as supplemental material whose availability reviewers score, and for any post-acceptance reproducibility or badge process the edition runs. Covers what a builder-heavy committee inspects first, making a data-systems benchmark turnkey, and single-blind packaging."
}
ICDE Artifact Evaluation
Use this for evidence packaging around ICDE. ICDE expects authors to submit supplemental material and considers its availability in the evaluation, so a strong artifact directly raises the paper's floor even where no separate badge process runs. Confirm whether the current edition also runs a post-acceptance reproducibility/badge track (待核实) before promising evaluators anything.
Artifact plan
- Decide what evidence a builder needs to believe the numbers: the system source, the workload generators, the baselines' configurations, the datasets or their construction scripts, seeds, and logs.
- Keep decision-critical evidence in the paper or its figures; the artifact demonstrates reproducibility, it does not replace the argument.
- Provide a minimal reproduction map: build steps, dependencies, hardware assumptions (especially the storage device), commands, expected outputs, runtime, and known nondeterminism sources.
- For restricted or proprietary data, give enough provenance and construction detail for a credible re-run without violating data-use terms.
- After acceptance, publish the public, licensed, tagged version whose commit produced the paper's numbers.
What ICDE evidence reviewers open first
| Claim type | First artifact inspected | Common failure caught |
|---|---|---|
| Throughput/latency win | run_small.sh and the workload generator |
Numbers cannot be regenerated; generator or seeds absent |
| "Mechanism causes the gain" | The ablation toggle in the code | The toggle does not exist; gain not isolable in the artifact |
| Baseline comparison | The baseline's config files | Baseline was untuned or run with defaults |
| Scale claim | The scale-factor sweep script | Only one scale factor is actually runnable |
| Cost/overhead claim | The instrumentation that measures cost | Cost is asserted but not measured anywhere |
Because ICDE reviewers are builders, they will re-run a small benchmark far sooner than they
will provision a cluster — make run_small.sh reproduce the headline crossover on one machine
in minutes before polishing anything else.
Worked vignette: packaging a storage-engine benchmark
A submission proposes a write-optimized index validated on a telemetry trace and a synthetic sweep.
- Ship the workload as a parameterized generator (append rate, append-to-scan ratio, key distribution), not constants buried in a driver, so reviewers can vary the regime.
- Record the exact seed sequence and run count behind every throughput and latency-tail figure; percentile claims are meaningless without them.
- Emit figures directly from logged runs so PDF and artifact numbers cannot drift.
- Include the ablation switch and the baseline configs so a reviewer can reproduce both the effect and the fair comparison.
Single-blind and logistics anchors
- ICDE is single-blind: the artifact need not be anonymized — leave author names and history in place; spend the effort on making it build and run.
- Assume, absent a formal badge track, that only the README and one entry script get opened; design for that. If a badge/reproducibility process does run this edition, read its criteria before packaging.
- Upload size limits and accepted formats vary by edition; verify against the current CMT submission form.
Output format
[Artifact role] scored supplement / post-acceptance reproducibility / public archive
[Contents] <source / generators / baseline-configs / logs / claims-map>
[Turnkey check] <does run_small.sh reproduce the headline result? y/n>
[Isolability] <is the mechanism ablation runnable in the artifact? y/n>
[Hygiene] <secrets / caches / bloat removed>
[Fixes before upload] <ordered list>
Version History
- 9f86f09 Current 2026-07-19 15:55
