Agent skill · Code Review & Quality

isca-artifact-evaluation

Use when preparing an accepted ISCA paper's artifact for evaluation under the ACM Review and Badging policy — scoping which results are reproducible within evaluator budgets, packaging simulator-heavy workflows others can run, writing the evaluator-facing appendix, and earning badges that print on the paper.

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill isca-artifact-evaluation --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 6 KB
Bundled scripts: none
Path: ISCA-Skills/skills/isca-artifact-evaluation/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 909 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# ISCA Artifact Evaluation The verified 2026 arrangement: authors of **accepted** papers could voluntarily submit artifacts, assessed under the **ACM Artifact Review and Badging** policy, with earned badges printed on the paper and attached as ACM Digital Library metadata — and with no effect on the acceptance decision itself. The conference framed AE as a recent, deliberate import into the architecture community (following ASPLOS from 2020 and MICRO from 2021). Voluntary does not mean optional in practice: badges are becoming the community's default trust signal, and an architecture paper without them increasingly gets asked why. ## Decide scope first: which claims does the artifact defend? Architecture artifacts fail most often from over-promising. Before packaging, split the paper's results three ways and say so in the artifact documentation: | Tier | Contents | Evaluator experience | |---|---|---| | **Reproduce** | Headline figure(s) + key ablation, runnable on evaluator-accessible machines within hours | Runs it, matches within stated tolerance | | **Regenerate-with-resources** | Full sweeps needing cluster-days; scripts and configs complete, cost stated honestly | Inspects, s

What's inside
Steps it walks through
  1. Decide scope first: which claims does the artifact defend?
  2. Simulator-heavy artifacts: the specific frictions
  3. The package an evaluator can drive blind
  4. The badge set under ACM's policy
  5. Working with evaluators
  6. Timing and division of labor
  7. Submission gate
Commands it runs
Cold-start rehearsal — run on a machine that has never seen the project
docker load < artifact-image.tar.gz
docker run --rm -it artifact:v1 bash -lc './run_all.sh --tier reproduce'
diff <(csvcut -c workload,ipc results/f07.csv) \
More from Awesome-Journal-Skills
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About this skill
What does the isca-artifact-evaluation skill do?

Use when preparing an accepted ISCA paper's artifact for evaluation under the ACM Review and Badging policy — scoping which results are reproducible within evaluator budgets, packaging simulator-heavy workflows others can run, writing the evaluator-facing appendix, and earning badges that print on the paper.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill isca-artifact-evaluation --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going