Agent skill · Code Review & Quality

atc-review-process

Use when reasoning about how an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) submission is evaluated — the two-round extended-abstract model, the round-one gate by two reviewers, the round-two read by 3-4 reviewers, double-blind reviewing, rebuttal, conditional acceptance with shepherding, and how ATC differs from OSDI/SOSP/NSDI.

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-review-process --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: ATC-Skills/skills/atc-review-process/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

# ATC Review Process Model the pipeline before interpreting any single review. ATC's process is unusual among systems venues in 2026 because it runs in **two rounds gated by a two-page extended abstract**, and because acceptance is **conditional on a shepherd**. The most consequential mental shift for authors arriving from a single-round conference is that **round one can end your submission before anyone reads the full paper** — the extended abstract is not a formality. ## Process model - Submission and review run on **HotCRP** (`atc26.hotcrp.com`) with **double-blind** anonymity: identities are mutually hidden through reviewing. - **Round one:** each **two-page extended abstract** is read by **two experienced reviewers** with a broad systems perspective; abstracts below the bar are **rejected early**. The extended abstract is review-only and not published. - **Round two:** papers that advance are read in full by **3-4 reviewers**, who weigh the significance and usefulness of the systems contribution, the soundness of the design, the honesty and completeness of the measurements, reproducibility, and clarity. - **Rebuttal / description of changes:** authors get a short (about one p

What's inside
Steps it walks through
  1. Process model
  2. Reading a decision against the model
  3. How ATC differs from its siblings
  4. Who reads you
  5. Where author leverage actually exists
  6. Misreadings to avoid
  7. Output format
More from Awesome-Journal-Skills
All skills →
About this skill
What does the atc-review-process skill do?

Use when reasoning about how an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) submission is evaluated — the two-round extended-abstract model, the round-one gate by two reviewers, the round-two read by 3-4 reviewers, double-blind reviewing, rebuttal, conditional acceptance with shepherding, and how ATC differs from OSDI/SOSP/NSDI.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-review-process --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