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Fast Review Process

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:review
Use when reasoning about how a USENIX FAST submission is evaluated, covering double-blind program-committee review with outside referees, the author-response (rebuttal) period, the Accept / Accept-with-shepherding / One-shot-Revision / Reject decision set, how a one-shot revision differs from a journal R&R and from OSDI/ATC handling, and where author leverage exists.
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From the source SKILL.md

Model the pipeline before interpreting any single review. FAST — the USENIX Conference on File and Storage Technologies — uses the USENIX systems-review machinery: double-blind program-committee review, an author-response period, PC shepherding for accepted papers, and a one-shot revision track. The most consequential mental shift for authors is understanding that FAST has four outcomes, not two, and that a one-shot revision is a real, bounded second chance — not a soft accept and not an open-ended journal R&R.

What this skill does

Fast Review Process is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/fast-review-process/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when reasoning about how a USENIX FAST submission is evaluated, covering double-blind program-committee review with outside referees, the author-response (rebuttal) period, the Accept / Accept-with-shepherding / One-shot-Revision / Reject decision set, how a one-shot revision differs from a journal R&R and from OSDI/ATC handling, and where author leverage exists.

Who uses this skill

The Fast Review Process Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/fast-review-process
curl -L https://claudskills.com/skills/fast-review-process/SKILL.md \
  -o ~/.claude/skills/fast-review-process/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/fast-review-process/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/fast-review-process/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\fast-review-process\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Fast Review Process Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/fast-review-process/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Fast Review Process skill do?
Use when reasoning about how a USENIX FAST submission is evaluated, covering double-blind program-committee review with outside referees, the author-response (rebuttal) period, the Accept / Accept-with-shepherding / One-shot-Revision / Reject decision set, how a one-shot revision differs from a journal R&R and from OSDI/ATC handling, and where author leverage exists.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Fast Review Process skill?
Use Fast Review Process when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Fast Review Process" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Fast Review Process skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Fast Review Process is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
brycewang-stanford. (2026). Fast Review Process [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/fast-review-process/
BibTeX
@misc{fast-review-process-2026,
  author    = {brycewang-stanford},
  title     = {Fast Review Process [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/fast-review-process/}
}

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