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atc-related-work

Use when writing or auditing the related-work and positioning of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — covering the systems literature lanes, positioning against OSDI/SOSP/NSDI/EuroSys/FAST, writing delta-first comparisons, and keeping self-citation dou…

Install / Use

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-related-work

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

83/100

Supported Platforms

Universal

Our assessment of atc-related-work

atc-related-work scores 83/100 on our quality scale, 945th of 1,186 Content & Media skills we index.

Its SKILL.md is 4.4 KB long, split into 7 sections with 1 code example: a solid amount of guidance for an agent.

With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
15/20
Description
15/15
Adoption
13/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 21 days ago, so atc-related-work is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-10-06. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

atc-related-work compared with similar skills

All 4 of these similar skills score higher than atc-related-work; compare them before choosing.

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Frequently asked questions

How do I install atc-related-work?
Run npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-related-work. The install tabs above show the steps for each supported agent.
Which AI agents does atc-related-work work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is atc-related-work safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is atc-related-work still maintained?
The repository was last updated 21 days ago, so atc-related-work is actively maintained.

name: atc-related-work description: Use when writing or auditing the related-work and positioning of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — covering the systems literature lanes, positioning against OSDI/SOSP/NSDI/EuroSys/FAST, writing delta-first comparisons, and keeping self-citation double-blind.

ATC Related Work

Position the paper in the systems literature, not against a strawman. ATC's broad scope means your reviewers span subareas, and a related-work section that a storage reviewer and a networking reviewer both find fair is a signal the paper is well situated. Because review is double-blind, positioning and self-citation must be handled carefully.

Cover the lanes a systems reviewer expects

For most ATC papers, at least these lanes should be visible:

  • The direct predecessors — the systems and techniques you build on or replace, with the specific mechanism you change.
  • The alternative approaches — other ways the community has attacked this problem, and why yours differs (not just "we are better," but how the design differs and what that buys).
  • The adjacent subareas — where an idea from storage, networking, virtualization, or scheduling informs your design; ATC reviewers respect cross-pollination when it is credited.
  • The measurement/experience literature — prior studies of the phenomenon you address, so your motivation rests on evidence, not assertion.

Delta-first positioning

Write each comparison delta-first: state what the prior system does, then the specific difference and its consequence.

  • Weak: "Unlike X, our system is more efficient."
  • Strong: "X admits objects on first reference, spending write budget before reuse is known; our policy defers admission to a probation window, so writes concentrate on reused objects — the difference we measure in §4."

A delta a reviewer can check against your evaluation is worth more than a paragraph of adjectives. Every claimed delta should map to an experiment (see atc-experiments).

Sibling-venue awareness

ATC sits among specialized and flagship systems venues, and reviewers will expect you to engage the right literature regardless of where it appeared:

  • OSDI / SOSP: the flagship line for your subarea — cite the landmark systems even though ATC is broader; ignoring them reads as unfamiliarity.
  • NSDI: for anything touching the network stack, dataplanes, or protocols.
  • FAST: for storage and file-system work.
  • EuroSys: the other broad SIGOPS-family systems venue — closely related programs.
  • Workshops (HotOS/HotStorage): where the idea may have first appeared as a position.

Do not misattribute a landmark to ATC because it is famous — many canonical systems papers are OSDI/SOSP/NSDI (see resources/exemplars/library.md for the guardrail list). Cite each to its real venue.

Double-blind self-citation

  • Cite your own prior systems and papers in the third person — "System X [12] admits on first reference" — never "our prior system."
  • Do not write "reference removed for blind review"; keep the citation, anonymized in phrasing.
  • Watch for implicit de-anonymization: an unusual system name, a niche testbed, or a dataset only your group has can identify you as surely as a name. Neutralize the phrasing or note it generically.
  • If a comparison genuinely requires your non-anonymous artifact, mirror it behind a blind service (see atc-submission).

Common failure modes

  • Adjacent-work blind spot — missing a sibling-venue line a subarea reviewer will know cold.
  • Comparison without a measurable delta — claims of superiority not tied to an experiment.
  • Strawman baselines in prose — describing prior work as weaker than it is; reviewers who know it will distrust the rest.
  • Self-citation leak — first-person references or an identifying system name breaking anonymity.
  • Venue misattribution — crediting a flagship result to ATC (or vice versa).

Output format

[Lane coverage] predecessors / alternatives / adjacent subareas / measurement literature: gaps?
[Delta check] each key comparison stated delta-first and mapped to an experiment? yes/no
[Sibling-venue] OSDI/SOSP/NSDI/EuroSys/FAST lines engaged where relevant? misattributions?
[Anonymity] self-citations third-person? identifying names/testbeds neutralized? "removed for review" absent?
[Fix queue] <ordered edits, most reviewer-visible first>

Related Skills

View on GitHub
GitHub Stars1.2k
CategoryContent
Updated21d ago
Forks153

Languages

Stata

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions
atc-related-work — Universal Skill: Install & Safety Check | SkillAgent