A skill your agent uses 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…

MITAuto-check passedResearch & Science

Install Atc Related Work

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-related-work -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills atc-related-work --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ATC-Skills/skills/atc-related-work .claude/skills/atc-related-work && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
atc-related-work
GitHub stars
1.2k
Token cost
~1.1k tokens
SKILL.md length
524 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses 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…

  • Auditing the related-work and positioning of an ATC (ACM SIGOPS Annual Technical Conference
  • SKILL.md covers Cover the lanes a systems…, Delta-first positioning, Sibling-venue awareness and Double-blind self-citation, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Formerly USENIX ATC) systems paper — covering the systems literature lanes

What it does

Atc Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 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.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Literature review, Positioning and messaging and Citation management. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • 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

Example prompts

  • “/atc-related-work”

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Atc Related Work loads about 1.1k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 524 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 524 words, ~1,130 tokens.

Download SKILL.mdSave it as .claude/skills/atc-related-work/SKILL.md (or your agent's skills folder).
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.

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.

Show full SKILL.md (160 more words)Show less

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

text
[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>

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in ATC-Skills/skills/atc-related-work of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Atc Related Work next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Atc Related Work this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.1kAutomated safety check: PassMIT
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Gec Literature Positioningfranklee16/academic-research-skills2231 repos~855Automated safety check: PassNone
Jpe Literature Positioningfranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone
Systematic Review ScreenerImbad0202/academic-research-skills51k—~8.4kAutomated safety check: PassCustom licence
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT

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Questions about Atc Related Work

What does Atc Related Work do?

A skill your agent uses 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…. Atc Related Work is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 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.

When should I use Atc Related Work?

Atc Related Work fits situations like: 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.

How do I install Atc Related Work in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-related-work -a claude-code`. Or copy the skill folder (ATC-Skills/skills/atc-related-work in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/atc-related-work in your project. Claude Code loads it when a task matches its description.

How do I install Atc Related Work in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-related-work -a codex`. Or copy the skill folder (ATC-Skills/skills/atc-related-work in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/atc-related-work in your project. Codex loads it when a task matches its description.

Can I use Atc Related Work in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-related-work -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/atc-related-work, .gemini/skills/atc-related-work, .github/skills/atc-related-work and .opencode/skills/atc-related-work in your project.

What does Atc Related Work need to run?

SKILL.md names no scripts, command-line tools or credentials: Atc Related Work is instructions for the agent only.

Does Atc Related Work access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Atc Related Work safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Atc Related Work use?

Atc Related Work is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Atc Related Work use?

About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Atc Related Work?

Skills that share tags, products or a category with Atc Related Work: Ieee Paper Reader (CloudWave818/ieee-skills, 359 stars), Gec Literature Positioning (franklee16/academic-research-skills, 223 stars), Jpe Literature Positioning (franklee16/academic-research-skills, 223 stars) and Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Atc Related Work?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.