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A skill your agent uses when deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) or should be routed to OSDI, SOSP, NSDI…
MITAuto-check passed
Install Atc Topic Selection
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills atc-topic-selection --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-topic-selection .claude/skills/atc-topic-selection && rm -rf skills-srcUse ~/.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/
Install the "atc-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ATC-Skills/skills/atc-topic-selection into .claude/skills/atc-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "atc-topic-selection", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ATC-Skills/skills/atc-topic-selectionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills atc-topic-selection --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ATC-Skills/skills/atc-topic-selection .agents/skills/atc-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "atc-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ATC-Skills/skills/atc-topic-selection into .agents/skills/atc-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "atc-topic-selection", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills atc-topic-selection --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ATC-Skills/skills/atc-topic-selection .cursor/skills/atc-topic-selection && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "atc-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ATC-Skills/skills/atc-topic-selection into .cursor/skills/atc-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "atc-topic-selection", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path ATC-Skills/skills/atc-topic-selection--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills atc-topic-selection --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ATC-Skills/skills/atc-topic-selection .gemini/skills/atc-topic-selection && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "atc-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ATC-Skills/skills/atc-topic-selection into .gemini/skills/atc-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "atc-topic-selection", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills atc-topic-selectionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/ATC-Skills/skills/atc-topic-selection .github/skills/atc-topic-selection && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "atc-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ATC-Skills/skills/atc-topic-selection into .github/skills/atc-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "atc-topic-selection", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills atc-topic-selection --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ATC-Skills/skills/atc-topic-selection .opencode/skills/atc-topic-selection && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "atc-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ATC-Skills/skills/atc-topic-selection into .opencode/skills/atc-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "atc-topic-selection", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
atc-topic-selection- GitHub stars
- 1.2k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 575 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) or should be routed to OSDI, SOSP, NSDI…
- Deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference
- SKILL.md covers What ATC rewards, Sibling-venue routing table, The breadth and… and Evidence maturity, without the…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Formerly USENIX ATC)
What it does
Atc Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) or should be routed to OSDI, SOSP, NSDI, EuroSys, FAST, or a workshop like HotOS/HotStorage — distinguishing ATC by its broad practical scope, its Deployed Systems / experience lane, the breadth-vs-selectivity trade, and the November/June calendar.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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
- Deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference
- Formerly USENIX ATC)
- Should be routed to OSDI
- A workshop like HotOS/HotStorage — distinguishing ATC by its broad practical scope
Example prompts
- “/atc-topic-selection”
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 Topic Selection loads about 1.4k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 575 words of instructions outside code blocks.
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). 575 words, ~1,448 tokens.
Download SKILL.mdSave it as
.claude/skills/atc-topic-selection/SKILL.md (or your agent's skills folder).- name
- atc-topic-selection
- description
- Use when deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) or should be routed to OSDI, SOSP, NSDI, EuroSys, FAST, or a workshop like HotOS/HotStorage — distinguishing ATC by its broad practical scope, its Deployed Systems / experience lane, the breadth-vs-selectivity trade, and the November/June calendar.
ATC Topic Selection
Decide the venue before drafting. ATC — the ACM SIGOPS Annual Technical Conference, for about fifty years the USENIX Annual Technical Conference — is the systems community's broad, practical venue. It emphasizes implementations and experimental results across the whole systems stack and takes a wider slice than the more selective OSDI/SOSP flagships. The decisive question is rarely "is this systems?" but "is this a solid, useful, measured systems result — and is ATC's breadth the right home versus a more specialized or more selective venue?"
What ATC rewards
- Built and measured systems across a broad scope: operating systems, runtime systems, parallel and distributed systems, storage, networking, security and privacy, virtualization, hardware-software interaction, performance and workload characterization, reliability, availability, scalability, energy, and bug-finding / tracing / troubleshooting — "of all scales, from embedded devices to data centers and clouds."
- Useful over merely novel. A solid, well-engineered, carefully measured system that a flagship might call incremental is squarely in scope if it is real and the evaluation is honest.
- Deployed-systems / experience papers. ATC has a lane for papers about real-world deployed systems that need not present new ideas — they are judged on practical insight. (Continuity of the named track under SIGOPS is 待核实, but the appetite for experience papers is long-standing.)
Sibling-venue routing table
| Signal in your project | Better home | Why |
|---|---|---|
| Solid, useful, measured systems work of broad interest; usefulness over novelty | ATC | The broad practical-systems venue; welcomes strong engineering + honest measurement |
| A large, novel systems contribution aimed at the flagship bar | OSDI / SOSP | More selective, novelty-forward; different calendars and no extended-abstract gate |
| The contribution is a networked-systems design (dataplane, protocols, RDMA, congestion) | NSDI | Networked-systems center; its own multi-deadline model |
| Broad systems, but EuroSys's cycle lands sooner or fits the community | EuroSys | The other broad SIGOPS-family systems conference; choose by calendar/pull |
| The core is file and storage systems depth | FAST | Storage's specialized home |
| A provocative idea or early design with argument but no built system | HotOS / HotStorage / workshop | Position/early-work venues; ATC wants a built, measured system |
| A real deployed system with practical lessons but no new idea | ATC (Deployed Systems lane) | ATC explicitly values experience papers |
Show full SKILL.md (224 more words)Show less
The breadth and deployed-systems tests
Two quick tests sharpen a borderline verdict:
- Breadth-vs-selectivity test: if the paper's strength is careful engineering and honest measurement of something genuinely useful — rather than a headline-novel mechanism — ATC's broad, practical bar fits better than OSDI/SOSP's selectivity. Do not withhold a solid, useful system from ATC because it is "not flagship-novel."
- Deployed-systems test: if the contribution is the experience of running a real system at scale — what broke, what you learned, what others should copy — ATC's experience lane is a real home, where "no new idea" is not a rejection reason.
Evidence maturity, without the ladder cliché
Fit is necessary but not sufficient: the same idea sits at different doors depending on how far the system has come. An idea with an argument but no implementation is a HotOS-style position paper; a prototype measured only on inputs you chose needs a real testbed and workloads before the research track; a networked-systems design whose contribution is the network belongs at NSDI. Submitting one step early earns a "promising, but build and measure it" and costs a cycle.
Cheap reconnaissance before committing
[Scope] scan the last two ATC programs (dblp: USENIX ATC; the SIGOPS ATC page) for your subarea
-> several recent papers = a reviewer pool exists; none = opening or mismatch
[Citations] is your bibliography majority systems venues (ATC/OSDI/SOSP/NSDI/EuroSys/FAST)?
-> majority elsewhere => reviewers read you as a visitor; naturalize the intro first
[Calendar] compare ATC's June deadline / November conference with OSDI/NSDI/EuroSys/FAST dates
-> route to the nearest honest fit; ATC 2026 is Hong Kong, Nov 15-18
[Bar] is the paper "useful and solid" (ATC) or "novel and large" (OSDI/SOSP)? be honestDecision procedure
[Audience] who acts differently if the system works? -> systems builders/operators/researchers?
[Claim type] built-system / technique+implementation / architecture / experience / measurement study
[ATC vs flagship] solid+useful -> ATC; novel+large -> OSDI/SOSP
[Specialist check] network core -> NSDI; storage core -> FAST; idea-only -> HotOS/workshop
[Verdict] ATC research track / Deployed Systems lane / sibling venue / workshop, with a one-line reasonRun this before the writing skills; a wrong venue decision wastes every later step. When the verdict
is ATC, continue with atc-workflow for the June-anchored calendar and atc-writing-style for the
self-standing extended abstract and the systems-paper shape.
© 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-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Atc Topic Selection 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Atc Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Ito Computeaffaan-m/ECC | 275k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Senior Computer Visiondavila7/claude-code-templates | 32k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Senior Computer Visionalirezarezvani/claude-skills | 28k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | |
| GCP Computesickn33/agentic-awesome-skills | 47k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Computer UseQwenLM/qwen-code | 28k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 |
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Questions about Atc Topic Selection
What does Atc Topic Selection do?
A skill your agent uses when deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) or should be routed to OSDI, SOSP, NSDI…. Atc Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) or should be routed to OSDI, SOSP, NSDI, EuroSys, FAST, or a workshop like HotOS/HotStorage — distinguishing ATC by its broad practical scope, its Deployed Systems / experience lane, the breadth-vs-selectivity trade, and the November/June calendar.
When should I use Atc Topic Selection?
Atc Topic Selection fits situations like: deciding whether a computer-systems project belongs at ATC (ACM SIGOPS Annual Technical Conference; formerly USENIX ATC); should be routed to OSDI; A workshop like HotOS/HotStorage — distinguishing ATC by its broad practical scope.
How do I install Atc Topic Selection in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a claude-code`. Or copy the skill folder (ATC-Skills/skills/atc-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/atc-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Atc Topic Selection in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection -a codex`. Or copy the skill folder (ATC-Skills/skills/atc-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/atc-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Atc Topic Selection 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-topic-selection -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-topic-selection, .gemini/skills/atc-topic-selection, .github/skills/atc-topic-selection and .opencode/skills/atc-topic-selection in your project.
What does Atc Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Atc Topic Selection is instructions for the agent only.
Does Atc Topic Selection 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 Topic Selection 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 Topic Selection use?
Atc Topic Selection 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 Topic Selection use?
About 1.4k tokens (SKILL.md is roughly 5.8k 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 Topic Selection?
Skills that share tags, products or a category with Atc Topic Selection: Ito Compute (affaan-m/ECC, 275k stars), Senior Computer Vision (davila7/claude-code-templates, 32k stars), Senior Computer Vision (alirezarezvani/claude-skills, 28k stars) and GCP Compute (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Atc Topic Selection?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 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.