atc-topic-selection
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 / expe…
Install / Use
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selectionInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
OperationsSupported Platforms
Tags
Our assessment of atc-topic-selection
atc-topic-selection scores 85/100 on our quality scale, 475th of 735 Operations skills we index.
Its SKILL.md is 5.7 KB long, split into 7 sections with 2 code examples: 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.
Maintenance, license and trust
- The repository was last updated 21 days ago, so atc-topic-selection 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 foundOur 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-topic-selection compared with similar skills
All 4 of these similar skills score higher than atc-topic-selection; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| atc-topic-selection (this skill)by brycewang-stanford | 85 | 1.2k | 21d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 13d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 13d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 15d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 15d ago | SKILL.md |
Frequently asked questions
- How do I install atc-topic-selection?
- Run
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection. The install tabs above show the steps for each supported agent. - Which AI agents does atc-topic-selection 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-topic-selection 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-topic-selection still maintained?
- The repository was last updated 21 days ago, so atc-topic-selection is actively maintained.
Skill content
View source on GitHubname: 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 |
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 honest
Decision 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 reason
Run 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.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
