aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without…
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
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill atc-topic-selection --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/atc-topic-selectionContext preview
The summary Claude sees to decide when to auto-load this skill.
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
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.
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?"**
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."
might call incremental is squarely in scope if it is real and the evaluation is honest.
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.)
| 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 |
Two quick tests sharpen a borderline verdict:
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."
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.
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.
[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[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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