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Get Started Free →Use when deciding what belongs in the ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) two-page extended abstract, the 12-page paper body, the optional appendix, and the artifact — splitting content by review round and decision-criticality so nothing that decides acceptance lives where a reviewer is not required to read.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -4% | 0% |
| case-01 | ✓→✓ | = Same ✓ | 0% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 35% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 33% | 0% |
ATC gives you four places to put content, each read by a different reviewer under a different rule: the two-page extended abstract (round one, two reviewers), the 12-page body (round two, 3-4 reviewers), the appendix (optional reading), and the artifact (opened during round two and evaluated post-acceptance). Placing content correctly is a strategic decision, not a formatting one, because reviewers are not required to read the appendix and a round-one reviewer may read only the abstract.
Anything that decides acceptance goes in a place the deciding reviewer is required to read.
headline result, and honest cost must be in the abstract.
and result must be in the 12 pages.
tables — never a result the verdict depends on.
but the paper must be judgeable without executing it.
| Content | Home | Why | |---|---|---| | Problem, contribution, testbed, headline result, key cost | Extended abstract | The round-one decision surface; must stand alone | | Design rationale, implementation, main experiments, fair baselines, tails/variance | Body (≤12 pp) | The round-two decision surface; nothing acceptance-critical may leave it | | Extra sensitivity graphs, parameter sweeps, proofs, extended tables | Appendix | Optional depth; reviewers not required to read it | | Full code, traces/datasets, configs, claim-to-experiment scripts | Artifact | Runnable evidence + badge material; paper still judged without running it |
The most common ATC mistake is treating the extended abstract as a marketing blurb that depends on the paper. It is a self-contained argument that must survive being read instead of the paper (see atc-writing-style). Move the real problem, the real contribution, and a real result into it; do not defer them to "as shown in the paper."
The second common mistake is using the appendix to dodge the 12-page limit by exiling results a reviewer must weigh. If a graph is needed to believe a claim, it belongs in the body; if it is merely reassuring, it belongs in the appendix. Ask: would a reviewer who skips this change their score? If yes, it is body content.
Divergent numbers across places are a credibility hit and a frequent reviewer catch.
atc-experiments, atc-reproducibility) should let a reviewertrace each body claim to an artifact script and each artifact output back to a body figure.
strings, system names) even when the body is clean.
text[For each result] which round decides it? -> place it where that round's reviewer must read [Abstract test] can a reviewer accept/reject from the 2 pages alone? if not, move content in [Body test] is any acceptance-critical claim only in an appendix/artifact? if yes, move it in [Appendix test] would skipping this change a score? if yes, it is body content, not appendix [Consistency] do the numbers match across abstract/body/appendix/artifact? anonymity intact?
text[Extended abstract] self-standing, decision-complete for round one? yes/no [Body] all acceptance-critical content inside 12 pages? leaks to appendix/artifact? [Appendix] optional-only? nothing score-changing exiled here? [Artifact] runnable evidence + full data; paper judgeable without it? anonymized? [Move queue] <content to relocate, with target location and reason>
Other measured skills in the registry, with their headline benchmark lift.