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Get Started Free →Use when planning a CSCW submission timeline end to end — the PACMHCI journal model, the retired fixed cycles versus the rolling 2027+ pathway, Revise-and-Resubmit rounds that span months, and back-planning so an acceptance lands before the conference-year presentation cutoff.
.claude/skills/brycewang-stanford-cscw-workflow/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 77% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 50% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 33% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 59% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 27% | 0% |
CSCW is not a deadline sprint. Since 2017 its papers have been journal articles in PACMHCI, and since early 2026 the venue has been rolling out a fully journal-style pipeline: submit whenever the paper is ready, expect a decision in roughly 3-4 months, revise on the editor's clock, and present at whichever conference your acceptance lands in front of. Planning a CSCW project therefore means planning a revision campaign, not a submission night.
| Aspect | Fixed cycles (through the May 2025 cycle) | Rolling (CSCW 2027 and beyond) | | --- | --- | --- | | Deadline | Hard cutoff (last: May 14, 2025, 12:00 EDT) | None — submit when ready | | Platform | PCS | Manuscript Central (mc.manuscriptcentral.com/pacmhci) | | Who handles the paper | Program committee (ACs) per cycle | Editorial board: EiC/AE by methodological track | | First decision | Batched (first-round decisions ~6 months in) | Rolling, ~3-4 months from submission | | Revision windows | Fixed dates (e.g., R&R due January 13, 2026) | Set per paper by the handling editor | | Conference tie | Cycle mapped to a specific conference year | Accepted papers invited to the next CSCW, pending space |
The May 2025 cycle — the last of the old kind — is worth studying as a calibration anchor even though it will never recur: submissions May 14, 2025 → internal "Revise for External Review" resubmissions September 16, 2025 → first external decisions November 2025 (66.2% of papers got Revise and Resubmit; only a third got any final decision) → revised papers due January 13, 2026 → final decisions late March 2026 → presentation at CSCW 2026 (Salt Lake City, October 10-14, 2026). That is a 17-month arc from submission to podium, and two-thirds of surviving papers went through the full R&R loop.
Under fixed cycles, authors managed risk by "hopping": if an R&R could not be turned around by the resubmission date, the revision rolled into a later cycle and a later conference. Rolling keeps the underlying skill and removes the calendar: the hop is now a negotiation with time, not with a deadline table. Practical consequences:
you want to attend: with ~3-4 months to first decision and a realistic multi-week revision round (PACMHCI revision periods are measured in weeks-to-months, not days), a paper submitted less than ~8-10 months before a conference is betting on a clean first decision. The exact cutoff by which a rolling acceptance is assigned to CSCW 2027 versus 2028 was 待核实 at check time — confirm it on cscw.acm.org/rolling.html before promising a travel year to anyone.
(a second interview wave, another deployment period) costs a season. Budget the team's field access before submitting, not when the decision arrives.
rewards submitting a genuinely finished paper over hitting an arbitrary date with a rushed one; there is no deadline-night adrenaline to launder weak sections.
text[T0] Internal full-draft review (simulate first-round: one skeptic per method tradition in the paper) [T0+2wk] Ethics/consent artifacts final; anonymization sweep #1 [T0+4wk] Submit via the current platform (verify regime first) [T0+4mo] Expected decision window opens — pre-book revision capacity: who re-codes, who re-runs analyses, who drafts the response letter [R&R] Treat as a project phase with an owner, not a chore (see cscw-author-response) [Accept] Camera-ready + PACMHCI production (see cscw-camera-ready); confirm which conference year the paper presents at [Confab] Registration, travel, talk prep for the assigned CSCW
cycles is now wrong. Verify the live pathway before every new submission.
internal submission date and treat it as real.
that quietly ignores a request will be caught by the person who made it.
pending space" is a softer guarantee than a proceedings deadline; keep travel plans provisional until the assignment is explicit.
text[Regime] rolling / residual fixed-cycle (verified <date> at cscw.acm.org) [Stage] drafting / submitted / R&R round n / minor changes / production [Clock] time since submission or since revision request [Bottleneck] <the one resource gating the next stage> [Conference target] CSCW <year> — assignment confirmed? yes / no / 待核实
Dates and statistics above are the 2026-07-08 snapshot of a venue mid-transition; recheck cscw.acm.org and the rolling CFP before treating any of them as current.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-04 | fail→pass | 12,801 | 10,564 | -17% | 1 | 1 | 0% | 1,318 | 2,332 | +77% | 0 | 0 | — |
case-01 | fail→pass | 19,936 | 14,510 | -27% | 1 | 1 | 0% | 1,818 | 2,732 | +50% | 0 | 0 | — |
case-02 | fail→pass | 21,180 | 28,253 | +33% | 1 | 1 | 0% | 3,477 | 4,630 | +33% | 0 | 0 | — |
case-03 | fail→fail | 26,210 | 17,308 | -34% | 1 | 1 | 0% | 3,136 | 3,505 | +12% | 0 | 0 | — |
case-05 | fail→pass | 14,649 | 11,398 | -22% | 1 | 1 | 0% | 1,637 | 2,595 | +59% | 0 | 0 | — |
case-06 | fail→pass | 18,382 | 11,700 | -36% | 1 | 1 | 0% | 1,993 | 2,526 | +27% | 0 | 0 | — |
case-07 | fail→pass | 18,533 | 8,956 | -52% | 1 | 1 | 0% | 2,159 | 2,875 | +33% | 0 | 0 | — |
case-08 | pass→pass | 16,078 | 16,269 | +1% | 1 | 1 | 0% | 1,864 | 3,156 | +69% | 0 | 0 | — |
case-09 | fail→pass | 4,220 | 7,816 | +85% | 1 | 1 | 0% | 710 | 1,909 | +169% | 0 | 0 | — |
case-10 | pass→pass | 8,531 | 8,146 | -5% | 1 | 1 | 0% | 457 | 1,886 | +313% | 0 | 0 | — |
case-11 | fail→pass | 17,082 | 17,439 | +2% | 1 | 1 | 0% | 2,733 | 3,264 | +19% | 0 | 0 | — |
case-12 | fail→pass | 20,408 | 18,361 | -10% | 1 | 1 | 0% | 2,132 | 3,403 | +60% | 0 | 0 | — |
case-13 | fail→pass | 13,170 | 11,448 | -13% | 1 | 1 | 0% | 2,032 | 2,382 | +17% | 0 | 0 | — |
case-14 | pass→pass | 20,649 | 15,067 | -27% | 1 | 1 | 0% | 2,267 | 3,593 | +58% | 0 | 0 | — |
case-15 | pass→pass | 13,543 | 11,404 | -16% | 1 | 1 | 0% | 2,156 | 3,048 | +41% | 0 | 0 | — |
case-16 | fail→pass | 17,492 | 11,916 | -32% | 1 | 1 | 0% | 1,698 | 2,501 | +47% | 0 | 0 | — |
case-17 | pass→pass | 21,795 | 11,628 | -47% | 1 | 1 | 0% | 2,402 | 2,849 | +19% | 0 | 0 | — |
case-18 | fail→pass | 17,317 | 7,155 | -59% | 1 | 1 | 0% | 2,059 | 1,734 | -16% | 0 | 0 | — |
case-19 | fail→pass | 20,586 | 7,693 | -63% | 1 | 1 | 0% | 2,567 | 1,819 | -29% | 0 | 0 | — |
case-20 | fail→pass | 24,011 | 6,939 | -71% | 1 | 1 | 0% | 3,523 | 1,705 | -52% | 0 | 0 | — |
case-21 | fail→pass | 21,012 | 14,744 | -30% | 1 | 1 | 0% | 2,340 | 2,883 | +23% | 0 | 0 | — |
case-22 | fail→pass | 14,506 | 11,361 | -22% | 1 | 1 | 0% | 1,790 | 2,440 | +36% | 0 | 0 | — |
case-23 | pass→pass | 30,439 | 22,245 | -27% | 1 | 1 | 0% | 3,527 | 4,256 | +21% | 0 | 0 | — |
case-24 | pass→pass | 16,736 | 23,414 | +40% | 1 | 1 | 0% | 2,920 | 4,462 | +53% | 0 | 0 | — |
case-25 | pass→pass | 20,489 | 17,908 | -13% | 1 | 1 | 0% | 2,754 | 3,895 | +41% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 25 cases were attempted. The headline lift of +64 percentage points is the difference between those two pass rates over the 25 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.