AAAI Workflow
Use this as the project-management skill for an AAAI submission. Replace all dates with the current
cycle's official timetable and work backwards from OpenReview cutoffs.
AAAI is a conference, not a journal: it has no standing editor-in-chief and no article-processing
charge. The rotating leadership is the per-edition Program Chairs (AAAI-26: Chad Jenkins and Matthew
Taylor, verified 2026-06-22), and the cost model is registration fees, not APCs — at least one author
must register at the in-person rate to present. Conference organizers rotate yearly, so re-check the
current CFP and conference-organizers page rather than carrying a name or contact forward.
Milestones
- Venue fit: choose Main Track, AI for Social Impact, AI Alignment, or another AAAI program.
- Evidence lock: freeze contribution, baselines, ablations, checklist answers, and supplement.
- Abstract deadline: submit real metadata, title, abstract, authors, subject areas, and conflicts.
- Paper deadline: upload anonymous PDF, reproducibility checklist, supplement, and OpenReview fields.
- Phase 1 risk check: ensure the paper can be understood quickly and does not look checklist-thin.
- Review release: identify whether the paper is in Phase 2 and triage reviews, including AI review
if present.
- Rebuttal: draft a compact, no-URL, no-new-results response using only submitted evidence.
- Decision: archive reviews, rebuttal, decision, and final submitted version.
- Acceptance: submit source files, copyright, camera-ready PDF, registration, presentation plan, and
public artifacts.
Operating rules
- Keep a single checklist for page limit, anonymity, supplement integrity, author limit, and
multiple-submission policy.
- Run a fresh anonymity audit after every PDF or ZIP export.
- Verify ZIP files open and reproduce expected paths before submission.
- Do not leave core evidence to rebuttal.
Backward-planning table
Because AAAI runs a two-phase review with hard OpenReview cutoffs and no second feedback round, the
timeline is unforgiving. Anchor each gate to the prior one and to the official date, not a guess.
| Gate |
Depends on |
Slip consequence |
| Abstract deadline |
title, authors, conflicts locked |
cannot submit the paper |
| Paper deadline |
anonymous PDF, checklist, supplement |
summary reject or no entry |
| Phase-1 cut |
clarity and checklist done early |
no feedback, paper dies |
| Feedback round |
submitted evidence only |
wasted on new-results bans |
| Camera-ready |
acceptance, copyright, registration |
dropped from proceedings |
Phase-1 readiness gate
Treat the Phase-1 cut as the real deadline, earlier than acceptance. Before the paper deadline, a
non-specialist colleague should be able to state your contribution, find the evidence, and confirm
the checklist matches the paper. If they cannot, the broad-AI reviewer will not either.
Worked vignette
A team plans to "finish experiments in rebuttal." The workflow flags this as fatal: AAAI bars new
results at feedback and may cut the paper in Phase 1 before feedback exists. The critical path moves
to locking evidence and the checklist a week before the paper deadline, leaving the feedback window
only for clarifying already-submitted material.
Output format
[Current stage] idea / experiments / writing / submission / Phase 1 / rebuttal / accepted
[Next official deadline] <date and source, or unknown>
[Critical path] <three tasks that determine readiness>
[Risk register] <page, anonymity, checklist, supplement, policy>
[Owner map] <task -> person or role>
Source: brycewang-stanford/Awesome-Journal-Skills → AAAI-Skills/skills/aaai-workflow/SKILL.md
1---2name: aaai-workflow3description: Use when planning an AAAI project timeline from topic selection through abstract, OpenReview submission, two-phase review, rebuttal, decision, camera-ready, registration, presentation, and public artifact release.4---5
6
7# AAAI Workflow
8
9Use this as the project-management skill for an AAAI submission. Replace all dates with the current
10cycle's official timetable and work backwards from OpenReview cutoffs.
11
12AAAI is a conference, not a journal: it has no standing editor-in-chief and no article-processing
13charge. The rotating leadership is the per-edition Program Chairs (AAAI-26: Chad Jenkins and Matthew
14Taylor, verified 2026-06-22), and the cost model is registration fees, not APCs — at least one author
15must register at the in-person rate to present. Conference organizers rotate yearly, so re-check the
16current CFP and conference-organizers page rather than carrying a name or contact forward.
17
18## Milestones
19
20- Venue fit: choose Main Track, AI for Social Impact, AI Alignment, or another AAAI program.
21- Evidence lock: freeze contribution, baselines, ablations, checklist answers, and supplement.
22- Abstract deadline: submit real metadata, title, abstract, authors, subject areas, and conflicts.
23- Paper deadline: upload anonymous PDF, reproducibility checklist, supplement, and OpenReview fields.
24- Phase 1 risk check: ensure the paper can be understood quickly and does not look checklist-thin.
25- Review release: identify whether the paper is in Phase 2 and triage reviews, including AI review
26 if present.
27- Rebuttal: draft a compact, no-URL, no-new-results response using only submitted evidence.
28- Decision: archive reviews, rebuttal, decision, and final submitted version.
29- Acceptance: submit source files, copyright, camera-ready PDF, registration, presentation plan, and
30 public artifacts.
31
32## Operating rules
33
34- Keep a single checklist for page limit, anonymity, supplement integrity, author limit, and
35 multiple-submission policy.
36- Run a fresh anonymity audit after every PDF or ZIP export.
37- Verify ZIP files open and reproduce expected paths before submission.
38- Do not leave core evidence to rebuttal.
39
40## Backward-planning table
41
42Because AAAI runs a two-phase review with hard OpenReview cutoffs and no second feedback round, the
43timeline is unforgiving. Anchor each gate to the prior one and to the official date, not a guess.
44
45| Gate | Depends on | Slip consequence |
46| --- | --- | --- |
47| Abstract deadline | title, authors, conflicts locked | cannot submit the paper |
48| Paper deadline | anonymous PDF, checklist, supplement | summary reject or no entry |
49| Phase-1 cut | clarity and checklist done early | no feedback, paper dies |
50| Feedback round | submitted evidence only | wasted on new-results bans |
51| Camera-ready | acceptance, copyright, registration | dropped from proceedings |
52
53## Phase-1 readiness gate
54
55Treat the Phase-1 cut as the real deadline, earlier than acceptance. Before the paper deadline, a
56non-specialist colleague should be able to state your contribution, find the evidence, and confirm
57the checklist matches the paper. If they cannot, the broad-AI reviewer will not either.
58
59## Worked vignette
60
61A team plans to "finish experiments in rebuttal." The workflow flags this as fatal: AAAI bars new
62results at feedback and may cut the paper in Phase 1 before feedback exists. The critical path moves
63to locking evidence and the checklist a week before the paper deadline, leaving the feedback window
64only for clarifying already-submitted material.
65
66## Output format
67
68```text
69[Current stage] idea / experiments / writing / submission / Phase 1 / rebuttal / accepted
70[Next official deadline] <date and source, or unknown>
71[Critical path] <three tasks that determine readiness>
72[Risk register] <page, anonymity, checklist, supplement, policy>
73[Owner map] <task -> person or role>
74```
75
76---
77
78**Source:** [`brycewang-stanford/Awesome-Journal-Skills`](https://github.com/brycewang-stanford/Awesome-Journal-Skills) → `AAAI-Skills/skills/aaai-workflow/SKILL.md`
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