icml-workflow
GitHubICML论文全流程路由助手，覆盖选题、写作、提交、审稿回复至出版各阶段。自动匹配子技能，监控匿名性与格式风险，引导用户依据当年CFP动态调整策略，确保符合双盲评审及OpenReview规范。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-workflow -g -y
SKILL.md
Frontmatter
{
"name": "icml-workflow",
"description": "Use when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response, camera-ready, PMLR publication, public original-submission release, and rerouting decisions. Use when you need the next ICML skill, the official page to reopen, or the blocking gap for the current stage."
}
ICML Workflow
Use this as the router for the ICML depth pack. It chooses the next skill and keeps policy, evidence, artifact, and public-record risks visible.
ICML 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 General Chair and Program Chairs (2026 General Chair: Tong Zhang; Program Chairs: Dudik, Jaggi, Agarwal, Li, verified 2026-06-22), and the cost model is registration fees, not APCs — PMLR proceedings are open-access with no author fee. Conference organizers rotate yearly, so re-check the current CFP and committees page rather than carrying a name forward.
Stage map
- Fit and track:
icml-topic-selection. - Drafting:
icml-writing-style,icml-related-work,icml-experiments. - Artifact and supplement:
icml-artifact-evaluation,icml-reproducibility,icml-supplementary. - Pre-submission audit:
icml-submission. - Review diagnosis:
icml-review-process. - Rebuttal and discussion:
icml-author-response. - Accepted-paper work:
icml-camera-ready.
Working principles
- Start with the current ICML official pages, not last year's memory.
- Maintain a table mapping claims to main-paper evidence, appendix evidence, code/data, and limitations.
- Keep anonymous review artifacts and public release artifacts as separate states.
- Treat reciprocal reviewing, reviewer LLM policy, impact statements, lay summaries, and public original-submission release as first-class workflow items.
- Decide early whether a paper is really an ICML main-track paper or better suited to a position paper, workshop, NeurIPS, ICLR, AISTATS, TMLR, JMLR, or a domain venue.
Deadline cadence (verify against the current CFP)
ICML runs an abstract deadline before the full-paper deadline, and the 2026 cycle freezes the author list at the abstract stage. Treat the cadence as: abstract and author list locked, then full PDF and supplement, then reviews, then the response window, then one discussion round, then decisions, then camera-ready and the PMLR-bound proceedings. Never hard-code the exact dates here; reopen the current year's CFP because they move annually.
Stage-to-risk router
| Stage | Dominant ICML risk | First skill to open |
|---|---|---|
| Fit | Wrong track (main vs Position Papers) | icml-topic-selection |
| Drafting | Claim outruns evidence in 8 pages | icml-writing-style, icml-experiments |
| Pre-submission | Anonymity or page-limit desk reject | icml-submission |
| Response | One-round rebuttal misallocated | icml-author-response |
| Accepted | Public-record exposure on OpenReview | icml-camera-ready |
Worked routing pass
A team has an adaptive-optimizer paper with a convergence proof and ImageNet-scale benchmarks. The router sends them first to topic selection (confirm main-track, not Position Papers), then to experiments and writing-style for the tuned-baseline and compute-disclosure gaps, then to submission for the OpenReview and format-checker audit. Each handoff records the official page to reopen so the plan never relies on last year's remembered rules. After decisions, an accepted paper flows to camera-ready with its public-record state in mind, while a rejected one loops back to topic selection or reroute, carrying the reviewer-quotable issue into the next venue choice.
Output format
[Current stage] fit / drafting / pre-submission / review / response / camera-ready / reroute
[Next skill] <ICML skill>
[Official source to open] <CFP/Author Instructions/FAQ/OpenReview/LLM policy>
[Blocking gap] <policy/evidence/artifact/writing/public-record>
[Next action] <concrete task>
Version History
- 1839142 Current 2026-07-05 13:20
