A skill your agent uses when planning a UAI cycle end to end, from venue-fit confirmation through the winter submission deadline, the spring review and author-response phases, the June decision, the…

MITAuto-check passed

Install Uai Workflow

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill uai-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills uai-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/UAI-Skills/skills/uai-workflow .claude/skills/uai-workflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
uai-workflow
GitHub stars
1.2k
Token cost
~1.8k tokens
SKILL.md length
796 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when planning a UAI cycle end to end, from venue-fit confirmation through the winter submission deadline, the spring review and author-response phases, the June decision, the…

  • Planning a UAI cycle end to end
  • SKILL.md covers The 2026 shape of a UAI year, Backward plan from the paper…, Role assignments that prevent… and Between decision and conference, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • From venue-fit confirmation through the winter submission deadline

What it does

Uai Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning a UAI cycle end to end, from venue-fit confirmation through the winter submission deadline, the spring review and author-response phases, the June decision, the July PMLR camera-ready, and the August conference, as one backward-planned calendar with named owners for anonymity, evidence, and packaging tasks.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • Planning a UAI cycle end to end
  • From venue-fit confirmation through the winter submission deadline
  • The spring review and author-response phases
  • The June decision

Example prompts

  • “/uai-workflow”

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Uai Workflow loads about 1.8k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 796 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~85
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 796 words, ~1,812 tokens.

Download SKILL.mdSave it as .claude/skills/uai-workflow/SKILL.md (or your agent's skills folder).
name
uai-workflow
description
Use when planning a UAI cycle end to end, from venue-fit confirmation through the winter submission deadline, the spring review and author-response phases, the June decision, the July PMLR camera-ready, and the August conference, as one backward-planned calendar with named owners for anonymity, evidence, and packaging tasks.

UAI Workflow

Use this as the project-management layer over the other UAI skills. UAI is a conference run by the AUAI: there is no editor-in-chief and no rolling submission — one deadline per year, per-edition chairs, and PMLR publication funded by registration rather than author fees. The 2026 calendar below is the verified anchor (checked 2026-07-08); substitute the current year's official dates before planning anything.

The 2026 shape of a UAI year

Phase2026 anchorOwner-side work
Fit decisionmonths beforeConfirm uncertainty is the contribution (uai-topic-selection)
Submission opensJan 25OpenReview profiles, conflicts, subject areas ready
Paper deadlineFeb 25, 23:59 AoESingle PDF (8pp main + appendix), ≤15 MB, ZIP ≤50 MB
BiddingMar 2–9Nothing — routing was set by your abstract
Reviews writtenMar 21 – Apr 11Prepare response infrastructure; draft anticipated objections
Author responseApr 23 – May 2Evidence-anchored replies (uai-author-response)
Reviewer–AC discussionMay 2–8Silence; the response argues for you
NotificationJun 1Triage outcome; celebrate or re-route
Camera-readyJul 27PMLR files, public artifacts (uai-camera-ready)
ConferenceAug 17–21, AmsterdamTutorials Mon, main Tue–Thu, workshops Fri

Backward plan from the paper deadline

Offsets assume a probabilistic-methods paper with theory and experiments; shift for your mix, and re-anchor to current official dates:

  • T−10 weeks: contribution sentence frozen; identifiability/guarantee target named; ladder of experiments designed (exact-truth, stress, real).
  • T−8: core theorem believed and sketched; assumption set labeled A1…An and no longer moving.
  • T−6: exact-truth experiments done; the theorem's prediction visibly matches or the paper's story changes now, not at T−1.
  • T−4: full draft in the UAI template; appendix skeleton mirrors main-text numbering; baselines tuned and logged.
  • T−3: internal mock review against the four criteria (correctness, novelty, backing, clarity) by someone outside the project.
  • T−2: stress and real-data experiments locked; determinism ledger and manifests in the artifact; supplementary ZIP assembled from a clean export.
  • T−1: anonymity sweep of PDF and ZIP; page/size caps verified mechanically; OpenReview form fields drafted.
  • T−0: upload early in the day AoE-wise; re-download and cold-read.

Role assignments that prevent the classic failures

yaml
# uai-cycle-owners.yaml — one name per row, no shared ownership
anonymity_sweep:      # PDF + ZIP + metadata; leaks are unfixable after the deadline
evidence_map:         # every claim -> exhibit; updated when any result changes
appendix_integrity:   # body statements == appendix statements after every edit
artifact_build:       # clean-export ZIP, manifest files, size cap
openreview_form:      # profiles, conflicts, subject areas, abstract == PDF abstract
response_marshal:     # archives submitted PDF; drafts objection bank before reviews
camera_ready:         # PMLR forms, de-anonymization, public repo tag
presentation:         # poster, spotlight, registration, travel/visa timeline

The two most damaging single points of failure at UAI specifically: an unowned anonymity sweep (appendices inside the reviewed PDF widen the leak surface), and an unowned appendix-integrity check (deadline-week edits to body theorems silently orphan their proofs).

Between decision and conference

  • Accepted: the June-to-July window carries camera-ready, artifact publication, and registration simultaneously — assign them to different people on day one.
  • Rejected: run the axis triage from uai-review-process within a week while context is fresh; the natural re-route targets (AISTATS, NeurIPS/ICML, CLeaR, or a journal) have their own calendars, and reviews in hand are an asset that depreciates.
  • Either way: at least one author may be called to review for UAI — the volunteer agreement signed at submission — so protect reviewing bandwidth in March–April.
Show full SKILL.md (337 more words)Show less

The cycle archive

One deadline per year means institutional memory is the compounding asset. At each transition, file into a shared, dated directory:

  • The exact uploaded PDF and ZIP (deadline day) — responses must quote these.
  • The OpenReview form contents as submitted (screenshot or export).
  • All reviews, your responses, and the meta-review (decision day).
  • The camera-ready as published, plus the PMLR entry once the volume is live.
  • A one-page retrospective: which criterion drew fire, which anticipated objection materialized, what the next cycle should do differently.

Groups that skip the retrospective re-learn the same reviewer objection annually.

Contingency table

If this happensThenBecause
Theorem breaks at T−3Demote it to a conjecture + empirical study, or pull the paperA wrong proof fails correctness; a scoped claim can still pass backing
Key experiment unfinished at T−1Cut the claim, not the caveatsClaims without exhibits fail the backing criterion
Coauthor conflict list incomplete at deadlineFix profiles before the form, even if tightConflict errors poison assignment invisibly
Reviews arrive harsher than expectedRun axis triage before drafting anythingEmotion-first responses waste the short window
Accepted but presenter cannot travelCheck the current remote-presentation rules immediately2026 said "physically or remotely", but details were 待核实
Rejected with fixable-axis reviewsTarget the next honest-fit deadline within the monthReview memory and momentum decay fast

First-cycle notes

For a group's first UAI attempt: budget one extra week for OpenReview profile setup and conflict entry across all authors; expect the two-column template to shrink an apparently-fitting draft by half a page; and have the mock reviewer score the four posted criteria explicitly — first-time submissions most often lose on backing, not on correctness.

Standing warnings

  • Never inherit dates from this file or from memory; the official important-dates page is the only calendar.
  • Registration fees, in-person requirements, and remote-presentation options were not fully verifiable for 2026 at pack-check time (待核实) — confirm before booking travel or promising remote attendance.
  • One-deadline venues punish schedule slips brutally: a week late here is a year late.

Output format

text
[Cycle position] fit / build / submitted / response / decided / camera-ready / conference
[Next hard date] <official date + source URL>
[Critical path] <three tasks gating the next transition>
[Owner gaps] <rows in the owner map without a name>
[Re-route plan] <standing answer to "if rejected, then where">

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in UAI-Skills/skills/uai-workflow of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Uai Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Uai Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Uai Workflow this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.8kAutomated safety check: PassMIT
VenueLeoYeAI/openclaw-master-skills2.2k—~4.4kAutomated safety check: PassMIT
Credit Cycle Analysissickn33/agentic-awesome-skills47k1 repos~4.2kAutomated safety check: PassMIT
Table Fitasgeirtj/system_prompts_leaks69k—~772Automated safety check: PassCC0-1.0
Furniture Fit Checkpascalorg/editor25k—~5.1kAutomated safety check: PassMIT
Fitness Programrevfactory/harness-1001.3k—~1.8kAutomated safety check: PassApache-2.0

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Questions about Uai Workflow

What does Uai Workflow do?

A skill your agent uses when planning a UAI cycle end to end, from venue-fit confirmation through the winter submission deadline, the spring review and author-response phases, the June decision, the…. Uai Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning a UAI cycle end to end, from venue-fit confirmation through the winter submission deadline, the spring review and author-response phases, the June decision, the July PMLR camera-ready, and the August conference, as one backward-planned calendar with named owners for anonymity, evidence, and packaging tasks.

When should I use Uai Workflow?

Uai Workflow fits situations like: planning a UAI cycle end to end; from venue-fit confirmation through the winter submission deadline; the spring review and author-response phases; the June decision.

How do I install Uai Workflow in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill uai-workflow -a claude-code`. Or copy the skill folder (UAI-Skills/skills/uai-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/uai-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Uai Workflow in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill uai-workflow -a codex`. Or copy the skill folder (UAI-Skills/skills/uai-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/uai-workflow in your project. Codex loads it when a task matches its description.

Can I use Uai Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill uai-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/uai-workflow, .gemini/skills/uai-workflow, .github/skills/uai-workflow and .opencode/skills/uai-workflow in your project.

What does Uai Workflow need to run?

SKILL.md names no scripts, command-line tools or credentials: Uai Workflow is instructions for the agent only.

Does Uai Workflow access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Uai Workflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Uai Workflow use?

Uai Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Uai Workflow use?

About 1.8k tokens (SKILL.md is roughly 7.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Uai Workflow?

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Who maintains Uai Workflow?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.