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AISTATS Workflow · brycewang-stanford | DecimalAI

productivityby brycewang-stanford

AISTATS Workflow

brycewang-stanford/aistats-workflow

Source brycewang-stanford/awesome-journal-skills ↗License MIT

Use when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary material, review release, author-reviewer discussion, decision, camera-ready, PMLR publication, registration, presentation, and artifact release, with backward-planning offsets for theory-plus-experiments papers.

SkillScore65Maintained

Automatic

Project Management pack

Last verified 8/15/2026

What it changes

Passed 15 of 23 test cases with the skill, and 7 of 23 without it.

Without skill30%

With skill65%

Checks it passed that the model alone missed

The response names Yingzhen Li as a General Chair.
The response names Emtiyaz Khan as a General Chair.
The response identifies Arno Solin as a Program Chair.

and 9 more in the full report

8 fixed7 passed either way8 still failing0 broke

Pass-rate lift: +35 pp
Tokens: +9%
Agent turns: 0%
Response time: -31%

Model gemini-3.6-flashMeasured 8/15/2026v115 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-aistats-workflow/SKILL.md https://app.decimal.ai/s/brycewang-stanford-aistats-workflow/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add brycewang-stanford-aistats-workflow, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/brycewang-stanford-aistats-workflow/ and pins it in .decimal/skills.lock

decimalai skills add brycewang-stanford-aistats-workflow

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/brycewang-stanford-aistats-workflow/SKILL.md https://app.decimal.ai/s/brycewang-stanford-aistats-workflow/SKILL.md

Raw file: /s/brycewang-stanford-aistats-workflow/SKILL.md ↗ · machine-readable summary at /s/brycewang-stanford-aistats-workflow.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

Who are the Program Chairs for the 2026 edition of AISTATS? We want to verify who is leading the review process.

What was checked, without and with the skill
Checked	Without skill	With skill
The response identifies Arno Solin as a Program Chair.	Missed	Passed
The response identifies Aaditya Ramdas as a Program Chair.	Missed	Passed

case-06 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md71 linessingle file

AISTATS Workflow

Use this as the project-management skill for an AISTATS submission. Replace all dates with the current official timetable and work backwards from OpenReview cutoffs.

AISTATS 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 Chairs and Program Chairs (2026 General Chairs: Emtiyaz Khan and Yingzhen Li; Program Chairs: Arno Solin and Aaditya Ramdas, 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 organization page rather than carrying a name forward.

Milestones

Venue fit: confirm the contribution is genuinely at the AI, ML, and statistics interface.
Evidence lock: freeze theorem statements, assumptions, experiments, simulations, baselines, reproducibility checklist, and supplement contents.
Abstract deadline: submit real title, abstract, authors, subject areas, and conflicts.
Full-paper deadline: upload anonymous PDF and required OpenReview fields.
Supplement deadline: upload anonymized appendix/code/data if current cycle allows or requires separate supplementary material.
Review release: triage correctness, statistical validity, novelty, clarity, and reproducibility concerns.
Discussion period: draft concise anonymous text-only clarifications; avoid forbidden links or unsupported new results.
Decision: archive reviews, discussion, meta-review, decision, and submitted versions.
Acceptance: prepare PMLR camera-ready files, registration, in-person presentation, and public artifact release.

Backward plan from the paper deadline

Weeks out (heuristic)	Theory-plus-experiments milestone
8+	Theorems proved, assumption set frozen
6	Simulations designed against each theorem
4	Real-data runs complete, seeds logged
3	Full draft sitting in AISTATS two-column format
2	Internal mock review by a statistics-minded reader
1	Checklist pass, anonymity sweep, supplement assembly
0	Abstract then full paper on OpenReview; supplement by its own cutoff

Track record

Benchmark

15 / 23

test cases passed, vs 7 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

brycewang-stanford / awesome-journal-skills

AISTATS-Skills/skills/aistats-workflow/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

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brycewang-stanford/aamas-workflowUse when planning an AAMAS project timeline from venue fit through abstract, full-paper or extended-abstract upload, supplementary material, the double-blind rebuttal, decision, IFAAMAS camera-ready, registration, and presentation, with track-specific deadlines and backward-planning offsets for a game-theory-plus-experiments paper.Close match+36 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

AISTATS Workflow

Milestones

Backward plan from the paper deadline

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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