Project Timeline Report
thedotmack/claude-mem
Writes a narrative Journey Into report on a project's whole development history, built from the timeline that claude-mem has recorded.
A skill your agent uses when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary material, review release, author-reviewer discussion…
MITAuto-check passed
Install Aistats Workflow
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aistats-workflow --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/AISTATS-Skills/skills/aistats-workflow .claude/skills/aistats-workflow && rm -rf skills-srcUse ~/.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/
Install the "aistats-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AISTATS-Skills/skills/aistats-workflow into .claude/skills/aistats-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aistats-workflow", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AISTATS-Skills/skills/aistats-workflowType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aistats-workflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/AISTATS-Skills/skills/aistats-workflow .agents/skills/aistats-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aistats-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AISTATS-Skills/skills/aistats-workflow into .agents/skills/aistats-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aistats-workflow", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aistats-workflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/AISTATS-Skills/skills/aistats-workflow .cursor/skills/aistats-workflow && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aistats-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AISTATS-Skills/skills/aistats-workflow into .cursor/skills/aistats-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aistats-workflow", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path AISTATS-Skills/skills/aistats-workflow--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aistats-workflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/AISTATS-Skills/skills/aistats-workflow .gemini/skills/aistats-workflow && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aistats-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AISTATS-Skills/skills/aistats-workflow into .gemini/skills/aistats-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aistats-workflow", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aistats-workflowInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/AISTATS-Skills/skills/aistats-workflow .github/skills/aistats-workflow && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aistats-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AISTATS-Skills/skills/aistats-workflow into .github/skills/aistats-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aistats-workflow", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aistats-workflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/AISTATS-Skills/skills/aistats-workflow .opencode/skills/aistats-workflow && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aistats-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AISTATS-Skills/skills/aistats-workflow into .opencode/skills/aistats-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aistats-workflow", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
aistats-workflow- GitHub stars
- 1.2k
- Token cost
- ~991 tokens
- SKILL.md length
- 422 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary material, review release, author-reviewer discussion…
- Planning an AISTATS project timeline from venue fit through abstract submission
- SKILL.md covers Milestones, Backward plan from the paper…, Failure modes by stage and Coordination notes, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Full-paper upload
What it does
Aistats Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 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.
Its SKILL.md is about 990 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 an AISTATS project timeline from venue fit through abstract submission
- Full-paper upload
- Supplementary material
- Author-reviewer discussion
Example prompts
- “/aistats-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.
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
Aistats Workflow loads about 991 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 422 words of instructions outside code blocks.
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). 422 words, ~991 tokens.
Download SKILL.mdSave it as
.claude/skills/aistats-workflow/SKILL.md (or your agent's skills folder).- name
- aistats-workflow
- description
- 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.
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.
Show full SKILL.md (208 more words)Show less
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 |
These offsets are planning heuristics only — anchor every one of them to the current official timetable, never to a previous cycle's calendar.
Failure modes by stage
- Theory still moving at week 3 forces last-minute theorem edits nobody has verified — the classic AISTATS correctness reject in the making.
- Leaving format conversion to the final week surfaces overflow late, because two-column math is far tighter than a one-column working draft.
- Skipping the mock review forfeits the only chance to hear "your experiments violate Assumption 2" from a friend instead of a reviewer.
- Building the supplement after the paper deadline under time pressure is how anonymity leaks ship.
Coordination notes
- Assign one named owner for the reproducibility checklist and another for the anonymity sweep; shared ownership is how both slip.
- Archive the exact submitted PDF, supplement, and checklist, since discussion-phase replies must quote them precisely.
Output format
[Current stage] idea / experiments / writing / abstract / submission / supplement / discussion / accepted
[Next official deadline] <date and source, or unknown>
[Critical path] <three tasks that determine readiness>
[Risk register] <page/anonymity/statistical evidence/supplement/reproducibility/presentation>
[Owner map] <task -> person or role>© 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 AISTATS-Skills/skills/aistats-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Aistats 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Aistats Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~991 | Automated safety check: Pass | MIT | |
| Project Timeline Reportthedotmack/claude-mem | 99k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| GSAP Timelinegreensock/gsap-skills | 16k | 3 repos | ~1.1k | Automated safety check: Pass | MIT | |
| VenueLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.4k | Automated safety check: Pass | MIT | |
| Table Fitasgeirtj/system_prompts_leaks | 69k | — | ~772 | Automated safety check: Pass | CC0-1.0 | |
| Furniture Fit Checkpascalorg/editor | 25k | — | ~5.1k | Automated safety check: Pass | MIT |
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Questions about Aistats Workflow
What does Aistats Workflow do?
A skill your agent uses when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary material, review release, author-reviewer discussion…. Aistats Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. 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.
When should I use Aistats Workflow?
Aistats Workflow fits situations like: planning an AISTATS project timeline from venue fit through abstract submission; full-paper upload; supplementary material; author-reviewer discussion.
How do I install Aistats Workflow in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a claude-code`. Or copy the skill folder (AISTATS-Skills/skills/aistats-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/aistats-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Aistats Workflow in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-workflow -a codex`. Or copy the skill folder (AISTATS-Skills/skills/aistats-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/aistats-workflow in your project. Codex loads it when a task matches its description.
Can I use Aistats 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 aistats-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/aistats-workflow, .gemini/skills/aistats-workflow, .github/skills/aistats-workflow and .opencode/skills/aistats-workflow in your project.
What does Aistats Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Aistats Workflow is instructions for the agent only.
Does Aistats 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 Aistats 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 Aistats Workflow use?
Aistats 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 Aistats Workflow use?
About 991 tokens (SKILL.md is roughly 4k 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 Aistats Workflow?
Skills that share tags, products or a category with Aistats Workflow: Project Timeline Report (thedotmack/claude-mem, 99k stars), GSAP Timeline (greensock/gsap-skills, 16k stars), Venue (LeoYeAI/openclaw-master-skills, 2.2k stars) and Table Fit (asgeirtj/system_prompts_leaks, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aistats Workflow?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 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.