Awesome Journal Skills is a collection of agent skill packs tailored to hundreds of academic journals across fields including economics, social science, medicine, science, and engineering. Researchers use the packs for tasks such as choosing topics, designing empirical strategies, preparing tables and figures, submitting papers, and responding to reviewers. The catalogue entries are the project's journal-specific skills and related plugins.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaai-workflowgit clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-SkillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/brycewang-stanford/awesome-journal-skills/aaai-workflow)<a href="https://agentmods.dev/skills/brycewang-stanford/awesome-journal-skills/aaai-workflow"><img src="https://agentmods.dev/badge/skills/brycewang-stanford/awesome-journal-skills/aaai-workflow/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/brycewang-stanford/awesome-journal-skills/aaai-workflow"><img src="https://agentmods.dev/badge/skills/brycewang-stanford/awesome-journal-skills/aaai-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00044 | $0.00881 |
| Opus 5 | $0.00022 | $0.00441 |
| Sonnet 5 | $0.00009 | $0.00176 |
| Haiku 4.5 | $0.00004 | $0.00088 |
Grade A, and why
aaai-workflow scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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, and the cost model is registration fees, not APCs — at least one author must register at the in-person rate and present in person; AAAI-27 offers no remote option, and a paper without a registered presenter is removed before publication. The AAAI-27 chairs are not recorded in this pack: the AAAI-27 organizers URL still redirects to an older edition's roster, so no official page names them (the AAAI-26 chairs were Chad Jenkins and Matthew Taylor, and those appointments rotate). 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.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 78 lines · 44 tokens per session scan A 1c9e631307e1
aaai-workflow is a skill published in the GitHub repository brycewang-stanford/Awesome-Journal-Skills (1,090 stars, last pushed 15d ago), licensed MIT. It adds 44 tokens to every session and 881 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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