Video Understand
calesthio/OpenMontage
Understand video content locally using ffmpeg frame extraction and Whisper transcription.
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaag-review-process -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaag-review-process --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/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process .claude/skills/aaag-review-process && 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 "aaag-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process into .claude/skills/aaag-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaag-review-process", 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/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-processType 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 aaag-review-process -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaag-review-process --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/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process .agents/skills/aaag-review-process && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aaag-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process into .agents/skills/aaag-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaag-review-process", 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 aaag-review-process -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaag-review-process --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/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process .cursor/skills/aaag-review-process && 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 "aaag-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process into .cursor/skills/aaag-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaag-review-process", 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 Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process--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 aaag-review-process -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aaag-review-process --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/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process .gemini/skills/aaag-review-process && 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 "aaag-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process into .gemini/skills/aaag-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaag-review-process", 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 aaag-review-processInstalls 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 aaag-review-process -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/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process .github/skills/aaag-review-process && 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 "aaag-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process into .github/skills/aaag-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaag-review-process", 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 aaag-review-process -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 aaag-review-process --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/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process .opencode/skills/aaag-review-process && 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 "aaag-review-process" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process into .opencode/skills/aaag-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aaag-review-process", 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.
aaag-review-processA skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
Aaag Review Process is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by area, 1-3 referees (one being the editor or designate), decision categories, and what desk-rejects a paper. Sets expectations; it does not write the paper or the response letter.
Its SKILL.md is about 1.3k 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.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Aaag Review Process loads about 1.3k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 532 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 532 words, ~1,349 tokens.
.claude/skills/aaag-review-process/SKILL.md (or your agent's skills folder).Knowing how the Annals judges a paper lets you pre-empt the objections that sink it. Submissions are routed to a subject editor by area, reviewed double-anonymously, and held to the broad four-area flagship's bar. Confirm volatile specifics on the official pages (检索于 2026-06;以官网为准).
aaag-rebuttal)| Trigger | Why it fails | Pre-empt with |
|---|---|---|
| Not really geography | space/place/scale is decorative | aaag-topic-selection (delete-test) |
| Wrong area / wrong venue | specialty-venue increment to the flagship | aaag-topic-selection, aaag-literature-positioning |
| Over the word cap / format off | exceeds 11,000 inclusive; non-Chicago | aaag-writing-style, aaag-submission |
| Spatial method not defended | autocorrelation/MAUP/validation ignored | aaag-research-design, aaag-data-analysis |
| Atheoretical | descriptive mapping, no concept | aaag-theory-building |
| Cartography below standard | artifactual maps, no projection/legend | aaag-tables-figures |
| Decision | What it means | What to do |
|---|---|---|
| Accept (rare on first pass) | publishable | final-submission guidelines; production |
| Minor revision | small, scoped changes | address fully and quickly (aaag-rebuttal) |
| Major revision (R&R) | promising, but real gaps | treat as a genuine invitation; rebuild where asked |
| Reject (with encouragement) | not now, but resubmittable | if invited, address substance before any resubmission |
| Desk reject | scope/fit/format failure | re-evaluate venue and the geography fit |
Editors weigh strong, geographically-grounded support across referees plus their own judgment; a single enthusiastic review rarely carries a paper, and a fixable methods gap need not sink one.
【Area / editor】Methods / Human / Nature-Society / Physical / General
【Review model】double-anonymous, 1-3 referees (one editor/designate)
【Top 3 likely objections】by area, each with its pre-emption
【Desk-reject risk】geography decorative? cap/format? [Y/N]
【Next】aaag-submission (pre-submit) or aaag-rebuttal (post-decision)../../resources/official-source-map.md — editorial structure, review model, decision categories../../resources/README.md — shared reviewer-objection-checklist background© 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
Just SKILL.md in Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Aaag Review Process 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 |
|---|---|---|---|---|---|---|
| Aaag Review Process this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Video Understandcalesthio/OpenMontage | 66k | — | ~841 | Automated safety check: Pass | AGPL-3.0 | |
| Understand ExplainEgonex-AI/Understand-Anything | 86k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Understanding by Design PlannerTHU-MAIC/OpenMAIC | 40k | — | ~548 | Automated safety check: Pass | MIT | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 86k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Understand Issuemastra-ai/mastra | 29k | — | ~3.1k | Automated safety check: Pass | Custom licence |
calesthio/OpenMontage
Understand video content locally using ffmpeg frame extraction and Whisper transcription.
Egonex-AI/Understand-Anything
Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.
THU-MAIC/OpenMAIC
Plans an OpenMAIC lesson or course series by backward design: enduring understandings and essential questions first, then performance evidence, then learning activities.
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
mastra-ai/mastra
Investigate a GitHub issue or reported bug the way a seasoned maintainer would — form an independent model before reading the thread's theories, trace the mechanism and history, verify the…
mastra-ai/mastra
Review a PR the way a seasoned maintainer would — build an independent model before seeing the diff, investigate the implementation and history, verify material claims, and return a concise briefing.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when building maps, figures, and tables for an Annals of the American Association of Geographers manuscript.
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…. Aaag Review Process is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by area, 1-3 referees (one being the editor or designate), decision categories, and what desk-rejects a paper.
Aaag Review Process fits situations like: 1-3 referees (one being the editor; decision categories; what desk-rejects a paper.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaag-review-process -a claude-code`. Or copy the skill folder (Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/aaag-review-process in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaag-review-process -a codex`. Or copy the skill folder (Annals-of-the-American-Association-of-Geographers-Skills/skills/aaag-review-process in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/aaag-review-process in your project. Codex loads it when a task matches its description.
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 aaag-review-process -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aaag-review-process, .gemini/skills/aaag-review-process, .github/skills/aaag-review-process and .opencode/skills/aaag-review-process in your project.
SKILL.md names no scripts, command-line tools or credentials: Aaag Review Process is instructions for the agent only.
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.
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.
Aaag Review Process is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Aaag Review Process: Video Understand (calesthio/OpenMontage, 66k stars), Understand Explain (Egonex-AI/Understand-Anything, 86k stars), Understanding by Design Planner (THU-MAIC/OpenMAIC, 40k stars) and Understand Diff Analysis (Egonex-AI/Understand-Anything, 86k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.