DP-GEN Simplify Workflow
jinzhezenggroup/computational-chemistry-agent-skills
Prepares, validates and runs DP-GEN simplify jobs that thin out repeated or redundant DeepMD datasets, generating param.json and machine.json for local or scheduler runs.
A skill your agent uses when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue.
Install Journal Of Climate
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill journal-of-climate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills journal-of-climate --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/Agriculture-Environment-Journal-Skills/skills/journal-of-climate .claude/skills/journal-of-climate && 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 "journal-of-climate" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Agriculture-Environment-Journal-Skills/skills/journal-of-climate into .claude/skills/journal-of-climate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-of-climate", 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/Agriculture-Environment-Journal-Skills/skills/journal-of-climateType 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 journal-of-climate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills journal-of-climate --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/Agriculture-Environment-Journal-Skills/skills/journal-of-climate .agents/skills/journal-of-climate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "journal-of-climate" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Agriculture-Environment-Journal-Skills/skills/journal-of-climate into .agents/skills/journal-of-climate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-of-climate", 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 journal-of-climate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills journal-of-climate --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/Agriculture-Environment-Journal-Skills/skills/journal-of-climate .cursor/skills/journal-of-climate && 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 "journal-of-climate" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Agriculture-Environment-Journal-Skills/skills/journal-of-climate into .cursor/skills/journal-of-climate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-of-climate", 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 Agriculture-Environment-Journal-Skills/skills/journal-of-climate--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 journal-of-climate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills journal-of-climate --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/Agriculture-Environment-Journal-Skills/skills/journal-of-climate .gemini/skills/journal-of-climate && 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 "journal-of-climate" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Agriculture-Environment-Journal-Skills/skills/journal-of-climate into .gemini/skills/journal-of-climate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-of-climate", 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 journal-of-climateInstalls 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 journal-of-climate -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/Agriculture-Environment-Journal-Skills/skills/journal-of-climate .github/skills/journal-of-climate && 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 "journal-of-climate" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Agriculture-Environment-Journal-Skills/skills/journal-of-climate into .github/skills/journal-of-climate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-of-climate", 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 journal-of-climate -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 journal-of-climate --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/Agriculture-Environment-Journal-Skills/skills/journal-of-climate .opencode/skills/journal-of-climate && 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 "journal-of-climate" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Agriculture-Environment-Journal-Skills/skills/journal-of-climate into .opencode/skills/journal-of-climate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-of-climate", 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
journal-of-climate- GitHub stars
- 1.2k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 717 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue.
- Targeting Journal of Climate
- SKILL.md covers Journal positioning, When to trigger, Scope & topic fit and Method & evidence bar, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Deciding whether a climate-dynamics
What it does
Journal Of Climate is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue. Encodes the journal's fit, the large-scale-climate-science bar, model-evaluation and statistical-rigor expectations, AMS house style, official-submission re-check, and desk-reject heuristics.
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.
It sits in Research & Science, covering Physical and earth sciences and Machine learning. 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
- Targeting Journal of Climate
- Deciding whether a climate-dynamics
- Climate-variability manuscript fits this venue
Example prompts
- “/journal-of-climate”
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
Journal Of Climate loads about 1.8k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 717 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). 717 words, ~1,758 tokens.
Download SKILL.mdSave it as
.claude/skills/journal-of-climate/SKILL.md (or your agent's skills folder).- name
- journal-of-climate
- description
- Use when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue. Encodes the journal's fit, the large-scale-climate-science bar, model-evaluation and statistical-rigor expectations, AMS house style, official-submission re-check, and desk-reject heuristics.
Journal of Climate (journal-of-climate)
Journal positioning
Journal of Climate is the American Meteorological Society's journal for research on the large-scale climate of the atmosphere, ocean, land, and cryosphere. Its defining expectation is a contribution to climate science: an advance in understanding climate dynamics, variability, change, predictability, or diagnostics at regional-to-global scale, supported by rigorous analysis. A local weather case study, a short-range forecast verification, or an impacts paper that applies climate data without contributing to climate understanding is a poor fit, however careful. This skill is a fit / venue-selection / re-framing tool. It does not replace the journal's current author guidance. Before submitting, re-check the live Journal of Climate / AMS author instructions.
When to trigger
- The author names Journal of Climate and wants a fit/framing check for a climate-dynamics or climate-variability paper.
- A regional analysis or model run must be re-framed into a large-scale climate-science contribution rather than a local case study.
- The author is choosing between Journal of Climate, a dynamics-focused AMS sibling, and a broader earth-science venue.
- The author needs the journal's model-evaluation and statistical-significance expectations.
Scope & topic fit
- Large-scale atmospheric and oceanic circulation and their role in climate.
- Climate variability and modes (ENSO, NAO, monsoons, decadal variability) and their mechanisms and teleconnections.
- Climate change detection, attribution, and projection using observations and models.
- Climate modeling and model evaluation: process representation, biases, ensembles, and model intercomparison.
- Climate diagnostics, reanalyses, and the energy/water/carbon budgets of the climate system.
- Land–atmosphere and ocean–atmosphere coupling, cryosphere–climate interactions, and climate predictability on seasonal-to-decadal scales.
Method & evidence bar
- The contribution must advance climate understanding, not merely report that a model or region behaved a certain way.
- Statistical claims require appropriate significance testing that accounts for autocorrelation, finite ensemble size, and multiplicity; effect sizes and confidence intervals should be reported, not just p-values.
- Model-based results must be evaluated against observations or reanalysis, with biases and internal variability explicitly addressed (single realizations are rarely sufficient).
- Mechanistic claims need diagnostic evidence linking the proposed dynamics to the observed signal, not correlation alone.
- Datasets, reanalyses, and model output should be identified by version and source so the analysis is reproducible; AMS expects clear data-availability statements.
- Trend and attribution work must separate forced response from internal variability with a defensible framework.
Structure & house style
- AMS article format; re-check current article types and length expectations on the live guide.
- The introduction must state the climate-science question and gap, not just describe a dataset or region.
- Figures should be quantitative and diagnostic (maps, time series with significance, composite/regression analyses); they must support the mechanistic argument.
- Methods must specify datasets, model configurations, ensemble sizes, and statistical procedures precisely enough to reproduce; AMS requires a data-availability statement.
- Terminology and metrics should follow established climate-science conventions so results are comparable across studies.
Show full SKILL.md (261 more words)Show less
Official-submission checklist
- Before giving submission-ready advice, read
../../resources/source-basis.mdand../../resources/official-source-map.md; start from the AMS anchors, then cite the current Journal of Climate page you checked. - Search the live site for "Journal of Climate author guidelines" and follow the current AMS version.
- Re-check article types, abstract/format expectations, and length/figure expectations.
- Confirm the AMS data-availability and code/software policy: identify datasets, model output, and reanalyses with sources and persistent identifiers where possible.
- Re-check competing-interests, funding, author-contribution, AI-use disclosure, and open-access/page-charge terms.
- If the live official instructions conflict with this skill, the official instructions win.
Pre-submission self-check
- The paper advances climate understanding, not a single local weather or impacts case.
- Statistical significance accounts for autocorrelation, ensemble size, and multiplicity.
- Model results are evaluated against observations/reanalysis with biases and internal variability addressed.
- Mechanistic claims are backed by diagnostic evidence, not correlation alone.
- Forced response is separated from internal variability in any trend/attribution claim.
- Datasets, model configurations, and an AMS data-availability statement are specified.
Common desk-reject triggers
- A local weather event or short-range forecast study with no large-scale climate contribution.
- An impacts/applications paper that uses climate data but adds nothing to climate science.
- Trends or significance reported without accounting for autocorrelation or multiple testing.
- Model results presented without observational evaluation or any treatment of internal variability.
- Mechanistic claims resting on correlation with no diagnostic support.
- Missing data/model-version provenance or a non-compliant data-availability statement.
Re-routing decision
- Flagship climate-change significance for a broad audience →
nature-climate-change. - Broad earth/environment open-access framing →
communications-earth-and-environment. - Short, high-immediacy geophysical result →
geophysical-research-letters. - Hydrologic-cycle or water-resources focus dominant →
water-resources-research/journal-of-hydrology. - Carbon/nutrient biogeochemical budgets dominant →
global-biogeochemical-cycles.
Output format
[Fit] High / Medium / Low (one-line reason)
[Target] Journal of Climate
[Topic tags] <2–3 closest climate-science topics>
[Climate-science contribution] <the advance in dynamics/variability/change/predictability>
[Method/evidence] <does model evaluation + statistical rigor clear the bar?>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <article type / data-availability / statistical conventions / disclosures>
[Re-route suggestion] <if not a fit, a better-matched venue>© 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 Agriculture-Environment-Journal-Skills/skills/journal-of-climate of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Journal Of Climate 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 |
|---|---|---|---|---|---|---|
| Journal Of Climate this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| DP-GEN Simplify Workflowjinzhezenggroup/computational-chemistry-agent-skills | 148 | — | ~2.7k | Automated safety check: Pass | LGPL-3.0-or-later | |
| LAMMPS with DeePMD-kitjinzhezenggroup/computational-chemistry-agent-skills | 148 | — | ~2.8k | Automated safety check: Pass | LGPL-3.0-or-later | |
| Lammps DeepmdHello-QM/catgo-LRG | 205 | — | ~1k | Automated safety check: Pass | AGPL-3.0 | |
| Qiskit 2.x Quantum ML Referenceaiming-lab/AutoResearchClaw | 15k | — | ~4.7k | Automated safety check: Pass | MIT | |
| Gtars Genomic Interval Toolkitdavila7/claude-code-templates | 33k | 11 repos | ~1.9k | Automated safety check: Pass | MIT |
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Reference patterns for writing qiskit 2.x code for variational quantum machine learning: feature maps, VQC training, VQE for chemistry, MPS circuits and noise models.
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Categories
Questions about Journal Of Climate
What does Journal Of Climate do?
A skill your agent uses when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue. Journal Of Climate is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue.
When should I use Journal Of Climate?
Journal Of Climate fits situations like: targeting Journal of Climate; deciding whether a climate-dynamics; climate-variability manuscript fits this venue.
How do I install Journal Of Climate in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill journal-of-climate -a claude-code`. Or copy the skill folder (Agriculture-Environment-Journal-Skills/skills/journal-of-climate in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/journal-of-climate in your project. Claude Code loads it when a task matches its description.
How do I install Journal Of Climate in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill journal-of-climate -a codex`. Or copy the skill folder (Agriculture-Environment-Journal-Skills/skills/journal-of-climate in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/journal-of-climate in your project. Codex loads it when a task matches its description.
Can I use Journal Of Climate 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 journal-of-climate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/journal-of-climate, .gemini/skills/journal-of-climate, .github/skills/journal-of-climate and .opencode/skills/journal-of-climate in your project.
What does Journal Of Climate need to run?
SKILL.md names no scripts, command-line tools or credentials: Journal Of Climate is instructions for the agent only.
Does Journal Of Climate 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 Journal Of Climate 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 Journal Of Climate use?
Journal Of Climate 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 Journal Of Climate use?
About 1.8k tokens (SKILL.md is roughly 7k 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 Journal Of Climate?
Skills that share tags, products or a category with Journal Of Climate: DP-GEN Simplify Workflow (jinzhezenggroup/computational-chemistry-agent-skills, 148 stars), LAMMPS with DeePMD-kit (jinzhezenggroup/computational-chemistry-agent-skills, 148 stars), Lammps Deepmd (Hello-QM/catgo-LRG, 205 stars) and Qiskit 2.x Quantum ML Reference (aiming-lab/AutoResearchClaw, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Journal Of Climate?
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.