Astropy
zLanqing/codex-claude-academic-skills
Comprehensive Python library for astronomy and astrophysics.
A skill your agent uses when deciding whether an Earth-science result clears Nature Geoscience's broad-interest, cross-disciplinary Earth-system gate, or whether it belongs in a community journal…
Install Ngeo Scope Fit
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ngeo-scope-fit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ngeo-scope-fit --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/Nature-Geoscience-Skills/skills/ngeo-scope-fit .claude/skills/ngeo-scope-fit && 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 "ngeo-scope-fit" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Nature-Geoscience-Skills/skills/ngeo-scope-fit into .claude/skills/ngeo-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ngeo-scope-fit", 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/Nature-Geoscience-Skills/skills/ngeo-scope-fitType 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 ngeo-scope-fit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ngeo-scope-fit --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/Nature-Geoscience-Skills/skills/ngeo-scope-fit .agents/skills/ngeo-scope-fit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ngeo-scope-fit" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Nature-Geoscience-Skills/skills/ngeo-scope-fit into .agents/skills/ngeo-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ngeo-scope-fit", 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 ngeo-scope-fit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ngeo-scope-fit --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/Nature-Geoscience-Skills/skills/ngeo-scope-fit .cursor/skills/ngeo-scope-fit && 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 "ngeo-scope-fit" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Nature-Geoscience-Skills/skills/ngeo-scope-fit into .cursor/skills/ngeo-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ngeo-scope-fit", 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 Nature-Geoscience-Skills/skills/ngeo-scope-fit--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 ngeo-scope-fit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ngeo-scope-fit --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/Nature-Geoscience-Skills/skills/ngeo-scope-fit .gemini/skills/ngeo-scope-fit && 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 "ngeo-scope-fit" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Nature-Geoscience-Skills/skills/ngeo-scope-fit into .gemini/skills/ngeo-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ngeo-scope-fit", 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 ngeo-scope-fitInstalls 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 ngeo-scope-fit -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/Nature-Geoscience-Skills/skills/ngeo-scope-fit .github/skills/ngeo-scope-fit && 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 "ngeo-scope-fit" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Nature-Geoscience-Skills/skills/ngeo-scope-fit into .github/skills/ngeo-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ngeo-scope-fit", 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 ngeo-scope-fit -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 ngeo-scope-fit --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/Nature-Geoscience-Skills/skills/ngeo-scope-fit .opencode/skills/ngeo-scope-fit && 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 "ngeo-scope-fit" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Nature-Geoscience-Skills/skills/ngeo-scope-fit into .opencode/skills/ngeo-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ngeo-scope-fit", 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
ngeo-scope-fit- GitHub stars
- 1.2k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 692 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding whether an Earth-science result clears Nature Geoscience's broad-interest, cross-disciplinary Earth-system gate, or whether it belongs in a community journal…
- Works in 2 steps: A genuine Earth-system advance — the… → Broad, cross-disciplinary interest —…
- Deciding whether an Earth-science result clears Nature Geosciences broad-interest
- SKILL.md covers When to trigger, The two-part gate (both must…, The evidence bar (a Nat.… and Decision table, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ngeo Scope Fit is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether an Earth-science result clears Nature Geoscience's broad-interest, cross-disciplinary Earth-system gate, or whether it belongs in a community journal such as JGR, GRL, or Communications Earth & Environment. Diagnoses venue fit; does not write or frame the result.
Its SKILL.md is about 1.6k 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. 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
- Deciding whether an Earth-science result clears Nature Geosciences broad-interest
- Cross-disciplinary Earth-system gate
- Whether it belongs in a community journal such as JGR
- Communications Earth & Environment
Example prompts
- “/ngeo-scope-fit”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- A genuine Earth-system advance — the result changes a quantitative understanding of how the Earth (or another planet) works: a newly…
- Broad, cross-disciplinary interest — Earth scientists outside your subfield would want to know this. A result is broad if it reframes a…
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
Ngeo Scope Fit loads about 1.6k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 692 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). 692 words, ~1,569 tokens.
Download SKILL.mdSave it as
.claude/skills/ngeo-scope-fit/SKILL.md (or your agent's skills folder).- name
- ngeo-scope-fit
- description
- Use when deciding whether an Earth-science result clears Nature Geoscience's broad-interest, cross-disciplinary Earth-system gate, or whether it belongs in a community journal such as JGR, GRL, or Communications Earth & Environment. Diagnoses venue fit; does not write or frame the result.
Nature Geoscience Scope Fit (ngeo-scope-fit)
When to trigger
- You suspect the result is solid but may be "regional," "incremental," or "specialist"
- You cannot articulate why an oceanographer should read your volcanology paper (or vice versa)
- A coauthor asks "Nature Geoscience or JGR?"
- The study is model-only, or observation-only, and you are unsure it clears the evidence bar
- Before investing in figures and prose, you want a go / no-go on venue
The two-part gate (both must pass)
Nature Geoscience publishes across all of the Earth sciences — solid Earth (tectonics, volcanology, geochemistry, deep interior), surface processes and geomorphology, hydrology and the cryosphere, oceanography, atmospheric science and climate (past, present, future), biogeochemistry, and planetary science. The gate ANDs two tests:
- A genuine Earth-system advance — the result changes a quantitative understanding of how the Earth (or another planet) works: a newly identified process, a decisive observational constraint, a mechanism that resolves a standing controversy, a proxy or dataset that reveals a previously hidden signal, or a model result that overturns an expected behavior.
- Broad, cross-disciplinary interest — Earth scientists outside your subfield would want to know this. A result is broad if it reframes a debate a neighboring community follows, transfers a method across domains, or bears on a first-order question (climate sensitivity, carbon cycle, sea level, deep-time evolution, habitability).
A rigorous, careful, but locally-scoped or "next-increment" result can pass technical review and still fail the gate. That is the most common Nature Geoscience rejection — and it happens at the editor's desk, before review, not as a quality judgment but a venue judgment.
The evidence bar (a Nat. Geosci. distinctive)
Beyond breadth, Nature Geoscience expects quantitative evidence with quantified uncertainty:
- Observation-driven claims need field, remote-sensing, or proxy data with error bars.
- Model-driven claims need observational grounding — a model result unanchored to data reads as speculation and is a classic desk-reject.
- Any headline number needs a stated uncertainty; "missing uncertainty quantification" is a named rejection pattern.
Decision table
| Situation | Verdict |
|---|---|
| New process / mechanism + clear cross-subfield relevance + quantified data | Nature Geoscience — strong fit |
| Decisive constraint settling a first-order, widely-debated question | Nature Geoscience — strong fit |
| Novel proxy/dataset revealing a hidden global signal | Nature Geoscience — fit (frame the reach) |
| Solid regional case study, "next step" in an established local program | JGR / community journal (subfield match) |
| Thorough model intercomparison, specialist parameter sweeps | Climate Dynamics / GMD / community |
| Sound result, broad topic, but sub-flagship novelty | Communications Earth & Environment / Nature Communications |
| Model-only projection with no observational anchor | Retarget or add grounding (likely desk-reject) |
| Confirmation of an expected result with no new mechanism | Community journal |
Show full SKILL.md (269 more words)Show less
How to stress-test the gate
- The neighbor test: name a specific Earth scientist in a different subfield and state, in one sentence, why they would read this. If you cannot, breadth is weak.
- The "Here we show" test: draft the abstract's headline sentence. If it reads "we present the first regional record of X," importance is likely incremental; if it reads "we show that process Y controls Z," it is an advance.
- The displacement test: what prior belief does this overturn, sharpen, or unlock? "Nothing, it extends the record" → specialist.
- The grounding test: is every headline claim tied to data with uncertainty (or a model validated against data)? If not, expect a desk-reject.
Checklist
- The single headline advance is stated in one sentence
- The advance is a process/mechanism/constraint, not just a new local dataset
- Broad interest is named for a concrete out-of-subfield Earth-science audience
- Every headline claim is grounded in quantitative data or a data-validated model
- Uncertainty is quantified for the headline number
- You have honestly considered a community journal or Communications Earth & Environment
- If borderline, you have a broad-interest argument ready for the cover letter
Anti-patterns
- Equating a new regional record with a broad advance — Nature Geoscience rewards mechanism and reach, not first-ness
- Claiming global relevance a local dataset cannot support
- Submitting a "big-journal-ized" version of a specialist study to dodge the interest gate
- A model-only result with no observational anchor and no uncertainty budget
- Overreaching climate/impact claims the analysis does not license
Output format
【Headline advance】one sentence (process / mechanism / constraint)
【Evidence】data type (field / remote-sensing / proxy / model) + uncertainty stated?
【Broad interest】named out-of-subfield Earth-science audience + why they care
【Prior belief changed】...
【Verdict】Nat. Geosci. strong / with breadth framing / retarget community journal / retarget CEE-NatComms
【Next】ngeo-results-framing (if Nat. Geosci.) or retarget venueScope and evidence norms are durable, but content types and sister-journal boundaries evolve — verify on the official Nature Geoscience author pages (Checked: 2026-07-16).
© 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 Nature-Geoscience-Skills/skills/ngeo-scope-fit of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Ngeo Scope Fit 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 |
|---|---|---|---|---|---|---|
| Ngeo Scope Fit this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| AstropyzLanqing/codex-claude-academic-skills | 4.7k | 13 repos | ~2.9k | Automated safety check: Pass | BSD-3-Clause | |
| PymatgenzLanqing/codex-claude-academic-skills | 4.7k | 11 repos | ~5k | Automated safety check: Pass | MIT | |
| Cantera Ignition DelayK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Weathertrpc-group/trpc-agent-go | 1.9k | 8 repos | ~591 | Automated safety check: Pass | Apache-2.0 | |
| Pymol VisualizationChatMol/ChatMol | 373 | — | ~1.2k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Ngeo Scope Fit
What does Ngeo Scope Fit do?
A skill your agent uses when deciding whether an Earth-science result clears Nature Geoscience's broad-interest, cross-disciplinary Earth-system gate, or whether it belongs in a community journal…. Ngeo Scope Fit is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether an Earth-science result clears Nature Geoscience's broad-interest, cross-disciplinary Earth-system gate, or whether it belongs in a community journal such as JGR, GRL, or Communications Earth & Environment.
When should I use Ngeo Scope Fit?
Ngeo Scope Fit fits situations like: deciding whether an Earth-science result clears Nature Geosciences broad-interest; cross-disciplinary Earth-system gate; whether it belongs in a community journal such as JGR; communications Earth & Environment.
How do I install Ngeo Scope Fit in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ngeo-scope-fit -a claude-code`. Or copy the skill folder (Nature-Geoscience-Skills/skills/ngeo-scope-fit in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ngeo-scope-fit in your project. Claude Code loads it when a task matches its description.
How do I install Ngeo Scope Fit in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ngeo-scope-fit -a codex`. Or copy the skill folder (Nature-Geoscience-Skills/skills/ngeo-scope-fit in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ngeo-scope-fit in your project. Codex loads it when a task matches its description.
Can I use Ngeo Scope Fit 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 ngeo-scope-fit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ngeo-scope-fit, .gemini/skills/ngeo-scope-fit, .github/skills/ngeo-scope-fit and .opencode/skills/ngeo-scope-fit in your project.
What does Ngeo Scope Fit need to run?
SKILL.md names no scripts, command-line tools or credentials: Ngeo Scope Fit is instructions for the agent only.
Does Ngeo Scope Fit 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 Ngeo Scope Fit 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 Ngeo Scope Fit use?
Ngeo Scope Fit 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 Ngeo Scope Fit use?
About 1.6k tokens (SKILL.md is roughly 6.3k 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 Ngeo Scope Fit?
Skills that share tags, products or a category with Ngeo Scope Fit: Astropy (zLanqing/codex-claude-academic-skills, 4.7k stars), Pymatgen (zLanqing/codex-claude-academic-skills, 4.7k stars), Cantera Ignition Delay (K-Dense-AI/scientific-agent-skills, 48k stars) and Weather (trpc-group/trpc-agent-go, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ngeo Scope Fit?
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.