Agent skill

Astrophysical Journal Letters

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue.

MITAuto-check passedResearch & Science

Install Astrophysical Journal Letters

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill astrophysical-journal-letters -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills astrophysical-journal-letters --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/English-NaturalScience-Journal-Skills/skills/astrophysical-journal-letters .claude/skills/astrophysical-journal-letters && rm -rf skills-src

Use ~/.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/

Facts

Skill name
astrophysical-journal-letters
GitHub stars
1.2k
Token cost
~2.1k tokens
SKILL.md length
957 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue.

  • Targeting The Astrophysical Journal Letters (ApJL)
  • 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 an astrophysics manuscript fits this rapid short-format high-impact venue

What it does

Astrophysical Journal Letters is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

Its SKILL.md is about 2.1k 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

  • Targeting The Astrophysical Journal Letters (ApJL)
  • Deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue

Example prompts

  • “/astrophysical-journal-letters”

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

Astrophysical Journal Letters loads about 2.1k tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 957 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

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). 957 words, ~2,065 tokens.

Download SKILL.mdSave it as .claude/skills/astrophysical-journal-letters/SKILL.md (or your agent's skills folder).
name
astrophysical-journal-letters
description
Use when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

The Astrophysical Journal Letters (astrophysical-journal-letters)

Journal positioning

The Astrophysical Journal Letters (ApJL) is published by the American Astronomical Society (AAS) through IOP Publishing, and it is the rapid, short-format companion to The Astrophysical Journal (ApJ). Its defining character is timeliness paired with importance: ApJL exists to disseminate results of unusual significance, urgency, or general interest more quickly than the full-length journal allows. A paper belongs in ApJL when the result would substantially interest a broad cross-section of astronomers and when speed of publication genuinely matters — a new transient, a first detection, a timely confirmation, or a result that reframes an active debate. Readership is the full AAS community across cosmology, galaxies, stars, exoplanets, the interstellar medium, and high-energy and gravitational-wave astrophysics. This skill is a fit / venue-selection / re-framing tool. It does not replace the journal's current official submission guidelines. Before submitting, re-check the live author instructions on the AAS Journals site.

When to trigger

  • The author names ApJL as the target venue for a short, high-significance astrophysics result that warrants rapid publication.
  • A manuscript reports a timely, broadly important finding — a first detection, a new transient or counterpart, a confirmation of an anticipated signal — and the author is choosing between ApJL, ApJ, and Nature Astronomy.
  • A paper is too short and too urgent for full ApJ treatment but has more general significance than a routine measurement.
  • The author needs ApJL's significance bar, length limits, and desk-reject criteria before submission.

Scope & topic fit

  • Time-critical discoveries: new transients, supernovae, kilonovae, tidal disruption events, fast radio bursts, multi-messenger counterparts where rapid dissemination serves the community.
  • First detections or first measurements: a first spectroscopic confirmation, a first resolved image, a first robust measurement of a predicted quantity.
  • Results that resolve or reframe an active debate across cosmology, galaxy evolution, star formation, the interstellar/intergalactic medium, stellar astrophysics, or exoplanets.
  • Gravitational-wave and high-energy astrophysics results of broad and immediate interest, including multi-messenger associations.
  • Striking confirmations or refutations of a major prediction where a concise, well-defended result carries the field forward.
  • Methodological or instrumental advances only when they immediately enable a result of unusual general significance.

Method & evidence bar

  • The significance must be statable in one or two sentences — why this result matters broadly and why it matters now; a paper without urgency or general interest belongs in ApJ.
  • Statistical claims must be quantified rigorously: detection significances, uncertainties, and the treatment of systematics must be explicit, with false-alarm or look-elsewhere considerations addressed where relevant.
  • Observational results require clear characterization of instrument, calibration, and selection effects; modeling results require stated assumptions and tested sensitivity to them.
  • Single-instrument or single-epoch claims of unusual importance must defend robustness; extraordinary claims require commensurate evidence.
  • Data behind the figures and, where applicable, reduction or analysis code should be made available per AAS data policy; machine-readable tables are expected for tabular data.
  • For multi-messenger or follow-up results, the provenance of alerts, triggers, and external data must be documented and properly credited.

Structure & house style

  • ApJL enforces a strict length limit (substantially shorter than ApJ); re-check the current word/figure equivalent limit on the live AAS site before drafting.
  • The paper must establish significance and timeliness in the opening paragraph; background is minimal because the readership is expert and the format is short.
  • Figures must be efficient — each carries a single key result; the figure/table budget is tight and every panel must justify its inclusion.
  • Methods are compressed in the main text; extended derivations, additional figures, and reduction details belong in appendices or supplementary material consistent with AAS conventions.
  • AASTeX is the expected manuscript class; use its structures for machine-readable tables, dataset DOIs, and software citations.
  • The abstract must convey the full result and its significance in a short paragraph, foregrounding what is new and why it matters.
Show full SKILL.md (334 more words)Show less

Official-submission checklist

  • Before giving submission-ready advice, read ../../resources/source-basis.md and ../../resources/official-source-map.md; start from the official source anchors for this journal family, then cite the current journal-specific page you checked.
  • Search the live site for "ApJ Letters author instructions" / "AAS Journals" and follow the current AAS/IOP version.
  • Re-check the current Letters length limit and figure/table budget, and the criteria AAS states for ApJL versus ApJ acceptance.
  • Re-check AAS data-availability, machine-readable-table, dataset-DOI, and software-citation requirements.
  • Re-check competing-interests, funding, AI-use, and authorship policies; confirm preprint policy (arXiv posting is standard and compatible).
  • If the live official instructions conflict with this skill, the official instructions win.

Pre-submission self-check

  • One sentence — the result's broad significance and why rapid publication is warranted.
  • The paper fits within the current ApJL length and figure limits without cutting essential evidence; if not, ApJ is more appropriate.
  • Detection significances, uncertainties, and systematics are quantified and defensible.
  • Data behind figures, machine-readable tables, and software citations are prepared per AAS policy.
  • The abstract and opening paragraph state what is new and why it matters without system-specific preamble.
  • The result is positioned against recent ApJL / ApJ / Nature Astronomy literature on this question.

Common desk-reject triggers

  • A sound but incremental result that lacks the unusual significance or urgency ApJL requires — a clear case for ApJ instead.
  • A manuscript that exceeds the Letters length or figure limit, or that reads as a full-length paper compressed past clarity.
  • A claim of a major discovery whose statistical significance, systematics, or selection effects are inadequately characterized.
  • A methods or instrument paper without an immediate result of broad general interest.
  • A narrow, system-specific measurement of interest mainly to specialists in one subfield.

Re-routing decision

  • Full-length, comprehensive treatment of the same science at high rigor without the brevity constraint: the-astrophysical-journal.
  • A result whose general scientific reach extends well beyond astronomy or merits flagship multidisciplinary visibility: nature-astronomy.
  • A detailed instrument, survey, or methods paper: ApJ Supplement Series or an instrumentation venue.
  • A planetary-science or solar-system focus better served elsewhere: a dedicated planetary/heliophysics AAS journal.

Output format

text
[Fit] High / Medium / Low (one-line reason)
[Target] The Astrophysical Journal Letters
[Topic tags] <2–3 closest topics>
[Method/evidence] <is the result of unusual broad significance and timeliness, and are detections, uncertainties, and systematics rigorously quantified within a short format?>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <Letters length/figure limit / ApJL-vs-ApJ criteria / data-MRT-DOI policy / software citation / disclosure / preprint policy>
[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 English-NaturalScience-Journal-Skills/skills/astrophysical-journal-letters of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Astrophysical Journal Letters

What does Astrophysical Journal Letters do?

A skill your agent uses when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue. Astrophysical Journal Letters is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue.

When should I use Astrophysical Journal Letters?

Astrophysical Journal Letters fits situations like: targeting The Astrophysical Journal Letters (ApJL); deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue.

How do I install Astrophysical Journal Letters in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill astrophysical-journal-letters -a claude-code`. Or copy the skill folder (English-NaturalScience-Journal-Skills/skills/astrophysical-journal-letters in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/astrophysical-journal-letters in your project. Claude Code loads it when a task matches its description.

How do I install Astrophysical Journal Letters in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill astrophysical-journal-letters -a codex`. Or copy the skill folder (English-NaturalScience-Journal-Skills/skills/astrophysical-journal-letters in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/astrophysical-journal-letters in your project. Codex loads it when a task matches its description.

Can I use Astrophysical Journal Letters 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 astrophysical-journal-letters -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/astrophysical-journal-letters, .gemini/skills/astrophysical-journal-letters, .github/skills/astrophysical-journal-letters and .opencode/skills/astrophysical-journal-letters in your project.

What does Astrophysical Journal Letters need to run?

SKILL.md names no scripts, command-line tools or credentials: Astrophysical Journal Letters is instructions for the agent only.

Does Astrophysical Journal Letters 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 Astrophysical Journal Letters 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 Astrophysical Journal Letters use?

Astrophysical Journal Letters 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 Astrophysical Journal Letters use?

About 2.1k tokens (SKILL.md is roughly 8.3k 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 Astrophysical Journal Letters?

Skills that share tags, products or a category with Astrophysical Journal Letters: 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 Astrophysical Journal Letters?

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.