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career-ops-hq/career-ops
Routes job-search requests to modes for evaluating offers, scanning portals, generating tailored CVs, tracking applications and drafting outreach, starting from a pasted job URL or description.
A skill your agent uses when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the editor decide within two minutes whether…
Install Sci Cover Letter
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sci-cover-letter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sci-cover-letter --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/Science-Skills/skills/sci-cover-letter .claude/skills/sci-cover-letter && 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 "sci-cover-letter" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Science-Skills/skills/sci-cover-letter into .claude/skills/sci-cover-letter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-cover-letter", 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/Science-Skills/skills/sci-cover-letterType 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 sci-cover-letter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sci-cover-letter --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/Science-Skills/skills/sci-cover-letter .agents/skills/sci-cover-letter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sci-cover-letter" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Science-Skills/skills/sci-cover-letter into .agents/skills/sci-cover-letter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-cover-letter", 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 sci-cover-letter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sci-cover-letter --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/Science-Skills/skills/sci-cover-letter .cursor/skills/sci-cover-letter && 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 "sci-cover-letter" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Science-Skills/skills/sci-cover-letter into .cursor/skills/sci-cover-letter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-cover-letter", 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 Science-Skills/skills/sci-cover-letter--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 sci-cover-letter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills sci-cover-letter --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/Science-Skills/skills/sci-cover-letter .gemini/skills/sci-cover-letter && 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 "sci-cover-letter" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Science-Skills/skills/sci-cover-letter into .gemini/skills/sci-cover-letter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-cover-letter", 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 sci-cover-letterInstalls 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 sci-cover-letter -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/Science-Skills/skills/sci-cover-letter .github/skills/sci-cover-letter && 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 "sci-cover-letter" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Science-Skills/skills/sci-cover-letter into .github/skills/sci-cover-letter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-cover-letter", 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 sci-cover-letter -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 sci-cover-letter --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/Science-Skills/skills/sci-cover-letter .opencode/skills/sci-cover-letter && 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 "sci-cover-letter" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Science-Skills/skills/sci-cover-letter into .opencode/skills/sci-cover-letter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-cover-letter", 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
sci-cover-letter- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 728 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the editor decide within two minutes whether…
- Works in 5 steps: Opening claim (2–3 sentences). The… → Why Science specifically (2–3… → What's new vs. prior work (2–3… → …
- Writing the editor-facing cover letter for Science (AAAS) — a tight
- SKILL.md covers When to trigger, What the cover letter is for, Structure (≈ 250–400 words,… and The significance paragraph test, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sci Cover Letter is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the editor decide within two minutes whether the paper clears the broad-interest bar and should go out for external review.
Its SKILL.md is about 1.5k 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 Business, Finance & HR, covering Resume and CV writing. 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
- Writing the editor-facing cover letter for Science (AAAS) — a tight
- Significance-forward pitch
- That lets the editor decide within two minutes whether the paper clears the broad-interest bar and should go out for external review
Example prompts
- “/sci-cover-letter”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Opening claim (2–3 sentences). The one-sentence advance (sci-framing) plus why it matters to a broad audience. Lead with the result, not…
- Why Science specifically (2–3 sentences). Why this is general-interest, not specialist — what communities beyond your own will care and…
- What's new vs. prior work (2–3 sentences). The decisive distinction from the closest prior papers, including any concurrent work. Pre-empt…
- Format & logistics (short). "We submit this as a Report/Research Article. The work has not been published and is not under consideration…
- Optional: suggested/excluded reviewers, competing interests, related submissions, and any embargo/press considerations.
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
Sci Cover Letter loads about 1.5k tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 728 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). 728 words, ~1,506 tokens.
Download SKILL.mdSave it as
.claude/skills/sci-cover-letter/SKILL.md (or your agent's skills folder).- name
- sci-cover-letter
- description
- Use when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the editor decide within two minutes whether the paper clears the broad-interest bar and should go out for external review.
Cover Letter & Editor Pitch (sci-cover-letter)
When to trigger
- Ready to submit and need the editor-facing letter.
- The current letter is a formality ("please find enclosed…") with no argument.
- You need to argue broad significance explicitly to survive triage.
What the cover letter is for
Science editors triage fast. The letter must let an editor decide, in under two minutes, that the paper is plausibly broad enough to review. It is a significance argument, not a summary.
Structure (≈ 250–400 words, one page)
- Opening claim (2–3 sentences). The one-sentence advance (
sci-framing) plus why it matters to a broad audience. Lead with the result, not the background. - Why Science specifically (2–3 sentences). Why this is general-interest, not specialist — what communities beyond your own will care and why now (
sci-framingwhy-now trigger). - What's new vs. prior work (2–3 sentences). The decisive distinction from the closest prior papers, including any concurrent work. Pre-empt "isn't this known?".
- Format & logistics (short). "We submit this as a Report/Research Article. The work has not been published and is not under consideration elsewhere."
- Optional: suggested/excluded reviewers, competing interests, related submissions, and any embargo/press considerations.
The significance paragraph test
The editor should be able to copy your second paragraph into a referee-invitation email. If it reads as specialist or hedged, rewrite it.
Logistics to include
- Statement of originality and exclusivity (not published / not under review elsewhere).
- Manuscript type (Report vs Research Article) and rough length.
- Competing interests declaration (or "none").
- Related manuscripts (yours) in press/under review, if any.
- Suggested reviewers (a few) and opposed reviewers with brief reason, if applicable.
- Any prior submission/transfer history if relevant.
Tone
- Confident, specific, quantified — but not grandiose. Editors discount "groundbreaking/unprecedented".
- No jargon walls; a chemistry editor should grasp a biology letter and vice versa.
- Short paragraphs; the whole letter fits on one page.
Cover-letter pass for Science
Use this as a second-pass capability check. First lock the broad discovery claim, decisive evidence, uncertainty/limitations, and why the result belongs in a general-science weekly; then test whether the manuscript addresses general-science reviewers and editors who ask whether the result changes a broad field, is technically decisive, and can be understood outside the subdiscipline.
- Primary move: Make the letter a routing document: discovery, breadth, decisive evidence, policy/field implication, and compliance in one editor-facing argument.
- Decision ledger: return
claim / evidence / blocker / next editrows so the next pass can patch the manuscript directly. - Neighbor test: compare against Nature for similar broad-scope novelty, PNAS for academy-wide breadth, specialist journals when the claim is field-internal; if the neighboring outlet has the stronger audience claim, recommend re-routing before polishing.
- Verification floor: before submission-ready advice, re-open
resources/official-source-map.mdfor volatile rules and name the one unresolved fact that could change the recommendation.
Show full SKILL.md (275 more words)Show less
Before/after: the significance paragraph
The second paragraph is the one an editor pastes into a referee invitation. Make it copy-ready:
- Weak (summary register): "In this manuscript we report the results of our study of protein T, which we characterized using cryo-EM and functional assays, revealing several interesting features of its conformational cycle."
- Strong (significance register): "We show that transporter T uses a previously unseen occluded intermediate to move substrate — a gating step that current models of secondary active transport omit. Because this state is conserved across the superfamily, the finding revises how a broad membrane-biology and biophysics community should model transport, and it explains prior anomalous kinetics that had no mechanistic account."
The strong version names the advance, the breadth (who beyond the subfield cares), and the consequence (what changes) — in three sentences an editor can forward unedited.
Common cover-letter failure modes (and the fix)
| Failure mode | Why it triggers a bounce | Fix |
|---|---|---|
| Reads as an abstract | Editor learns what you did, not why it's broad | Lead paragraph 2 with the consequence for a field |
| Superlatives, no numbers | Editors discount "groundbreaking" | Replace each adjective with a quantity or a decisive comparison |
| Omits concurrent work | Looks naive or evasive | One sentence: "Concurrent work X did Y; we differ by Z" |
| No originality statement | Administrative bounce | Add the not-published / not-under-review line explicitly |
| Buries the hook after logistics | Hook is missed in a 2-minute read | First sentence carries the advance |
Output format
【One-line advance restated】 "..."
【Broad-significance paragraph】 reviewer-invitation-ready? yes/no
【Novelty vs closest prior/concurrent work】 stated? yes/no
【Manuscript type + length】 ...
【Logistics checklist】 originality / COI / suggested-opposed reviewers / related subs
【Next】 sci-submissionAnti-patterns
- Do not summarize the abstract; argue significance instead.
- Do not use unsupported superlatives — quantify the advance.
- Do not omit the originality/exclusivity statement.
- Do not bury the hook below logistics; the first sentence carries the advance.
© 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 Science-Skills/skills/sci-cover-letter of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Sci Cover Letter 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 |
|---|---|---|---|---|---|---|
| Sci Cover Letter this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Career-Ops Job Search Centercareer-ops-hq/career-ops | 74k | — | ~3.6k | Automated safety check: Pass | MIT | |
| Reactive Resume Builderreactive-resume/reactive-resume | 44k | — | ~2k | Automated safety check: Pass | MIT | |
| Internship Project Preparation ToolLiuMengxuan04/shushu-internship-tool | 2.1k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Resume Tailoringvarunr89/resume-tailoring-skill | 769 | 1 repos | ~8.9k | Automated safety check: Pass | MIT | |
| Offer Negotiationreactive-resume/reactive-resume | 44k | — | ~10k | Automated safety check: Pass | MIT |
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Questions about Sci Cover Letter
What does Sci Cover Letter do?
A skill your agent uses when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the editor decide within two minutes whether…. Sci Cover Letter is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the editor decide within two minutes whether the paper clears the broad-interest bar and should go out for external review.
When should I use Sci Cover Letter?
Sci Cover Letter fits situations like: writing the editor-facing cover letter for Science (AAAS) — a tight; significance-forward pitch; that lets the editor decide within two minutes whether the paper clears the broad-interest bar and should go out for external review.
How do I install Sci Cover Letter in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sci-cover-letter -a claude-code`. Or copy the skill folder (Science-Skills/skills/sci-cover-letter in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/sci-cover-letter in your project. Claude Code loads it when a task matches its description.
How do I install Sci Cover Letter in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill sci-cover-letter -a codex`. Or copy the skill folder (Science-Skills/skills/sci-cover-letter in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/sci-cover-letter in your project. Codex loads it when a task matches its description.
Can I use Sci Cover Letter 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 sci-cover-letter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sci-cover-letter, .gemini/skills/sci-cover-letter, .github/skills/sci-cover-letter and .opencode/skills/sci-cover-letter in your project.
What does Sci Cover Letter need to run?
SKILL.md names no scripts, command-line tools or credentials: Sci Cover Letter is instructions for the agent only.
Does Sci Cover Letter 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 Sci Cover Letter 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 Sci Cover Letter use?
Sci Cover Letter 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 Sci Cover Letter use?
About 1.5k tokens (SKILL.md is roughly 6k 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 Sci Cover Letter?
Skills that share tags, products or a category with Sci Cover Letter: Career-Ops Job Search Center (career-ops-hq/career-ops, 74k stars), Reactive Resume Builder (reactive-resume/reactive-resume, 44k stars), Internship Project Preparation Tool (LiuMengxuan04/shushu-internship-tool, 2.1k stars) and Resume Tailoring (varunr89/resume-tailoring-skill, 769 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sci Cover Letter?
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.