Career-Ops Job Search Center
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.
Generates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes.
$ npx skills add aipoch/medical-research-skills --skill cover-letter-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aipoch/medical-research-skills cover-letter-generator --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/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'scientific-skills/Academic Writing/cover-letter-generator' .claude/skills/cover-letter-generator && 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 "cover-letter-generator" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/cover-letter-generator into .claude/skills/cover-letter-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cover-letter-generator", 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/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/cover-letter-generatorType 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 aipoch/medical-research-skills --skill cover-letter-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aipoch/medical-research-skills cover-letter-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'scientific-skills/Academic Writing/cover-letter-generator' .agents/skills/cover-letter-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cover-letter-generator" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/cover-letter-generator into .agents/skills/cover-letter-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cover-letter-generator", 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 aipoch/medical-research-skills --skill cover-letter-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aipoch/medical-research-skills cover-letter-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'scientific-skills/Academic Writing/cover-letter-generator' .cursor/skills/cover-letter-generator && 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 "cover-letter-generator" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/cover-letter-generator into .cursor/skills/cover-letter-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cover-letter-generator", 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/aipoch/medical-research-skills.git --path 'scientific-skills/Academic Writing/cover-letter-generator'--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 aipoch/medical-research-skills --skill cover-letter-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aipoch/medical-research-skills cover-letter-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'scientific-skills/Academic Writing/cover-letter-generator' .gemini/skills/cover-letter-generator && 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 "cover-letter-generator" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/cover-letter-generator into .gemini/skills/cover-letter-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cover-letter-generator", 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 aipoch/medical-research-skills cover-letter-generatorInstalls 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 aipoch/medical-research-skills --skill cover-letter-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/'scientific-skills/Academic Writing/cover-letter-generator' .github/skills/cover-letter-generator && 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 "cover-letter-generator" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/cover-letter-generator into .github/skills/cover-letter-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cover-letter-generator", 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 aipoch/medical-research-skills --skill cover-letter-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aipoch/medical-research-skills cover-letter-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'scientific-skills/Academic Writing/cover-letter-generator' .opencode/skills/cover-letter-generator && 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 "cover-letter-generator" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/cover-letter-generator into .opencode/skills/cover-letter-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cover-letter-generator", 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.
cover-letter-generatorGenerates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes.
Cover Letter Generator is an agent skill from aipoch/medical-research-skills. Generates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes. Use when preparing an academic submission package and you need editor-facing language that clearly states novelty, relevance, declarations, and corresponding-author details.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `POLISH_CHANGELOG.md` and `eval_report_cover-letter-generator_result.json`).
It sits in Business, Finance & HR, covering Resume and CV writing. The repository describes itself as: Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 686e09d. 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.
Cover Letter Generator loads about 1.6k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 747 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 aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 747 words, ~1,572 tokens.
.claude/skills/cover-letter-generator/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Draft a submission-ready academic cover letter for a target journal. This skill is for editor-facing academic writing, not for inventing missing paper content.
Minimum required:
2-4 core contributions or innovation pointsStrongly recommended:
If any required field is missing, do not output a fake journal-ready letter. Use this structure first:
Cannot finalize the cover letter yet.
Missing required items:
- <item 1>
- <item 2>
Usable fallback:
- I can draft a partial letter shell after these items are supplied.Only draft a partial shell if the user explicitly wants one after seeing the missing items.
Return a complete letter using the structure below:
Formatting rules:
4-6 short paragraphsgroundbreaking, revolutionary, or game-changingConfirm that all required items are present.
If not:
## Missing-Input RecoveryWrite 1-2 sentences that connect:
Avoid generic fit claims like This paper will interest your readers unless followed by a concrete reason.
Summarize:
Keep this focused on contributions, not full manuscript retelling.
Use only concise, high-signal evidence:
Do not turn this section into a mini-abstract.
Always include or explicitly request:
Add journal-specific statements if the user supplies them:
Use the following logic:
If the user does not provide a declaration that may be required, ask for it rather than inventing it.
assets/cover_letter_template.md as the paragraph skeleton.references/guide.md as the preflight checklist.Before returning the letter, verify:
This skill accepts requests that match the documented purpose of cover-letter-generator and include enough context to complete the workflow safely.
Do not continue the workflow when the request is out of scope, missing a critical input, or would require unsupported assumptions. Instead respond:
cover-letter-generatoronly handles its documented workflow. Please provide the missing required inputs or switch to a more suitable skill.
© aipoch, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files in scientific-skills/Academic Writing/cover-letter-generator of aipoch/medical-research-skills.
Open the folder on GitHubat commit 686e09d
Cover Letter Generator 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 |
|---|---|---|---|---|---|---|
| Cover Letter Generator this skillaipoch/medical-research-skills | 1.9k | — | ~1.6k | 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 |
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.
reactive-resume/reactive-resume
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LiuMengxuan04/shushu-internship-tool
Turns a target internship job description into a resume-ready, interview-ready project by finding and auditing GitHub projects and drafting resume bullets and interview Q&A.
varunr89/resume-tailoring-skill
A skill your agent uses when creating tailored resumes for job applications - researches company/role, creates optimized templates, conducts branching experience discovery to surface undocumented…
reactive-resume/reactive-resume
Evaluates and negotiates job offers. An agent skill from reactive-resume/reactive-resume.
Rimagination/good-story
A skill your agent uses when the user asks to find, sharpen, evaluate, rewrite, or explain the story in scientific or scholarly materials across disciplines, including manuscripts, grants, paper…
aipoch/medical-research-skills
Complete workflow for generating academic research posters from PDF literature; use when you need to extract paper content from PDFs and produce a LaTeX-based poster…
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Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool.
aipoch/medical-research-skills
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
aipoch/medical-research-skills
A toolkit for preparing ISO 13485:2016 certification documentation for medical device QMS.
aipoch/medical-research-skills
Recommends target journals for manuscript submission by analyzing the paper topic/abstract and the journal distribution of similar PubMed literature; use when users ask for journal…
aipoch/medical-research-skills
Creates academic-poster writing packages for LaTeX using beamerposter, tikzposter, or baposter.
Categories
Generates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes. Cover Letter Generator is an agent skill from aipoch/medical-research-skills. Generates a journal-ready cover letter from manuscript metadata, highlights, and journal-fit notes.
Cover Letter Generator fits situations like: preparing an academic submission package and you need editor-facing language that clearly states novelty; corresponding-author details.
Run `npx skills add aipoch/medical-research-skills --skill cover-letter-generator -a claude-code`. Or copy the skill folder (scientific-skills/Academic Writing/cover-letter-generator in aipoch/medical-research-skills) into .claude/skills/cover-letter-generator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aipoch/medical-research-skills --skill cover-letter-generator -a codex`. Or copy the skill folder (scientific-skills/Academic Writing/cover-letter-generator in aipoch/medical-research-skills) into .agents/skills/cover-letter-generator 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 aipoch/medical-research-skills --skill cover-letter-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cover-letter-generator, .gemini/skills/cover-letter-generator, .github/skills/cover-letter-generator and .opencode/skills/cover-letter-generator in your project.
SKILL.md names no scripts, command-line tools or credentials: Cover Letter Generator 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.
Cover Letter Generator is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
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.
Skills that share tags, products or a category with Cover Letter Generator: 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.
aipoch (a GitHub organization) maintains it in aipoch/medical-research-skills, which has 1,937 GitHub stars. The repository holds 578 skills in this directory. The repository was last updated on September 17, 2026.
Source: aipoch/medical-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.