Agent skill

Journal Cover Prompter

by aipoch in aipoch/medical-research-skills

A skill your agent uses when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts.

MITAuto-check passedMedia & Creative

Install Journal Cover Prompter

skills CLI

$ npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a claude-code

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

GitHub CLI

$ gh skill install aipoch/medical-research-skills journal-cover-prompter --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/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'scientific-skills/Academic Writing/journal-cover-prompter' .claude/skills/journal-cover-prompter && 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/

Paste into Claude Code

Install the "journal-cover-prompter" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/journal-cover-prompter into .claude/skills/journal-cover-prompter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-cover-prompter", 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

$skill-installer install https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/journal-cover-prompter

Type 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.

skills CLI

$ npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install aipoch/medical-research-skills journal-cover-prompter --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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/journal-cover-prompter' .agents/skills/journal-cover-prompter && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "journal-cover-prompter" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/journal-cover-prompter into .agents/skills/journal-cover-prompter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-cover-prompter", 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.

skills CLI

$ npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install aipoch/medical-research-skills journal-cover-prompter --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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/journal-cover-prompter' .cursor/skills/journal-cover-prompter && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "journal-cover-prompter" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/journal-cover-prompter into .cursor/skills/journal-cover-prompter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-cover-prompter", 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

$ gemini skills install https://github.com/aipoch/medical-research-skills.git --path 'scientific-skills/Academic Writing/journal-cover-prompter'

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install aipoch/medical-research-skills journal-cover-prompter --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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/journal-cover-prompter' .gemini/skills/journal-cover-prompter && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "journal-cover-prompter" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/journal-cover-prompter into .gemini/skills/journal-cover-prompter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-cover-prompter", 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.

GitHub CLI

$ gh skill install aipoch/medical-research-skills journal-cover-prompter

Installs 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).

skills CLI

$ npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ 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/journal-cover-prompter' .github/skills/journal-cover-prompter && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "journal-cover-prompter" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/journal-cover-prompter into .github/skills/journal-cover-prompter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-cover-prompter", 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.

skills CLI

$ npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install aipoch/medical-research-skills journal-cover-prompter --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ 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/journal-cover-prompter' .opencode/skills/journal-cover-prompter && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "journal-cover-prompter" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/scientific-skills/Academic%20Writing/journal-cover-prompter into .opencode/skills/journal-cover-prompter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "journal-cover-prompter", 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-cover-prompter
GitHub stars: 1.9k
Token cost: ~1.8k tokens
SKILL.md length: 716 words
Files: 4 (incl. scripts, references)
Skills in repo: 578
Repo updated: Sep 17, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts.

Works in 3 steps: Prompt Generation → Style Selection → Technical Specs
Creating journal cover images
SKILL.md covers When to Use, Key Features, Dependencies and Example Usage, plus 12 more sections
Runs Python scripts from its folder; calls python

What it does

Journal Cover Prompter is an agent skill from aipoch/medical-research-skills. Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scientific visuals.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `journal-cover-prompter_audit_result_v2.json`, `references/audit-reference.md` and `scripts/main.py`).

It sits in Media & Creative, covering Social media graphics, Image generation and Data visualization. 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.

When your agent uses it

Creating journal cover images
Generating scientific artwork prompts
Designing graphical abstracts

Example prompts

“/journal-cover-prompter”

Requirements

Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

Prompt Generation
Style Selection
Technical Specs

What it can do on your machine

Read from SKILL.md and the folder at commit 686e09d. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
- python
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 Cover Prompter loads about 1.8k tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 59 tokens; SKILL.md has 716 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~59
When it runs · the whole SKILL.md, loaded when a task matches: ~1.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~2k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 716 words, ~1,763 tokens.

Download SKILL.mdSave it as .claude/skills/journal-cover-prompter/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.

name: journal-cover-prompter
description: Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scientific visuals.
license: MIT
author: AIPOCH

Source: https://github.com/aipoch/medical-research-skills

Journal Cover Image Prompter

Generate detailed prompts for creating scientific journal cover images and graphical abstracts using AI image generators.

When to Use

Use this skill when the task needs Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scientific visuals.
Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format.
Use this skill when you need a documented fallback path for missing inputs, execution errors, or partial evidence.

Key Features

Scope-focused workflow aligned to: Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scientific visuals.
Packaged executable path(s): scripts/main.py.
Reference material available in references/ for task-specific guidance.
Structured execution path designed to keep outputs consistent and reviewable.

Dependencies

Python: 3.10+. Repository baseline for current packaged skills.
Third-party packages: not explicitly version-pinned in this skill package. Add pinned versions if this skill needs stricter environment control.

Example Usage

bash

cd "20260318/scientific-skills/Academic Writing/journal-cover-prompter"
python -m py_compile scripts/main.py
python scripts/main.py --help

Example run plan:

Confirm the user input, output path, and any required config values.
Edit the in-file CONFIG block or documented parameters if the script uses fixed settings.
Run python scripts/main.py with the validated inputs.
Review the generated output and return the final artifact with any assumptions called out.

Implementation Details

See ## Workflow above for related details.

Execution model: validate the request, choose the packaged workflow, and produce a bounded deliverable.
Input controls: confirm the source files, scope limits, output format, and acceptance criteria before running any script.
Primary implementation surface: scripts/main.py.
Reference guidance: references/ contains supporting rules, prompts, or checklists.
Parameters to clarify first: input path, output path, scope filters, thresholds, and any domain-specific constraints.
Output discipline: keep results reproducible, identify assumptions explicitly, and avoid undocumented side effects.

Quick Check

Use this command to verify that the packaged script entry point can be parsed before deeper execution.

bash

python -m py_compile scripts/main.py

Audit-Ready Commands

Use these concrete commands for validation. They are intentionally self-contained and avoid placeholder paths.

bash

python -m py_compile scripts/main.py
python scripts/main.py --help

Workflow

Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work.
Validate that the request matches the documented scope and stop early if the task would require unsupported assumptions.
Use the packaged script path or the documented reasoning path with only the inputs that are actually available.
Return a structured result that separates assumptions, deliverables, risks, and unresolved items.
If execution fails or inputs are incomplete, switch to the fallback path and state exactly what blocked full completion.

Show full SKILL.md (284 more words)Show less

Quick Start

python

from scripts.cover_prompter import CoverPrompter

prompter = CoverPrompter()

# Generate prompt
prompt = prompter.create_prompt(
    research_topic="CRISPR gene editing",
    visual_style="photorealistic",
    mood="hopeful",
    key_elements=["DNA strands", "molecular scissors", "cells"]
)

Core Capabilities

1. Prompt Generation

python

prompt = prompter.generate(
    subject="cancer immunotherapy",
    style="scientific illustration",
    color_scheme="blue_gradient",
    complexity="high"
)

Prompt Structure:

Subject description
Artistic style
Color palette
Lighting and mood
Technical specifications

2. Style Selection

python

style_guide = prompter.select_style(
    journal_type="nature",
    subject_matter="molecular_biology"
)

Journal Styles:

Nature: Dramatic, artistic
Cell: Clean, molecular focus
Science: Conceptual, broad appeal
Medical journals: Clinical, professional

3. Technical Specs

python

specs = prompter.get_specs(
    journal="Nature",
    cover_type="front"
)

# Returns dimensions, resolution, color mode

CLI Usage

text

python scripts/cover_prompter.py \
  --topic "neuroscience synaptic transmission" \
  --style artistic \
  --output prompt.txt

Skill ID: 211 | Version: 1.0 | License: MIT

Output Requirements

Every final response should make these items explicit when they are relevant:

Objective or requested deliverable
Inputs used and assumptions introduced
Workflow or decision path
Core result, recommendation, or artifact
Constraints, risks, caveats, or validation needs
Unresolved items and next-step checks

Error Handling

If required inputs are missing, state exactly which fields are missing and request only the minimum additional information.
If the task goes outside the documented scope, stop instead of guessing or silently widening the assignment.
If scripts/main.py fails, report the failure point, summarize what still can be completed safely, and provide a manual fallback.
Do not fabricate files, citations, data, search results, or execution outcomes.

Input Validation

This skill accepts requests that match the documented purpose of journal-cover-prompter 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:

journal-cover-prompter only handles its documented workflow. Please provide the missing required inputs or switch to a more suitable skill.

References

references/audit-reference.md - Supported scope, audit commands, and fallback boundaries

Response Template

Use the following fixed structure for non-trivial requests:

Objective
Inputs Received
Assumptions
Workflow
Deliverable
Risks and Limits
Next Checks

If the request is simple, you may compress the structure, but still keep assumptions and limits explicit when they affect correctness.

Files

SKILL.md and 3 other files (scripts, references) in scientific-skills/Academic Writing/journal-cover-prompter of aipoch/medical-research-skills.

SKILL.md
journal-cover-prompter_audit_result_v2.json
references/audit-reference.md
scripts/main.py

Open the folder on GitHubat commit 686e09d

Compare with similar skills

Journal Cover Prompter 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.

Journal Cover Prompter compared with similar skills
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Journal Cover Prompter this skillaipoch/medical-research-skills	1.9k	—	~1.8k	Automated safety check: Pass	MIT	24 days ago
Guizang Material Illustrationop7418/guizang-material-illustration	1.2k	—	~1.6k	Automated safety check: Pass	None	3 mo ago
Image Genfastclaw-ai/fastclaw	1.4k	—	~417	Automated safety check: Pass	Custom licence	yesterday
SEO Image GeneratorAgriciDaniel/claude-seo	19k	2 repos	~2.1k	Automated safety check: Pass	MIT	6 days ago
Cover Anchor Systemponyodong2026/ponyo-cover-anchor-system	190	—	~1.1k	Automated safety check: Pass	None	3 mo ago
Design Masterminhnv0807/ai-business-skills	609	—	~4.6k	Automated safety check: Pass	MIT	29 days ago

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Questions about Journal Cover Prompter

What does Journal Cover Prompter do?

A skill your agent uses when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Journal Cover Prompter is an agent skill from aipoch/medical-research-skills. Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts.

When should I use Journal Cover Prompter?

Journal Cover Prompter fits situations like: creating journal cover images; generating scientific artwork prompts; designing graphical abstracts.

How do I install Journal Cover Prompter in Claude Code?

Run `npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a claude-code`. Or copy the skill folder (scientific-skills/Academic Writing/journal-cover-prompter in aipoch/medical-research-skills) into .claude/skills/journal-cover-prompter in your project. Claude Code loads it when a task matches its description.

How do I install Journal Cover Prompter in Codex?

Run `npx skills add aipoch/medical-research-skills --skill journal-cover-prompter -a codex`. Or copy the skill folder (scientific-skills/Academic Writing/journal-cover-prompter in aipoch/medical-research-skills) into .agents/skills/journal-cover-prompter in your project. Codex loads it when a task matches its description.

Can I use Journal Cover Prompter 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 aipoch/medical-research-skills --skill journal-cover-prompter -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-cover-prompter, .gemini/skills/journal-cover-prompter, .github/skills/journal-cover-prompter and .opencode/skills/journal-cover-prompter in your project.

What does Journal Cover Prompter need to run?

Going by SKILL.md and its folder, Journal Cover Prompter needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Journal Cover Prompter 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 Cover Prompter 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Journal Cover Prompter use?

Journal Cover Prompter is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Journal Cover Prompter use?

About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 195 tokens, read only when the agent opens those files.

What are the alternatives to Journal Cover Prompter?

Skills that share tags, products or a category with Journal Cover Prompter: Guizang Material Illustration (op7418/guizang-material-illustration, 1.2k stars), Image Gen (fastclaw-ai/fastclaw, 1.4k stars), SEO Image Generator (AgriciDaniel/claude-seo, 19k stars) and Cover Anchor System (ponyodong2026/ponyo-cover-anchor-system, 190 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Journal Cover Prompter?

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.

Install Journal Cover Prompter

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Journal Cover Image Prompter

When to Use

Key Features

Dependencies

Example Usage

Implementation Details

Quick Check

Audit-Ready Commands

Workflow

Quick Start

Core Capabilities

1. Prompt Generation

2. Style Selection

3. Technical Specs

CLI Usage

Output Requirements

Error Handling

Input Validation

References

Response Template

Files

Compare with similar skills

Similar skills

More from aipoch/medical-research-skills

Related

Questions about Journal Cover Prompter