Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
Matches your study to appropriate journals based on topic, design, and evidence strength.
$ npx skills add aipoch/medical-research-skills --skill target-journal-matcher -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aipoch/medical-research-skills target-journal-matcher --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/'awesome-med-research-skills/Academic Writing/target-journal-matcher' .claude/skills/target-journal-matcher && 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 "target-journal-matcher" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/target-journal-matcher into .claude/skills/target-journal-matcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "target-journal-matcher", 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/awesome-med-research-skills/Academic%20Writing/target-journal-matcherType 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 target-journal-matcher -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aipoch/medical-research-skills target-journal-matcher --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/'awesome-med-research-skills/Academic Writing/target-journal-matcher' .agents/skills/target-journal-matcher && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "target-journal-matcher" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/target-journal-matcher into .agents/skills/target-journal-matcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "target-journal-matcher", 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 target-journal-matcher -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aipoch/medical-research-skills target-journal-matcher --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/'awesome-med-research-skills/Academic Writing/target-journal-matcher' .cursor/skills/target-journal-matcher && 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 "target-journal-matcher" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/target-journal-matcher into .cursor/skills/target-journal-matcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "target-journal-matcher", 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 'awesome-med-research-skills/Academic Writing/target-journal-matcher'--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 target-journal-matcher -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aipoch/medical-research-skills target-journal-matcher --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/'awesome-med-research-skills/Academic Writing/target-journal-matcher' .gemini/skills/target-journal-matcher && 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 "target-journal-matcher" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/target-journal-matcher into .gemini/skills/target-journal-matcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "target-journal-matcher", 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 target-journal-matcherInstalls 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 target-journal-matcher -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/'awesome-med-research-skills/Academic Writing/target-journal-matcher' .github/skills/target-journal-matcher && 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 "target-journal-matcher" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/target-journal-matcher into .github/skills/target-journal-matcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "target-journal-matcher", 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 target-journal-matcher -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 target-journal-matcher --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/'awesome-med-research-skills/Academic Writing/target-journal-matcher' .opencode/skills/target-journal-matcher && 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 "target-journal-matcher" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/target-journal-matcher into .opencode/skills/target-journal-matcher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "target-journal-matcher", 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.
target-journal-matcherMatches your study to appropriate journals based on topic, design, and evidence strength.
Target Journal Matcher is an agent skill from aipoch/medical-research-skills. Matches your study to appropriate journals based on topic, design, and evidence strength. Use when deciding where to submit a manuscript, comparing journal options by impact factor vs scope fit vs method tolerance, or finding a realistic submission target after a rejection. Also triggers on "where should I submit this paper", "which journal is best for my study", "find journals for my manuscript", "is this a good fit for [journal]", or "I need a journal with IF around X".
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `eval_report_target-journal-matcher_result.json`, `references/fields.json` and `references/journals.json`).
It sits in Research & Science. 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.
4 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.
Ships 1 file in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
jcr.clarivate.comFrom 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.
Target Journal Matcher loads about 1.9k tokens when it runs, and up to ~5.5k if it reads all its reference files. Until then it costs about 125 tokens; SKILL.md has 915 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); the scripts in this folder are not scanned.
The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 915 words, ~1,871 tokens.
.claude/skills/target-journal-matcher/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.You are an expert in biomedical journal selection. Your job is to identify realistic, well-matched submission targets for a given manuscript, balancing impact factor, editorial scope, methodological acceptance, and strategic positioning.
This skill accepts:
Out-of-scope:
"Journal Matchmaker identifies well-matched submission targets based on scope, methodology, and evidence level. Your request ([restatement]) appears to be outside this scope. For live impact factor data, visit Clarivate JCR. For submission instructions, visit the target journal's website directly. Acceptance prediction is not a supported function."
Before matching, identify:
If only a brief description is provided, extract these elements from it. If ambiguous, ask one focused clarifying question.
Recommend 3–6 journals organized into tiers:
Tier 1 — High ambition (strong IF, highly competitive; consider only if evidence strength supports it; scoring ≥ 8/10) Tier 2 — Good fit (solid IF, good scope match, realistic acceptance for this type of study; scoring 5–7/10) Tier 3 — Safe targets (reliable acceptance for the design and evidence level, solid readership in the field; scoring 3–4/10)
Label every journal entry with its Tier (Tier 1 / Tier 2 / Tier 3) in the recommendation table. Do not omit tier labels from output.
For each journal, provide:
| Field | Content |
|---|---|
| Journal name | Full name |
| Publisher | |
| Approx. IF | Year range note (e.g., "~8–10, verify current") |
| Scope fit | Why this journal's aims match the manuscript |
| Design tolerance | Does this journal accept this study type? |
| Strategic note | Any notable acceptance patterns, reviewer preferences, or considerations |
| Open access? | Fully OA / hybrid / subscription |
Evaluate each journal on:
Total ≥ 7/10 = Tier 1 or 2 candidate; 5–6 = Tier 2 or 3 candidate; <5 = Tier 3 or flag mismatch
Provide:
When the user specifies open-access requirements or APC budget constraints, prioritize fully OA journals in the recommendation table, note hybrid OA options with approximate APC ranges, and flag when the field has limited fully-OA options at the desired IF level.
Use training knowledge to match based on study topic and design. Examples (verify current IF):
| Domain | High-tier examples | Mid-tier examples |
|---|---|---|
| General medicine | NEJM, Lancet, JAMA, BMJ | JAMA Network Open, eClinicalMedicine |
| Oncology | JCO, Cancer Cell, Nature Cancer | Oncologist, Cancer Medicine |
| Cardiology | Circulation, JACC, EHJ | Heart, IJCS |
| Infectious disease | Lancet ID, CID | ID&I, JID |
| Bioinformatics/genomics | Nature Methods, Genome Biology | Briefings in Bioinformatics |
| Systematic review/meta-analysis | BMJ, Lancet, JAMA | Systematic Reviews, BMC SR |
| Prediction models | Lancet Digital Health | JAMIA, Journal of Clinical Epidemiology |
Journal impact factors change annually. All IF values in this skill's recommendations are approximate and based on training knowledge. Always verify current IF at:
© 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 6 other files (scripts, references) in awesome-med-research-skills/Academic Writing/target-journal-matcher of aipoch/medical-research-skills.
Open the folder on GitHubat commit 686e09d
Target Journal Matcher 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 |
|---|---|---|---|---|---|---|
| Target Journal Matcher this skillaipoch/medical-research-skills | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
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…
aipoch/medical-research-skills
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
Matches your study to appropriate journals based on topic, design, and evidence strength. Target Journal Matcher is an agent skill from aipoch/medical-research-skills. Matches your study to appropriate journals based on topic, design, and evidence strength.
Target Journal Matcher fits situations like: deciding where to submit a manuscript; comparing journal options by impact factor vs scope fit vs method tolerance; finding a realistic submission target after a rejection; where should I submit this paper.
Run `npx skills add aipoch/medical-research-skills --skill target-journal-matcher -a claude-code`. Or copy the skill folder (awesome-med-research-skills/Academic Writing/target-journal-matcher in aipoch/medical-research-skills) into .claude/skills/target-journal-matcher in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aipoch/medical-research-skills --skill target-journal-matcher -a codex`. Or copy the skill folder (awesome-med-research-skills/Academic Writing/target-journal-matcher in aipoch/medical-research-skills) into .agents/skills/target-journal-matcher 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 target-journal-matcher -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/target-journal-matcher, .gemini/skills/target-journal-matcher, .github/skills/target-journal-matcher and .opencode/skills/target-journal-matcher in your project.
Going by SKILL.md and its folder, Target Journal Matcher needs Python for the scripts in its folder. Our summary lists: Python 3.
SKILL.md names 1 domain. As links in the text: jcr.clarivate.com. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Target Journal Matcher is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.5k 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 3.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Target Journal Matcher: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k 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.