Clinical Trials Database
google-deepmind/science-skills
Query ClinicalTrials.gov via APIv2. An agent skill from google-deepmind/science-skills.
A skill your agent uses when judging whether a clinical study clears JAMA's general-medical-importance bar before investing in a full submission.
Install Jama Scope Fit
$ npx skills add franklee16/academic-research-skills --skill jama-scope-fit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jama-scope-fit --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit .claude/skills/jama-scope-fit && 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 "jama-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit into .claude/skills/jama-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-scope-fit", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fitType 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 franklee16/academic-research-skills --skill jama-scope-fit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jama-scope-fit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit .agents/skills/jama-scope-fit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jama-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit into .agents/skills/jama-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-scope-fit", 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 franklee16/academic-research-skills --skill jama-scope-fit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jama-scope-fit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit .cursor/skills/jama-scope-fit && 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 "jama-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit into .cursor/skills/jama-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-scope-fit", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit--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 franklee16/academic-research-skills --skill jama-scope-fit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jama-scope-fit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit .gemini/skills/jama-scope-fit && 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 "jama-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit into .gemini/skills/jama-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-scope-fit", 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 franklee16/academic-research-skills jama-scope-fitInstalls 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 franklee16/academic-research-skills --skill jama-scope-fit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit .github/skills/jama-scope-fit && 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 "jama-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit into .github/skills/jama-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-scope-fit", 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 franklee16/academic-research-skills --skill jama-scope-fit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills jama-scope-fit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit .opencode/skills/jama-scope-fit && 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 "jama-scope-fit" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit into .opencode/skills/jama-scope-fit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jama-scope-fit", 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
jama-scope-fit- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~999 tokens
- SKILL.md length
- 396 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when judging whether a clinical study clears JAMA's general-medical-importance bar before investing in a full submission.
- Works in 4 steps: Does it change what a practicing… → Is the question clinically important,… → Is the evidence near the top of the… → …
- Judging whether a clinical study clears JAMAs general-medical-importance bar before investing in a full submission
- SKILL.md covers When to trigger, The general-medical-importance…, Article-type match (verify… and Checklist, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jama Scope Fit is an agent skill from franklee16/academic-research-skills. Use when judging whether a clinical study clears JAMA's general-medical-importance bar before investing in a full submission. Assesses fit and article-type match; it does NOT design the study or write the paper.
Its SKILL.md is about 1000 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 Clinical and healthcare research. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Judging whether a clinical study clears JAMAs general-medical-importance bar before investing in a full submission
- Tasks that involve Clinical and healthcare research
Example prompts
- “/jama-scope-fit”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Does it change what a practicing clinician thinks or does? A result that only matters to a single subspecialty lab rarely fits; a result…
- Is the question clinically important, not just statistically novel? Mechanistic novelty alone is off-fit; patient-relevant outcomes…
- Is the evidence near the top of the design hierarchy for the question? RCTs, large well-controlled cohorts, rigorous diagnostic-accuracy…
- Is it timely and generalizable? Single-center convenience samples that do not generalize weaken fit.
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
Jama Scope Fit loads about 999 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 396 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 396 words (~999 tokens).
“JAMA serves a broad clinician readership across all of medicine. Ask, in order:”
- name
- jama-scope-fit
Files
Just SKILL.md in Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Jama Scope Fit 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 |
|---|---|---|---|---|---|---|
| Jama Scope Fit this skillfranklee16/academic-research-skills | 223 | 1 repos | ~999 | Automated safety check: Pass | None | |
| Clinical Trials Databasegoogle-deepmind/science-skills | 3.2k | 2 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Biomedical Analysis Dispatchxjtulyc/MedgeClaw | 617 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Research Paperluwill/research-skills | 862 | — | ~1.9k | Automated safety check: Pass | None | |
| Research Proposalluwill/research-skills | 862 | — | ~4.5k | Automated safety check: Notes | None |
Similar skills
CHARLS Paper Reproduction Guide
xjtulyc/MedgeClaw
Guides an agent through reproducing papers built on the CHARLS health and retirement survey, from variable mapping to cognition, depression and isolation scores.
Biomedical Analysis Dispatch
xjtulyc/MedgeClaw
Routes bioinformatics, drug discovery, clinical and multi-omics tasks from a chat interface to Claude Code sessions running K-Dense scientific skills, with a live dashboard per task.
Research Paper
luwill/research-skills
A skill your agent uses when the user asks to write or draft an ORIGINAL RESEARCH ARTICLE — IMRaD paper, conference paper, short/workshop paper, 研究论文/期刊论文/会议论文 — reporting their own completed…
Research Proposal
luwill/research-skills
A skill your agent uses when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions…
Medical Imaging Review
LeonChaoX/qinyan-academic-skills
Write comprehensive literature reviews for medical imaging AI research.
More from franklee16/academic-research-skills
All 1,617 skills in this repoEconometric Research Writing
franklee16/academic-research-skills
End-to-end econometric analysis and economics/management paper-writing workflow.
Paper Revision
franklee16/academic-research-skills
Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.
Sci Ssci Polishing
franklee16/academic-research-skills
A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…
Research Defense Radar
franklee16/academic-research-skills
Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…
Academic Grant
franklee16/academic-research-skills
Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.
Chinese Reference Formatter Skill
franklee16/academic-research-skills
A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…
Related
Categories
Questions about Jama Scope Fit
What does Jama Scope Fit do?
A skill your agent uses when judging whether a clinical study clears JAMA's general-medical-importance bar before investing in a full submission. Jama Scope Fit is an agent skill from franklee16/academic-research-skills. Use when judging whether a clinical study clears JAMA's general-medical-importance bar before investing in a full submission.
When should I use Jama Scope Fit?
Jama Scope Fit fits situations like: judging whether a clinical study clears JAMAs general-medical-importance bar before investing in a full submission; tasks that involve Clinical and healthcare research.
How do I install Jama Scope Fit in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jama-scope-fit -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit in franklee16/academic-research-skills) into .claude/skills/jama-scope-fit in your project. Claude Code loads it when a task matches its description.
How do I install Jama Scope Fit in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jama-scope-fit -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/JAMA-Skills/skills/jama-scope-fit in franklee16/academic-research-skills) into .agents/skills/jama-scope-fit in your project. Codex loads it when a task matches its description.
Can I use Jama Scope Fit 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 franklee16/academic-research-skills --skill jama-scope-fit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jama-scope-fit, .gemini/skills/jama-scope-fit, .github/skills/jama-scope-fit and .opencode/skills/jama-scope-fit in your project.
What does Jama Scope Fit need to run?
SKILL.md names no scripts, command-line tools or credentials: Jama Scope Fit is instructions for the agent only.
Does Jama Scope Fit 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 Jama Scope Fit 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 Jama Scope Fit use?
No licence was found for Jama Scope Fit or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jama Scope Fit use?
About 999 tokens (SKILL.md is roughly 4k 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 Jama Scope Fit?
Skills that share tags, products or a category with Jama Scope Fit: Clinical Trials Database (google-deepmind/science-skills, 3.2k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Biomedical Analysis Dispatch (xjtulyc/MedgeClaw, 617 stars) and Research Paper (luwill/research-skills, 862 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jama Scope Fit?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-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.