A skill your agent uses when shaping or stress-testing a research question for Manufacturing & Service Operations Management (M&SOM) — confirming an operations decision is central, choosing the…
$ npx skills add franklee16/academic-research-skills --skill msom-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills msom-topic-selection --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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection .claude/skills/msom-topic-selection && 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 "msom-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection into .claude/skills/msom-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "msom-topic-selection", 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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selectionType 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 msom-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills msom-topic-selection --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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection .agents/skills/msom-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "msom-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection into .agents/skills/msom-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "msom-topic-selection", 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 msom-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills msom-topic-selection --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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection .cursor/skills/msom-topic-selection && 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 "msom-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection into .cursor/skills/msom-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "msom-topic-selection", 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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection--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 msom-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills msom-topic-selection --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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection .gemini/skills/msom-topic-selection && 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 "msom-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection into .gemini/skills/msom-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "msom-topic-selection", 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 msom-topic-selectionInstalls 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 msom-topic-selection -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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection .github/skills/msom-topic-selection && 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 "msom-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection into .github/skills/msom-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "msom-topic-selection", 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 msom-topic-selection -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 msom-topic-selection --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/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection .opencode/skills/msom-topic-selection && 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 "msom-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection into .opencode/skills/msom-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "msom-topic-selection", 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.
msom-topic-selectionA skill your agent uses when shaping or stress-testing a research question for Manufacturing & Service Operations Management (M&SOM) — confirming an operations decision is central, choosing the…
Msom Topic Selection is an agent skill from franklee16/academic-research-skills. Use when shaping or stress-testing a research question for Manufacturing & Service Operations Management (M&SOM) — confirming an operations decision is central, choosing the analytical-vs-empirical lane, and matching the question to the right editorial Department before any modeling or data work begins.
Its SKILL.md is about 850 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 Testing & QA, covering Load testing and Hypothesis generation. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
Read from SKILL.md and the folder at commit 9a4b2db. 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.
Msom Topic Selection loads about 845 tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 373 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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 373 words (~845 tokens).
“M&SOM's defining screen is that an operations decision or problem is central to the contribution, not a backdrop. The journal covers the design, procurement, production, delivery, and recovery of goods and services. A strong analytics, pricing, marketing, or finance paper…”
Just SKILL.md in Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
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.
Msom Topic Selection 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 |
|---|---|---|---|---|---|---|
| Msom Topic Selection this skillfranklee16/academic-research-skills | 223 | 1 repos | ~845 | Automated safety check: Pass | None | |
| Get Available ResourcesK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Data Finderbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Epi Demand Funnelhh-health-AI/healthcare-equity | 101 | — | ~822 | Automated safety check: Pass | MIT | |
| Research Refineappleweiping/WEIPING_WIKI | 119 | — | ~887 | Automated safety check: Pass | MIT | |
| Advmat Methodsbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT |
K-Dense-AI/scientific-agent-skills
Detects host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks for resource-aware planning or before a clearly resource-sensitive local workload.
brycewang-stanford/Auto-Empirical-Research-Skills
Find and assess datasets for a research question. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
hh-health-AI/healthcare-equity
This skill should be used when the user asks for "TAM", "addressable population", "peak sales", "epi model", "how many patients", "bottoms-up market size", "penetration assumption", or wants to…
appleweiping/WEIPING_WIKI
Disciplined idea refinement for research projects. An agent skill from appleweiping/WEIPING_WIKI.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when deciding what characterization and experimental detail an Advanced Materials manuscript must show to prove its structure–property claim, and what belongs in the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when the credibility of the causal evaluation of a policy is the bottleneck for an AEJ: Economic Policy manuscript — DID/event study, IV, RDD/bunching, or RCT of a program.
franklee16/academic-research-skills
End-to-end econometric analysis and economics/management paper-writing workflow.
franklee16/academic-research-skills
Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.
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…
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…
franklee16/academic-research-skills
Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.
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…
Categories
A skill your agent uses when shaping or stress-testing a research question for Manufacturing & Service Operations Management (M&SOM) — confirming an operations decision is central, choosing the…. Msom Topic Selection is an agent skill from franklee16/academic-research-skills. Use when shaping or stress-testing a research question for Manufacturing & Service Operations Management (M&SOM) — confirming an operations decision is central, choosing the analytical-vs-empirical lane, and matching the question to the right editorial Department before any modeling or data work begins.
Msom Topic Selection fits situations like: stress-testing a research question for Manufacturing & Service Operations Management (M&SOM) — confirming an operations decision is central; choosing the analytical-vs-empirical lane; matching the question to the right editorial Department before any modeling; data work begins.
Run `npx skills add franklee16/academic-research-skills --skill msom-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection in franklee16/academic-research-skills) into .claude/skills/msom-topic-selection in your project. Claude Code loads it when a task matches its description.
Run `npx skills add franklee16/academic-research-skills --skill msom-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-topic-selection in franklee16/academic-research-skills) into .agents/skills/msom-topic-selection 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 franklee16/academic-research-skills --skill msom-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/msom-topic-selection, .gemini/skills/msom-topic-selection, .github/skills/msom-topic-selection and .opencode/skills/msom-topic-selection in your project.
SKILL.md names no scripts, command-line tools or credentials: Msom Topic Selection 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.
No licence was found for Msom Topic Selection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 845 tokens (SKILL.md is roughly 3.4k 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 Msom Topic Selection: Get Available Resources (K-Dense-AI/scientific-agent-skills, 48k stars), Data Finder (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Epi Demand Funnel (hh-health-AI/healthcare-equity, 101 stars) and Research Refine (appleweiping/WEIPING_WIKI, 119 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.
