Agent skill

Msom Theory Development

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision…

No licenceAuto-check passed

Install Msom Theory Development

skills CLI
$ npx skills add franklee16/academic-research-skills --skill msom-theory-development -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills msom-theory-development --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/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-theory-development .claude/skills/msom-theory-development && 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/

Facts

Skill name
msom-theory-development
GitHub stars
223
Used in
1 other repo
Token cost
~898 tokens
SKILL.md length
350 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision…

  • Building the analytical model
  • SKILL.md covers When to trigger, For analytical papers (the…, For empirical papers and Keep the operations decision…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision

What it does

Msom Theory Development is an agent skill from franklee16/academic-research-skills. Use when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision, objective, and uncertainty; deriving structural results; or specifying the operational mechanism behind an empirical hypothesis. Adapts theory work to M&SOM's dominant analytical/stochastic-modeling tradition.

Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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

  • Building the analytical model
  • Operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision
  • Deriving structural results
  • Specifying the operational mechanism behind an empirical hypothesis

Example prompts

  • “/msom-theory-development”

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

Msom Theory Development loads about 898 tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 350 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~102
When it runs · the whole SKILL.md, loaded when a task matches
~898

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 350 words (~898 tokens).

“M&SOM's historically dominant methodology is analytical/stochastic operations modeling. A strong model makes the operational decision explicit and yields structural insight, not just a numerical answer:”

— opening of SKILL.md by franklee16
name
msom-theory-development

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-theory-development 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

Msom Theory Development 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.

Msom Theory Development compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Msom Theory Development this skillfranklee16/academic-research-skills2231 repos~898Automated safety check: PassNone
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Analytics Trackingalirezarezvani/claude-skills28k1 repos~3.8kAutomated safety check: PassMIT
Analyticsgetsentry/sentry46k—~2.5kAutomated safety check: PassCustom licence
Debugging MCP AnalyticsPostHog/posthog40k—~7.6kAutomated safety check: PassCustom licence
It Operationsdavila7/claude-code-templates32k1 repos~3.7kAutomated safety check: PassMIT

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Questions about Msom Theory Development

What does Msom Theory Development do?

A skill your agent uses when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision…. Msom Theory Development is an agent skill from franklee16/academic-research-skills. Use when building the analytical model or operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision, objective, and uncertainty; deriving structural results; or specifying the operational mechanism behind an empirical hypothesis.

When should I use Msom Theory Development?

Msom Theory Development fits situations like: building the analytical model; operational mechanism at the core of a Manufacturing & Service Operations Management (M&SOM) manuscript — formulating the decision; deriving structural results; specifying the operational mechanism behind an empirical hypothesis.

How do I install Msom Theory Development in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill msom-theory-development -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-theory-development in franklee16/academic-research-skills) into .claude/skills/msom-theory-development in your project. Claude Code loads it when a task matches its description.

How do I install Msom Theory Development in Codex?

Run `npx skills add franklee16/academic-research-skills --skill msom-theory-development -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Manufacturing-and-Service-Operations-Management-Skills/skills/msom-theory-development in franklee16/academic-research-skills) into .agents/skills/msom-theory-development in your project. Codex loads it when a task matches its description.

Can I use Msom Theory Development 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 msom-theory-development -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-theory-development, .gemini/skills/msom-theory-development, .github/skills/msom-theory-development and .opencode/skills/msom-theory-development in your project.

What does Msom Theory Development need to run?

SKILL.md names no scripts, command-line tools or credentials: Msom Theory Development is instructions for the agent only.

Does Msom Theory Development 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 Msom Theory Development 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 Msom Theory Development use?

No licence was found for Msom Theory Development or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Msom Theory Development use?

About 898 tokens (SKILL.md is roughly 3.6k 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 Msom Theory Development?

Skills that share tags, products or a category with Msom Theory Development: Operator Theory (parcadei/Continuous-Claude-v3, 3.9k stars), Analytics Tracking (alirezarezvani/claude-skills, 28k stars), Analytics (getsentry/sentry, 46k stars) and Debugging MCP Analytics (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Msom Theory Development?

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.