Agent skill

Pom Contribution Framing

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when framing the contribution of a Production and Operations Management (POM) manuscript — stating the managerial insight for practicing operations managers and the advance…

No licenceAuto-check passedData & Analytics

Install Pom Contribution Framing

skills CLI
$ npx skills add franklee16/academic-research-skills --skill pom-contribution-framing -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills pom-contribution-framing --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/Production-and-Operations-Management-Skills/skills/pom-contribution-framing .claude/skills/pom-contribution-framing && 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
pom-contribution-framing
GitHub stars
223
Used in
1 other repo
Token cost
~841 tokens
SKILL.md length
357 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when framing the contribution of a Production and Operations Management (POM) manuscript — stating the managerial insight for practicing operations managers and the advance…

  • Works in 5 steps: Decision maker & decision. Name the… → Knowledge gap. What does the target… → Practice gap. What can managers not… → …
  • Tied to the target Department
  • SKILL.md covers When to trigger, POM's twin gate: knowledge AND…, Build the contribution in this… and Translate technique into…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Pom Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when framing the contribution of a Production and Operations Management (POM) manuscript — stating the managerial insight for practicing operations managers and the advance to OM knowledge, tied to the target Department. Frames the contribution; it does not run the analysis (pom-data-analysis) or polish prose (pom-writing-style).

Its SKILL.md is about 840 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 Data & Analytics, covering Brand voice and tone and Data analysis. 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

  • Tied to the target Department
  • Tasks that involve Brand voice and tone
  • Tasks that involve Data analysis

Example prompts

  • “/pom-contribution-framing”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Decision maker & decision. Name the operations actor (plant manager, supply-chain planner, hospital operations lead, platform operator)…
  2. Knowledge gap. What does the target Department's OM literature not yet explain or solve?
  3. Practice gap. What can managers not currently decide well — and what does it cost them?
  4. The result as a lever. Give at least one result that changes practice (a policy, contract term, staffing rule, sourcing decision) and one…
  5. Department fit. State explicitly which Department this contributes to, so routing and framing align.

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

Pom Contribution Framing loads about 841 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 357 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
When it runs · the whole SKILL.md, loaded when a task matches
~841

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 357 words (~841 tokens).

“POM's central acceptance question is whether the work is of significant interest to practicing operations managers and makes a substantial contribution to knowledge and practice. Frame both, explicitly — a contribution that advances theory but offers no operational lever, or…”

— opening of SKILL.md by franklee16
name
pom-contribution-framing

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Production-and-Operations-Management-Skills/skills/pom-contribution-framing 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

Pom Contribution Framing 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.

Pom Contribution Framing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Pom Contribution Framing this skillfranklee16/academic-research-skills2231 repos~841Automated safety check: PassNone
Etp Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.8kAutomated safety check: PassMIT
Jais Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.2kAutomated safety check: PassMIT
Jams Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Jfqa Workflowbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Jmis Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.2kAutomated safety check: PassMIT

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Questions about Pom Contribution Framing

What does Pom Contribution Framing do?

A skill your agent uses when framing the contribution of a Production and Operations Management (POM) manuscript — stating the managerial insight for practicing operations managers and the advance…. Pom Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when framing the contribution of a Production and Operations Management (POM) manuscript — stating the managerial insight for practicing operations managers and the advance to OM knowledge, tied to the target Department.

When should I use Pom Contribution Framing?

Pom Contribution Framing fits situations like: tied to the target Department; tasks that involve Brand voice and tone; tasks that involve Data analysis.

How do I install Pom Contribution Framing in Claude Code?

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

How do I install Pom Contribution Framing in Codex?

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

Can I use Pom Contribution Framing 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 pom-contribution-framing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pom-contribution-framing, .gemini/skills/pom-contribution-framing, .github/skills/pom-contribution-framing and .opencode/skills/pom-contribution-framing in your project.

What does Pom Contribution Framing need to run?

SKILL.md names no scripts, command-line tools or credentials: Pom Contribution Framing is instructions for the agent only.

Does Pom Contribution Framing 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 Pom Contribution Framing 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 Pom Contribution Framing use?

No licence was found for Pom Contribution Framing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Pom Contribution Framing use?

About 841 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.

What are the alternatives to Pom Contribution Framing?

Skills that share tags, products or a category with Pom Contribution Framing: Etp Tables Figures (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jais Tables Figures (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jams Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Jfqa Workflow (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pom Contribution Framing?

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.