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Ors Contribution Framing

ASecurity

Use when articulating the contribution of an Operations Research (OR) manuscript — especially the mandatory cover-letter contribution statement (since 1 June 2023, fewer than 500 words) and the discussion's significance claims. Frames why the work matters to OR; it does not position against specific prior papers (ors-literature-positioning) or run experiments (ors-data-analysis).

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Added 6/6/2026
ai-agentsgo

Security Analysis

A100/100

Scanned 6/6/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill ors-contribution-framing --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: ors-contribution-framing
description: Use when articulating the contribution of an Operations Research (OR) manuscript — especially the mandatory cover-letter contribution statement (since 1 June 2023, fewer than 500 words) and the discussion's significance claims. Frames why the work matters to OR; it does not position against specific prior papers (ors-literature-positioning) or run experiments (ors-data-analysis).
---

# Contribution Framing (ors-contribution-framing)

## When to trigger

- You must write the **mandatory contribution statement** for the cover letter.
- The introduction and discussion need to state significance to the OR community.
- A reviewer says "the contribution is incremental" or "significance to OR is unclear."

## The mandatory contribution statement (OR-specific)

Since **1 June 2023**, *Operations Research* requires the cover letter to include a
statement, in **fewer than 500 words**, articulating the manuscript's **novel,
innovative, and rigorous original contribution to operations research**. Treat this as
a first-class deliverable, not boilerplate. A strong statement:

- Names the **methodological contribution** in one or two sentences a non-specialist OR
  reader can grasp (new model class, first provable guarantee, tighter bound/rate,
  algorithm with better complexity, new analysis technique).
- Says **what was not possible before** and is now — the precise delta over prior art.
- Establishes **rigor**: which results are theorems/propositions and what they
  guarantee; that computation/simulation is reproducible.
- States **significance**: which OR problems, methods, or applications this changes.
- Stays under the **500-word** cap and avoids drowning in notation.

## Frame the three pillars: novel · innovative · rigorous

| Pillar | Make concrete |
|--------|---------------|
| Novel | The specific model/result/technique that did not exist before |
| Innovative | Why the approach is non-obvious; the idea that unlocks the result |
| Rigorous | The proved guarantees; tightness; reproducible computation |

## Carry significance into the paper

- **Equation-free introduction:** state the problem, the results, and their
  significance to the OR community *in words* — the introduction must contain **no
  equations or mathematical notation**. Draft these significance sentences here so the
  intro and the contribution statement are consistent.
- **Discussion:** spell out implications for OR theory and practice, the limits of the
  results (where assumptions bind), and concrete open problems the work opens.

## Anti-patterns

- A contribution statement that just summarizes the paper instead of naming the delta.
- Listing "we study X" without "what is provably new."
- Overflowing the 500-word cap or filling it with equations.
- An introduction that leans on notation the equation-free rule forbids.
- Significance claims in the cover letter that the results do not support.

## Output format

```
【Contribution statement】<500 words; novel/innovative/rigorous covered? word count: ...
【Delta】what is provably new vs. prior art
【Equation-free intro lines】problem / results / significance (no notation)
【Discussion】implications + limits (where assumptions bind) + open problems
【Next step】ors-tables-figures or ors-writing-style
```

Attribution

brycewang-stanfordbrycewang-stanford
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