Expertise·Research

Research Paper Writing

Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing…

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Buy it · $45 Read it before you buy $45 Written by Master-cai · unverified publisher
Context cost
13.3k tokensestimated from the bundle, loaded when it triggers
Bundle
14 files · 53.1 kBtext throughout, nothing executable
Licence
MITpaid listing
Last change
no release on file
Servers it uses
Noneruns standalone

What it does

Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; polishing figures/tables; checking claim-support alignment; or performing self-review before submission.

Installed, it changes the agent in these ways.

What this skill changes about the agent is not written down here yet. The listing was collected from its source, and the description is in its own SKILL.md.

Expertise

Domain judgement the base model does not have.

academic-writingpaperpeer-reviewediting
Filed under

Research

The skill itself

This is the whole product. A skill is instructions the model reads, so there is nothing behind the listing you cannot see first — the front matter loads with every session, and the body below it loads when the skill triggers.

SKILL.md4.8 kB · 100 lines
--- name: research-paper-writing description: Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; polishing figures/tables; checking claim-support alignment; or performing self-review before submission. ---
5# Research Paper Writing
6
7## Overview
8
9Use this skill to rewrite a research paper into a reviewer-friendly, high-clarity draft.
10Prioritize first-impression quality (figures/tables/layout), logical flow, and evidence-backed claims.
11
12## Core Workflow
13
141. Clarify the paper story before sentence-level edits.
152. Use section-specific guidance in references/.
163. Rewrite paragraph-by-paragraph with one message per paragraph.
174. Run reverse outlining after writing each section.
185. Check every major claim in Abstract/Introduction against experimental evidence.
196. Run final-paper adversarial review with references/paper-review.md.
20
21## Global Principles
22
231. Keep one paragraph for one message only.
242. State the paragraph message in the first sentence.
253. Make nouns self-contained; define new terms before reusing them.
264. Maintain sentence-to-sentence flow (cause, contrast, consequence, or refinement).
275. Iterate with adversarial self-review: read as a skeptical reviewer.
286. Treat visual quality as core content, not decoration.
297. Use a clean teaser and pipeline figure.
308. Use readable, minimal-ink tables.
319. Keep formatting consistent and tidy.
32
33## Paragraph Clarity Check (Important)
34
35Use this quick test whenever the user asks whether a paragraph "flows" or is clear.
36
371. Read as an external reader:
38 - Does this paragraph have one explicit message?
39 - Does the first sentence state what this paragraph will do?
40 - Are all key nouns/terms readable without hidden context?
41 - Does each sentence connect to the previous one with a clear relation (cause, contrast, consequence, refinement, example)?
422. Run reverse outlining for the current section:
43 - Write down thesis/main claim.
44 - Write down each paragraph topic sentence.
45 - Write down the evidence/explanation points under each paragraph.
46 - Check mapping: topic sentence -> thesis, and evidence -> topic sentence.
47 - Revise or remove any paragraph that cannot be mapped cleanly.
483. If flow is still weak, add temporary section headers and explicit transition phrases during revision, then remove unnecessary headers before finalizing.
49
50Source reference for this check:
51
52- references/does-my-writing-flow-source.md
53
54## Section Guides
55
56Load only the needed section file:
57
58- Introduction: references/introduction.md
59- Abstract: references/abstract.md
60- Related Work: references/related-work.md
61- Method: references/method.md
62- Experiments: references/experiments.md
63- Conclusion: references/conclusion.md
64- Paper review (Paper Review): references/paper-review.md
65- Paragraph clarity source: references/does-my-writing-flow-source.md
66- Example bank index: references/examples/index.md
67
68## Paper Review Core Points
69
70Use references/paper-review.md for the full checklist and workflow.
71
721. Add an end-of-draft self-review question list in five dimensions:
73 - contribution,
74 - writing clarity,
75 - experimental strength,
76 - evaluation completeness,
77 - method design soundness.
782. Treat claim-evidence alignment as a hard constraint, especially for Abstract and Introduction.
793. Perform adversarial writing: review as a skeptical reviewer and resolve every high-risk question.
804. Revise until major rejection risks are explicitly addressed.
81
82## Execution Rules
83
841. Build a mini-outline before drafting prose.
852. For each subsection, explicitly include motivation, design, and technical advantage when applicable.
863. Avoid writing style that looks like incremental patching of a naive baseline.
874. Keep terminology stable across the full paper.
885. If a claim cannot be supported by results, weaken or remove the claim.
896. Before finalizing, append and answer a five-dimension self-review question list, then revise the paper based on unresolved items.
907. Do not load all section references (Introduction/Abstract/Related Work/Method/Experiments/Conclusion) at once; load only the specific section guide needed for the current edit target.
91
92## Output Contract
93
94When asked to rewrite or draft sections, return:
95
961. A compact section outline (3-7 bullets).
972. Revised paragraphs with explicit paragraph roles (opening/challenge/method/advantage/evidence/limitation).
983. A short self-review checklist covering clarity, flow, terminology consistency, unsupported claims, and missing evidence.
994. A claim-evidence map for each major claim in the revised text using Claim: ... | Evidence: ... | Status: supported/needs evidence.
100
In the file
SKILL.md634 words
Files14
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈100
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
13,175
on trigger
The instruction body and 13 supporting files, read only when the skill fires.
6.6%
of a 200k window
Ten skills this size would take about 66% of the window before you open a file.
050k100k150k200k context window

13.3k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

Adoption
Installsnone yet
Ratingno reviews yet

The procedure it runs

The procedure has not been published here. It is in the skill’s own SKILL.md, which its author has not sent to the marketplace yet.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It writes no files and reaches no network. All it changes is how the model reasons and writes.

What it asks for
Writes filesno
Network accessno

Read from the allowed-tools line of this skill’s own SKILL.md. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

14 files, 53.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md4.8 kB
  • agents/openai.yaml0.2 kB
  • references/abstract.md3.6 kB
  • references/conclusion.md1.2 kB
  • references/does-my-writing-flow-source.md5.0 kB
  • references/experiments.md4.5 kB
  • references/introduction.md15.0 kB
  • references/method.md6.3 kB
  • references/paper-review.md5.4 kB
  • references/related-work.md1.3 kB
  • references/examples/abstract-examples.md0.9 kB
  • references/examples/index.md2.4 kB
  • references/examples/introduction-examples.md1.5 kB
  • references/examples/method-examples.md1.0 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 14 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

$45 once
Research Paper Writing · MIT · Master-cai
one-time
Price$45 once
LicenceMIT — the author’s, unchanged by this purchase
Paid throughStripe, once, on the card you add at the checkout
Keeps workingfor good — the files are yours once they are on disk
Updatesevery update its author ships, delivered through this account

You can read the whole bundle before paying — the SKILL.md above is the product, not a preview of it. What the money buys is the delivery: the folder packaged and handed to your machine by key, every update its author ships, and our support if it does not do what this listing says. The terms of use are MIT, set by the author and unchanged by buying it here.

Payment runs through Stripe, on a page like this one rather than a redirect. Once there is an account it joins the same mcprush invoice as everything else you run, so there is never a second card to enter.

Which clients pick it up on their own

A skill is a folder of text. A client with a skills folder reads it without being told; everywhere else the same text works, it is just handed to the model rather than found.

Claude Code.claude/skills/
Claude Desktop
ChatGPT
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok.grok/skills/
Zed.agents/skills/
Windsurf.windsurf/skills/
Agent SDK.claude/skills/
HTTP / API
This release
Versionnot versioned
Publishedno release date on file
Price$45
Referencemaster-cai/research-paper-writing

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v
  • No earlier releases have been published to the marketplace.
Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

no reviews yet · no installs yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Who can post

Only accounts that have had the skill installed for fourteen days, so a review is written after living with it rather than after reading it. Publishers may reply once.

Who wrote it

MA
Master-cai

Publishes on mcprush.

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