Agent skill

Writing Research Papers

by flyrank-bih in flyrank-bih/flyrank-ml-internship-starter

Structures and writes a public research page — canonical sections (abstract through limitations), storytelling that carries findings, chart hygiene, referencing for credibility, repurposing for…

Custom licenceAuto-check passedWriting & Content

Install Writing Research Papers

skills CLI
$ npx skills add flyrank-bih/flyrank-ml-internship-starter --skill writing-research-papers -a claude-code

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

GitHub CLI
$ gh skill install flyrank-bih/flyrank-ml-internship-starter writing-research-papers --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/flyrank-bih/flyrank-ml-internship-starter.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/writing-research-papers .claude/skills/writing-research-papers && 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
writing-research-papers
GitHub stars
140
Token cost
~787 tokens
SKILL.md length
410 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
Custom licence

At a glance

Structures and writes a public research page — canonical sections (abstract through limitations), storytelling that carries findings, chart hygiene, referencing for credibility, repurposing for…

  • Works in 9 steps: Title + Abstract — 5 sentences: question… → Introduction / Problem — the decision… → Data — source, size, time windows, what… → …
  • Turning finished analysis into a paper
  • SKILL.md covers The canonical sections (in…, Storytelling that isn't spin, Reading design (people skim) and Repurpose the same work, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Writing Research Papers is an agent skill from flyrank-bih/flyrank-ml-internship-starter. Structures and writes a public research page — canonical sections (abstract through limitations), storytelling that carries findings, chart hygiene, referencing for credibility, repurposing for different audiences. Use when turning finished analysis into a paper, portfolio page, or public write-up.

Its SKILL.md is about 790 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 Writing & Content, covering Storytelling and Content repurposing. The repository describes itself as: Starter repo for the FlyRank ML Internship - a runnable ML pipeline on real anonymized Google Search data, with Colab notebooks. Fork it, build your capstone in it.

When your agent uses it

  • Turning finished analysis into a paper
  • Public write-up

Example prompts

  • “Use the writing-research-papers skill to structure and writes a public research page — canonical sections (abstract through limitations)…”
  • “/writing-research-papers”

Workflow steps

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

  1. Title + Abstract — 5 sentences: question → data → method → headline result → what it's
  2. Introduction / Problem — the decision this supports, and why it matters. One real
  3. Data — source, size, time windows, what you excluded and why. Public-safe: no private
  4. Methodology — assumptions, features, how the label is defined, the baseline, the
  5. Results — model vs baseline, same split, base rate visible. Tables for precision,
  6. Limitations & honest framing — what this work cannot claim. Writing this section
  7. Ranked recommendations — the "so what": what a person should do first, with reasons.
  8. Reproducibility — links to the notebooks and repo; seeds; how to rerun.
  9. Acknowledgments & data credit — name and link your data source. Standard practice, and

What it can do on your machine

Read from SKILL.md and the folder at commit 882b73e. 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

Writing Research Papers loads about 787 tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 410 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~81
When it runs · the whole SKILL.md, loaded when a task matches
~787

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 410 words (~787 tokens).

“A paper is your work, retold so a stranger can trust it in ten minutes. Structure does half the job; honest storytelling does the rest.”

— opening of SKILL.md by flyrank-bih, Custom licence
name
writing-research-papers

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/writing-research-papers of flyrank-bih/flyrank-ml-internship-starter.

Open the folder on GitHubat commit 882b73e

Compare with similar skills

Writing Research Papers 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.

Writing Research Papers compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Writing Research Papers this skillflyrank-bih/flyrank-ml-internship-starter140—~787Automated safety check: PassCustom licence
Linkedin Post GeneratorVarnan-Tech/opendirectory674—~2.6kAutomated safety check: NotesMIT
Socialcoreyhaines31/marketingskills54k4 repos~4.5kAutomated safety check: PassMIT
Social Contentfreekmurze/dotfiles1k23 repos~2.1kAutomated safety check: PassNone
Data Storytellingynulihao/AgentSkillOS61815 repos~2.8kAutomated safety check: PassNone
Changelog Social RecapFlorianBruniaux/claude-code-ultimate-guide6.1k—~1.8kAutomated safety check: NotesCC-BY-SA-4.0

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Questions about Writing Research Papers

What does Writing Research Papers do?

Structures and writes a public research page — canonical sections (abstract through limitations), storytelling that carries findings, chart hygiene, referencing for credibility, repurposing for…. Writing Research Papers is an agent skill from flyrank-bih/flyrank-ml-internship-starter. Structures and writes a public research page — canonical sections (abstract through limitations), storytelling that carries findings, chart hygiene, referencing for credibility, repurposing for different audiences.

When should I use Writing Research Papers?

Writing Research Papers fits situations like: turning finished analysis into a paper; public write-up.

How do I install Writing Research Papers in Claude Code?

Run `npx skills add flyrank-bih/flyrank-ml-internship-starter --skill writing-research-papers -a claude-code`. Or copy the skill folder (skills/writing-research-papers in flyrank-bih/flyrank-ml-internship-starter) into .claude/skills/writing-research-papers in your project. Claude Code loads it when a task matches its description.

How do I install Writing Research Papers in Codex?

Run `npx skills add flyrank-bih/flyrank-ml-internship-starter --skill writing-research-papers -a codex`. Or copy the skill folder (skills/writing-research-papers in flyrank-bih/flyrank-ml-internship-starter) into .agents/skills/writing-research-papers in your project. Codex loads it when a task matches its description.

Can I use Writing Research Papers 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 flyrank-bih/flyrank-ml-internship-starter --skill writing-research-papers -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/writing-research-papers, .gemini/skills/writing-research-papers, .github/skills/writing-research-papers and .opencode/skills/writing-research-papers in your project.

What does Writing Research Papers need to run?

SKILL.md names no scripts, command-line tools or credentials: Writing Research Papers is instructions for the agent only.

Does Writing Research Papers 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 Writing Research Papers 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 Writing Research Papers use?

Writing Research Papers has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Writing Research Papers use?

About 787 tokens (SKILL.md is roughly 3.1k 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 Writing Research Papers?

Skills that share tags, products or a category with Writing Research Papers: Linkedin Post Generator (Varnan-Tech/opendirectory, 674 stars), Social (coreyhaines31/marketingskills, 54k stars), Social Content (freekmurze/dotfiles, 1k stars) and Data Storytelling (ynulihao/AgentSkillOS, 618 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Writing Research Papers?

flyrank-bih (a GitHub organization) maintains it in flyrank-bih/flyrank-ml-internship-starter, which has 140 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 20, 2026.

Source: flyrank-bih/flyrank-ml-internship-starter on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.