Agent skill

Paper Writing Pipeline

by GRIND-Lab-Core in GRIND-Lab-Core/night_owl_research_agent

Full paper writing pipeline. An agent skill from GRIND-Lab-Core/night_owl_research_agent.

No licenceAuto-check: warningsDocuments & Office

Install Paper Writing Pipeline

The automated check flagged lines worth reading first. See the safety section below.

skills CLI
$ npx skills add GRIND-Lab-Core/night_owl_research_agent --skill paper-writing-pipeline -a claude-code

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

GitHub CLI
$ gh skill install GRIND-Lab-Core/night_owl_research_agent paper-writing-pipeline --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/GRIND-Lab-Core/night_owl_research_agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-writing-pipeline .claude/skills/paper-writing-pipeline && 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
paper-writing-pipeline
GitHub stars
106
Token cost
~5.5k tokens
SKILL.md length
1,788 words
Files
1
Skills in repo
19
Repo updated
First seen
Licence
None found

At a glance

Full paper writing pipeline. An agent skill from GRIND-Lab-Core/night_owl_research_agent.

  • Works in 6 steps: Paper Plan → Figure Generation → Manuscript Drafting → …
  • User says write paper pipeline
  • SKILL.md covers Overview, Constants, Inputs and Pipeline, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Paper Writing Pipeline is an agent skill from GRIND-Lab-Core/night_owl_research_agent. Full paper writing pipeline. Orchestrates paper-plan → paper-figure-generate → paper-draft → paper-review-loop → paper-covert to go from upstream research artifacts to a polished, submission-ready manuscript package (Markdown → LaTeX → PDF + DOCX). Use when user says "write paper pipeline", "paper writing", or wants the complete paper generation workflow.

Its SKILL.md is about 5.5k 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 Documents & Office, covering Scientific writing and Peer review. It works with LaTeX and Microsoft Word. The repository describes itself as: Fully automatic AI research agent for Geoscientists, Remote Sensing researchers, and GIScientists. Features harness engineering, GeoBenchmark (OLS/GWR/MGWR), journal templates…

When your agent uses it

  • User says write paper pipeline
  • Wants the complete paper generation workflow

Example prompts

  • “write paper pipeline”
  • “paper writing”
  • “/paper-writing-pipeline”

Requirements

  • Python 3
  • Pre-approved tools (allowed-tools): Bash(*), Read, Write, Edit, Grep, Glob, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Paper Plan
  2. Figure Generation
  3. Manuscript Drafting
  4. Review and Revision Loop
  5. Conversion and Submission Package
  6. Final Report

What it can do on your machine

Read from SKILL.md and the folder at commit 5f7a246. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash(*)
    • Read
    • Write
    • Edit
    • Grep
    • Glob
    • Agent
    • Skill
    • mcp__codex__codex
    • mcp__codex__codex-reply

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    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

Paper Writing Pipeline loads about 5.5k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 1,788 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~95
When it runs · the whole SKILL.md, loaded when a task matches
~5.5k

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: warnings

The automated check found patterns that need a careful read before installing.

  • WarningTells the agent its actions are pre-authorized / not to stop for confirmationSKILL.md:389
    t << 'EOF' > file`) to write in chunks. Do NOT ask the user for permission — just do it silently.
  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash(*), Read, Write, Edit, Grep, Glob, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply

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 1,788 words (~5,489 tokens).

“Orchestrate a complete paper writing workflow for: $ARGUMENTS”

— opening of SKILL.md by GRIND-Lab-Core
name
paper-writing-pipeline
allowed-tools
Bash(*), Read, Write, Edit, Grep, Glob, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply
argument-hint
narrative-report-path-or-topic

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/paper-writing-pipeline of GRIND-Lab-Core/night_owl_research_agent.

Open the folder on GitHubat commit 5f7a246

Compare with similar skills

Paper Writing Pipeline 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.

Paper Writing Pipeline compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Paper Writing Pipeline this skillGRIND-Lab-Core/night_owl_research_agent106—~5.5kAutomated safety check: WarnNone
Academic Paper Writing PipelineImbad0202/academic-research-skills51k—~16kAutomated safety check: PassCustom licence
PaperjurySpark-To-Paper-Skills/paperjury1.2k—~5.3kAutomated safety check: PassMIT
Paper Revieweunomia-bpf/ActPlane104—~3.8kAutomated safety check: PassMIT
Academic Paperbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~7.3kAutomated safety check: PassCustom licence
Academic Writing Assistantdonghuixin/AI-Vibe-Writing-Skills497—~616Automated safety check: PassMIT

Similar skills

  • Academic Paper Writing Pipeline

    Imbad0202/academic-research-skills

    Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.

    51k GitHub stars~16k tokensUpdated yesterday
    Research & ScienceAuto-check passed
  • Paperjury

    Spark-To-Paper-Skills/paperjury

    Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML).

    1.2k GitHub stars~5.3k tokensUpdated 1 mo ago
    Documents & OfficeAuto-check passed
  • Paper Review

    eunomia-bpf/ActPlane

    Review and fix academic writing in a LaTeX paper section. An agent skill from eunomia-bpf/ActPlane.

    104 GitHub stars~3.8k tokensUpdated yesterday
    Documents & OfficeAuto-check passed
  • Academic Paper

    brycewang-stanford/Auto-Empirical-Research-Skills

    Academic paper writing skill with 12-agent pipeline. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.

    4.6k GitHub stars~7.3k tokensUpdated 5 days ago
    Documents & OfficeAuto-check passed
  • Academic Writing Assistant

    donghuixin/AI-Vibe-Writing-Skills

    Drafts and revises academic prose in the author's voice, repairs sentence flow, traces systems-paper claims to evidence and prepares reviewer responses.

    497 GitHub stars~616 tokensUpdated 28 days ago
    Writing & ContentAuto-check passed
  • AI Review Skill

    NeuroDong/Ai-Review

    Generates structured AI paper reviews (SoT style) for LaTeX, PDF, and Word manuscripts.

    628 GitHub stars~2.5k tokensUpdated 1 mo ago
    Documents & OfficeAuto-check passed

More from GRIND-Lab-Core/night_owl_research_agent

All 19 skills in this repo
  • Research Review

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    Get a deep critical review of research idea from GPT via Codex MCP.

    106 GitHub starsUsed in 5 repos~1.1k tokens
    Auto-check: notes
  • Deploy Experiment

    GRIND-Lab-Core/night_owl_research_agent

    Deploy and run experiments for ML/DL training (local, remote, or Modal GPU) AND spatial data science / GIScience experiments (local, data-driven).

    106 GitHub stars~5k tokensUpdated 5 mo ago
    Auto-check: notes
  • Experiment Design

    GRIND-Lab-Core/night_owl_research_agent

    Turn a refined GIScience / remote sensing / spatial data science proposal into a detailed, claim-driven experiment roadmap.

    106 GitHub stars~3.3k tokensUpdated 5 mo ago
    Auto-check: warnings
  • Experiment Design Pipeline

    GRIND-Lab-Core/night_owl_research_agent

    Run an end-to-end workflow that chains the skills refine-research and experiment-design.

    106 GitHub stars~2.1k tokensUpdated 5 mo ago
    Auto-check: warnings
  • Generate Idea

    GRIND-Lab-Core/night_owl_research_agent

    Generate and rank research ideas given a broad direction. An agent skill from GRIND-Lab-Core/night_owl_research_agent.

    106 GitHub stars~3.2k tokensUpdated 5 mo ago
    Auto-check: warnings
  • Data Download

    GRIND-Lab-Core/night_owl_research_agent

    Discover, evaluate, and download publicly available datasets from the internet.

    106 GitHub stars~8.1k tokensUpdated 5 mo ago
    Auto-check: warnings

Questions about Paper Writing Pipeline

What does Paper Writing Pipeline do?

Full paper writing pipeline. An agent skill from GRIND-Lab-Core/night_owl_research_agent. Paper Writing Pipeline is an agent skill from GRIND-Lab-Core/night_owl_research_agent. Full paper writing pipeline.

When should I use Paper Writing Pipeline?

Paper Writing Pipeline fits situations like: user says write paper pipeline; wants the complete paper generation workflow.

How do I install Paper Writing Pipeline in Claude Code?

Run `npx skills add GRIND-Lab-Core/night_owl_research_agent --skill paper-writing-pipeline -a claude-code`. Or copy the skill folder (skills/paper-writing-pipeline in GRIND-Lab-Core/night_owl_research_agent) into .claude/skills/paper-writing-pipeline in your project. Claude Code loads it when a task matches its description.

How do I install Paper Writing Pipeline in Codex?

Run `npx skills add GRIND-Lab-Core/night_owl_research_agent --skill paper-writing-pipeline -a codex`. Or copy the skill folder (skills/paper-writing-pipeline in GRIND-Lab-Core/night_owl_research_agent) into .agents/skills/paper-writing-pipeline in your project. Codex loads it when a task matches its description.

Can I use Paper Writing Pipeline 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 GRIND-Lab-Core/night_owl_research_agent --skill paper-writing-pipeline -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-writing-pipeline, .gemini/skills/paper-writing-pipeline, .github/skills/paper-writing-pipeline and .opencode/skills/paper-writing-pipeline in your project.

What does Paper Writing Pipeline need to run?

SKILL.md names no scripts, command-line tools or credentials: Paper Writing Pipeline is instructions for the agent only. Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash(*), Read, Write, Edit, Grep, Glob, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply.

Does Paper Writing Pipeline 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 Paper Writing Pipeline safe to install?

Our automated static check of SKILL.md flagged 1 warning(s): tells the agent its actions are pre-authorized / not to stop for confirmation. Read the flagged lines before installing; the check is not a guarantee either way.

What licence does Paper Writing Pipeline use?

No licence was found for Paper Writing Pipeline or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Paper Writing Pipeline use?

About 5.5k tokens (SKILL.md is roughly 22k 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 Paper Writing Pipeline?

Skills that share tags, products or a category with Paper Writing Pipeline: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Paperjury (Spark-To-Paper-Skills/paperjury, 1.2k stars), Paper Review (eunomia-bpf/ActPlane, 104 stars) and Academic Paper (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Paper Writing Pipeline?

GRIND-Lab-Core (a GitHub organization) maintains it in GRIND-Lab-Core/night_owl_research_agent, which has 106 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on May 6, 2026.

Source: GRIND-Lab-Core/night_owl_research_agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.