Read arXiv Paper
karpathy/nanochat
Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.
Complete 4-stage end-to-end research pipeline. An agent skill from GRIND-Lab-Core/night_owl_research_agent.
Install Full Pipeline
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GRIND-Lab-Core/night_owl_research_agent full-pipeline --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/full-pipeline .claude/skills/full-pipeline && rm -rf skills-srcUse ~/.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/
Install the "full-pipeline" agent skill from https://github.com/GRIND-Lab-Core/night_owl_research_agent/tree/main/skills/full-pipeline into .claude/skills/full-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-pipeline", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/GRIND-Lab-Core/night_owl_research_agent/tree/main/skills/full-pipelineType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GRIND-Lab-Core/night_owl_research_agent full-pipeline --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GRIND-Lab-Core/night_owl_research_agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/full-pipeline .agents/skills/full-pipeline && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "full-pipeline" agent skill from https://github.com/GRIND-Lab-Core/night_owl_research_agent/tree/main/skills/full-pipeline into .agents/skills/full-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-pipeline", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GRIND-Lab-Core/night_owl_research_agent full-pipeline --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GRIND-Lab-Core/night_owl_research_agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/full-pipeline .cursor/skills/full-pipeline && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "full-pipeline" agent skill from https://github.com/GRIND-Lab-Core/night_owl_research_agent/tree/main/skills/full-pipeline into .cursor/skills/full-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-pipeline", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/GRIND-Lab-Core/night_owl_research_agent.git --path skills/full-pipeline--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GRIND-Lab-Core/night_owl_research_agent full-pipeline --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GRIND-Lab-Core/night_owl_research_agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/full-pipeline .gemini/skills/full-pipeline && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "full-pipeline" agent skill from https://github.com/GRIND-Lab-Core/night_owl_research_agent/tree/main/skills/full-pipeline into .gemini/skills/full-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-pipeline", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install GRIND-Lab-Core/night_owl_research_agent full-pipelineInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/GRIND-Lab-Core/night_owl_research_agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/full-pipeline .github/skills/full-pipeline && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "full-pipeline" agent skill from https://github.com/GRIND-Lab-Core/night_owl_research_agent/tree/main/skills/full-pipeline into .github/skills/full-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-pipeline", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install GRIND-Lab-Core/night_owl_research_agent full-pipeline --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GRIND-Lab-Core/night_owl_research_agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/full-pipeline .opencode/skills/full-pipeline && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "full-pipeline" agent skill from https://github.com/GRIND-Lab-Core/night_owl_research_agent/tree/main/skills/full-pipeline into .opencode/skills/full-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "full-pipeline", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
full-pipeline- GitHub stars
- 106
- Token cost
- ~3.9k tokens
- SKILL.md length
- 1,589 words
- Files
- 1
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- None found
At a glance
Complete 4-stage end-to-end research pipeline. An agent skill from GRIND-Lab-Core/night_owl_research_agent.
- Works in 4 steps: Idea Discovery (/idea-discovery-pipeline) → Autonomous Experiment Execution… → Autonomous Review Loop (/auto-review-loop) → …
- Research & Science work in your project
- SKILL.md covers Constants, Startup: Load Context, Check &…, Stage 1 — Idea Discovery… and Stage 2 — Autonomous…, plus 4 more sections
- Calls codex
What it does
Full Pipeline is an agent skill from GRIND-Lab-Core/night_owl_research_agent. Complete 4-stage end-to-end research pipeline. Orchestrates idea-discovery-pipeline → deploy-experiment → auto-review-loop → generate-report. Reads RESEARCHPLAN.md (or BRIEF.md as fallback) for context that overrides $ARGUMENTS.
Its SKILL.md is about 3.9k 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 Research & Science. It works with arXiv. 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
- Research & Science work in your project
Example prompts
- “/full-pipeline”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Idea Discovery (/idea-discovery-pipeline)
- Autonomous Experiment Execution (/deploy-experiment)
- Autonomous Review Loop (/auto-review-loop)
- Report Writing (/generate-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 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
Shell commands in SKILL.md call:
codex
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
Full Pipeline loads about 3.9k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 1,589 words of instructions outside code blocks.
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:240
t << 'EOF' > file`) to write in chunks. Do NOT ask the user for permission — just do it silently.
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 1,589 words (~3,916 tokens).
“End-to-end research pipeline. You are the pipeline conductor — you sequence the four sub-skills, check gates, and persist state across sessions.”
- name
- full-pipeline
- tools
- all
- argument-hint
- research-idea-description
- flags.COMPACT_MODE
- false
Files
Just SKILL.md in skills/full-pipeline of GRIND-Lab-Core/night_owl_research_agent.
Open the folder on GitHubat commit 5f7a246
Compare with similar skills
Full 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Full Pipeline this skillGRIND-Lab-Core/night_owl_research_agent | 106 | — | ~3.9k | Automated safety check: Warn | None | |
| Read arXiv Paperkarpathy/nanochat | 59k | 1 repos | ~494 | Automated safety check: Pass | MIT | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT |
Similar skills
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Openalex Database
neflibata-feng/MyArxiv-Agent
Query and analyze scholarly literature using the OpenAlex database.
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Citation Management
K-Dense-AI/claude-scientific-writer
Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.
Citation Management
neflibata-feng/MyArxiv-Agent
Comprehensive citation management for academic research. An agent skill from neflibata-feng/MyArxiv-Agent.
More from GRIND-Lab-Core/night_owl_research_agent
All 19 skills in this repoResearch Review
GRIND-Lab-Core/night_owl_research_agent
Get a deep critical review of research idea from GPT via Codex MCP.
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).
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.
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.
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.
Data Download
GRIND-Lab-Core/night_owl_research_agent
Discover, evaluate, and download publicly available datasets from the internet.
Related
Works with
Categories
Questions about Full Pipeline
What does Full Pipeline do?
Complete 4-stage end-to-end research pipeline. An agent skill from GRIND-Lab-Core/night_owl_research_agent. Full Pipeline is an agent skill from GRIND-Lab-Core/night_owl_research_agent. Complete 4-stage end-to-end research pipeline.
When should I use Full Pipeline?
Full Pipeline fits situations like: research & Science work in your project.
How do I install Full Pipeline in Claude Code?
Run `npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a claude-code`. Or copy the skill folder (skills/full-pipeline in GRIND-Lab-Core/night_owl_research_agent) into .claude/skills/full-pipeline in your project. Claude Code loads it when a task matches its description.
How do I install Full Pipeline in Codex?
Run `npx skills add GRIND-Lab-Core/night_owl_research_agent --skill full-pipeline -a codex`. Or copy the skill folder (skills/full-pipeline in GRIND-Lab-Core/night_owl_research_agent) into .agents/skills/full-pipeline in your project. Codex loads it when a task matches its description.
Can I use Full 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 full-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/full-pipeline, .gemini/skills/full-pipeline, .github/skills/full-pipeline and .opencode/skills/full-pipeline in your project.
What does Full Pipeline need to run?
Going by SKILL.md and its folder, Full Pipeline needs the command-line tools its instructions call (codex).
Does Full 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 Full 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 Full Pipeline use?
No licence was found for Full Pipeline or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Full Pipeline use?
About 3.9k tokens (SKILL.md is roughly 16k 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 Full Pipeline?
Skills that share tags, products or a category with Full Pipeline: Read arXiv Paper (karpathy/nanochat, 59k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Openalex Database (neflibata-feng/MyArxiv-Agent, 126 stars) and Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Full 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.