Agent skill

Rs Paper Pipeline

A skill your agent uses when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and…

MITAuto-check passedData & Analytics

Install Rs Paper Pipeline

skills CLI

$ npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a claude-code

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

GitHub CLI

$ gh skill install thinson/RS-PaperClaw rs-paper-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/thinson/RS-PaperClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rs-paper-pipeline .claude/skills/rs-paper-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/

Paste into Claude Code

Install the "rs-paper-pipeline" agent skill from https://github.com/thinson/RS-PaperClaw/tree/main/skills/rs-paper-pipeline into .claude/skills/rs-paper-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rs-paper-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

$skill-installer install https://github.com/thinson/RS-PaperClaw/tree/main/skills/rs-paper-pipeline

Type 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.

skills CLI

$ npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install thinson/RS-PaperClaw rs-paper-pipeline --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/thinson/RS-PaperClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/rs-paper-pipeline .agents/skills/rs-paper-pipeline && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "rs-paper-pipeline" agent skill from https://github.com/thinson/RS-PaperClaw/tree/main/skills/rs-paper-pipeline into .agents/skills/rs-paper-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rs-paper-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.

skills CLI

$ npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install thinson/RS-PaperClaw rs-paper-pipeline --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/thinson/RS-PaperClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/rs-paper-pipeline .cursor/skills/rs-paper-pipeline && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "rs-paper-pipeline" agent skill from https://github.com/thinson/RS-PaperClaw/tree/main/skills/rs-paper-pipeline into .cursor/skills/rs-paper-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rs-paper-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

$ gemini skills install https://github.com/thinson/RS-PaperClaw.git --path skills/rs-paper-pipeline

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install thinson/RS-PaperClaw rs-paper-pipeline --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/thinson/RS-PaperClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/rs-paper-pipeline .gemini/skills/rs-paper-pipeline && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "rs-paper-pipeline" agent skill from https://github.com/thinson/RS-PaperClaw/tree/main/skills/rs-paper-pipeline into .gemini/skills/rs-paper-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rs-paper-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.

GitHub CLI

$ gh skill install thinson/RS-PaperClaw rs-paper-pipeline

Installs 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).

skills CLI

$ npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/thinson/RS-PaperClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/rs-paper-pipeline .github/skills/rs-paper-pipeline && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "rs-paper-pipeline" agent skill from https://github.com/thinson/RS-PaperClaw/tree/main/skills/rs-paper-pipeline into .github/skills/rs-paper-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rs-paper-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.

skills CLI

$ npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install thinson/RS-PaperClaw rs-paper-pipeline --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/thinson/RS-PaperClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/rs-paper-pipeline .opencode/skills/rs-paper-pipeline && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "rs-paper-pipeline" agent skill from https://github.com/thinson/RS-PaperClaw/tree/main/skills/rs-paper-pipeline into .opencode/skills/rs-paper-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rs-paper-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: rs-paper-pipeline
GitHub stars: 230
Token cost: ~319 tokens
SKILL.md length: 97 words
Files: 55 (incl. scripts)
Skills in repo: 1
Repo updated: Oct 9, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and…

Maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers
SKILL.md covers Required environment, Entry points and Filtering rules
Runs Python and Shell scripts from its folder; calls python3; needs GITHUB_TOKEN and LLM_API_KEY
Creates per-paper issues

What it does

Rs Paper Pipeline is an agent skill from thinson/RS-PaperClaw. Use this skill when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and syncs dailyreports back to the repository.

Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. The skill folder holds 56 other files, including scripts (for example `AGENT_GUIDE_RS_PIPELINE.md`, `CONTRIBUTING.md` and `CUSTOMIZATION_GUIDE.md`).

It sits in Data & Analytics, covering Geospatial analysis. It works with arXiv and Python. The repository describes itself as: 🦞 Stop reading remote sensing papaers manually — RS-PaperClaw auto-tracks, auto-analyzes, and auto-digests remote sensing papers. The licence is MIT.

When your agent uses it

Maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers
Creates per-paper issues
Builds daily digests
Reconciles issue sets

Example prompts

“/rs-paper-pipeline”

Requirements

Python 3
A Bash shell
A credential in GITHUB_TOKEN
A credential in LLM_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit 7a89e96. 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
Ships 6 files in scripts/ (Python and Shell, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
- python3
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 these keys or tokens, usually read from environment variables:
- GITHUB_TOKEN
- LLM_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Rs Paper Pipeline loads about 319 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 97 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~62
When it runs · the whole SKILL.md, loaded when a task matches: ~319

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); the scripts in this folder are not scanned.

SKILL.md

The full file from thinson/RS-PaperClaw at commit 7a89e96, republished under its MIT licence (© thinson). 97 words, ~319 tokens.

Download SKILL.mdSave it as .claude/skills/rs-paper-pipeline/SKILL.md (or your agent's skills folder). This skill also uses 54 other files; get the full folder from GitHub.

name: rs-paper-pipeline
description: Use this skill when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and syncs daily_reports back to the repository.

Operate this skill from skills/rs-paper-pipeline/.

Required environment

GITHUB_TOKEN
LLM_API_KEY

Optional:

DINGTALK_WEBHOOK
FEISHU_TARGET
RS_GITHUB_REPO
LLM_MODEL
LLM_API_URL

Entry points

environment check:
- python3 scripts/cli.py doctor
standard pipeline run:
- python3 scripts/cli.py run
historical replay without notify:
- python3 scripts/cli.py run --date YYYYMMDD --no-notify
filter preview:
- python3 scripts/cli.py filter --dry-run --date YYYYMMDD
reconcile issue set:
- python3 scripts/cli.py reconcile --date YYYYMMDD --dry-run
- python3 scripts/cli.py reconcile --date YYYYMMDD

Filtering rules

Do not hardcode article-list rules in Python.

remote-sensing query terms and regex live in scripts/config/filter_keywords.json
the LLM cross-filter prompt lives in scripts/prompts/filter_cross_prompt.md

If filtering behavior changes, update those files first, then validate with filter --dry-run.

Files

SKILL.md and 54 other files (scripts) in skills/rs-paper-pipeline of thinson/RS-PaperClaw.

SKILL.md
.env.example
.gitignore
AGENT_GUIDE_RS_PIPELINE.md
CONTRIBUTING.md
CUSTOMIZATION_GUIDE.md
LICENSE
Makefile
PROJECT_OVERVIEW.md
README.md
RUNBOOK_RS_PIPELINE.md
bootstrap.sh
requirements.txt
scripts/PIPELINE_SOP.md
scripts/build_report_site.py
scripts/cli.py
scripts/clients/__init__.py
scripts/clients/arxiv_client.py
scripts/clients/arxiv_oai.py
… and 36 more

Open the folder on GitHubat commit 7a89e96

Compare with similar skills

Rs Paper 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.

Rs Paper Pipeline compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Rs Paper Pipeline this skillthinson/RS-PaperClaw	230	—	~319	Automated safety check: Pass	MIT	2 days ago
Remote Sensing Research Radarlimi124/remote-sensing-research-radar	143	—	~1.3k	Automated safety check: Pass	None	5 mo ago
GeoPandas Spatial Analysisdavila7/claude-code-templates	33k	10 repos	~1.8k	Automated safety check: Pass	MIT	today
GeomasterLeonChaoX/qinyan-academic-skills	944	1 repos	~2.9k	Automated safety check: Pass	MIT	2 mo ago
GeomasterK-Dense-AI/scientific-agent-skills	48k	1 repos	~2.8k	Automated safety check: Pass	MIT	6 days ago
GeopandasK-Dense-AI/scientific-agent-skills	48k	1 repos	~3.8k	Automated safety check: Notes	MIT	6 days ago

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Works with

Questions about Rs Paper Pipeline

What does Rs Paper Pipeline do?

A skill your agent uses when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and…. Rs Paper Pipeline is an agent skill from thinson/RS-PaperClaw. Use this skill when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and syncs dailyreports back to the repository.

When should I use Rs Paper Pipeline?

Rs Paper Pipeline fits situations like: maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers; creates per-paper issues; builds daily digests; reconciles issue sets.

How do I install Rs Paper Pipeline in Claude Code?

Run `npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a claude-code`. Or copy the skill folder (skills/rs-paper-pipeline in thinson/RS-PaperClaw) into .claude/skills/rs-paper-pipeline in your project. Claude Code loads it when a task matches its description.

How do I install Rs Paper Pipeline in Codex?

Run `npx skills add thinson/RS-PaperClaw --skill rs-paper-pipeline -a codex`. Or copy the skill folder (skills/rs-paper-pipeline in thinson/RS-PaperClaw) into .agents/skills/rs-paper-pipeline in your project. Codex loads it when a task matches its description.

Can I use Rs Paper 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 thinson/RS-PaperClaw --skill rs-paper-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/rs-paper-pipeline, .gemini/skills/rs-paper-pipeline, .github/skills/rs-paper-pipeline and .opencode/skills/rs-paper-pipeline in your project.

What does Rs Paper Pipeline need to run?

Going by SKILL.md and its folder, Rs Paper Pipeline needs Python and a shell for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named GITHUB_TOKEN and LLM_API_KEY. Our summary lists: Python 3; A Bash shell; A credential in GITHUB_TOKEN; A credential in LLM_API_KEY.

Does Rs Paper 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 Rs Paper Pipeline 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Rs Paper Pipeline use?

Rs Paper Pipeline is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Rs Paper Pipeline use?

About 319 tokens (SKILL.md is roughly 1.3k 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 Rs Paper Pipeline?

Skills that share tags, products or a category with Rs Paper Pipeline: Remote Sensing Research Radar (limi124/remote-sensing-research-radar, 143 stars), GeoPandas Spatial Analysis (davila7/claude-code-templates, 33k stars), Geomaster (LeonChaoX/qinyan-academic-skills, 944 stars) and Geomaster (K-Dense-AI/scientific-agent-skills, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Rs Paper Pipeline?

thinson (a GitHub user) maintains it in thinson/RS-PaperClaw, which has 230 GitHub stars. The repository was last updated on October 9, 2026.

Source: thinson/RS-PaperClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Rs Paper Pipeline

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Required environment

Entry points

Filtering rules

Files

Compare with similar skills

Similar skills

Remote Sensing Research Radar

GeoPandas Spatial Analysis

Geomaster

Geomaster

Geopandas

Geomaster

Related

Questions about Rs Paper Pipeline