Agent skill

Fetch LLM Papers

by kimtth in kimtth/azure-openai-llm-notes

Refresh the LLM landscape paper pool (section/xllmpapers.md) with fetchllmpapers.py.

No licenceAuto-check passedResearch & Science

Install Fetch LLM Papers

skills CLI
$ npx skills add kimtth/azure-openai-llm-notes --skill fetch-llm-papers -a claude-code

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

GitHub CLI
$ gh skill install kimtth/azure-openai-llm-notes fetch-llm-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/kimtth/azure-openai-llm-notes.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agent/skills/fetch-llm-papers .claude/skills/fetch-llm-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
fetch-llm-papers
GitHub stars
410
Token cost
~481 tokens
SKILL.md length
123 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
None found

At a glance

Refresh the LLM landscape paper pool (section/xllmpapers.md) with fetchllmpapers.py.

  • : refreshing citation counts
  • SKILL.md covers Commands, Topics and Notes
  • Calls python; needs S2_API_KEY
  • Expanding topic coverage

What it does

Fetch LLM Papers is an agent skill from kimtth/azure-openai-llm-notes. Refresh the LLM landscape paper pool (section/xllmpapers.md) with fetchllmpapers.py. USE FOR: refreshing citation counts or expanding topic coverage. DO NOT USE FOR: hand-curated entries (use add-new-entry-from-temp-md) or bestpractices.md citation counts (use update-cite-count).

Its SKILL.md is about 480 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, covering Citation management. The repository describes itself as: A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.

When your agent uses it

  • : refreshing citation counts
  • Expanding topic coverage
  • : hand-curated entries (use add-new-entry-from-temp-md)
  • Bestpractices.md citation counts (use update-cite-count)

Example prompts

  • “/fetch-llm-papers”

Requirements

  • A credential in S2_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit c053950. 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:

    • python

    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:

    • S2_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Fetch LLM Papers loads about 481 tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 123 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~76
When it runs · the whole SKILL.md, loaded when a task matches
~481

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 123 words (~481 tokens).

“section/x_llm_papers.md is a generated list of CS papers with at least 150 citations, ranked by citation count via Semantic Scholar. models_research.md links to it. Do not edit it by hand.”

— opening of SKILL.md by kimtth
name
fetch-llm-papers

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agent/skills/fetch-llm-papers of kimtth/azure-openai-llm-notes.

Open the folder on GitHubat commit c053950

Compare with similar skills

Fetch LLM 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.

Fetch LLM Papers compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Fetch LLM Papers this skillkimtth/azure-openai-llm-notes410—~481Automated safety check: PassNone
Content Research Writerweapp-tailwindcss/weapp-tailwindcss1.9k25 repos~3.5kAutomated safety check: PassMIT
Systematic Review ScreenerImbad0202/academic-research-skills51k—~8.4kAutomated safety check: PassCustom licence
NetworkxzLanqing/codex-claude-academic-skills4.7k15 repos~3.2kAutomated safety check: PassBSD-3-Clause
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Openalex Databaseneflibata-feng/MyArxiv-Agent12612 repos~3kAutomated safety check: PassCustom licence

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  • Update Cite Count

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  • Add Temp Entries To Sections

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    Insert formatted entries from tempentries.md into the section files.

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Questions about Fetch LLM Papers

What does Fetch LLM Papers do?

Refresh the LLM landscape paper pool (section/xllmpapers.md) with fetchllmpapers.py. Fetch LLM Papers is an agent skill from kimtth/azure-openai-llm-notes.py.

When should I use Fetch LLM Papers?

Fetch LLM Papers fits situations like: : refreshing citation counts; expanding topic coverage; : hand-curated entries (use add-new-entry-from-temp-md); bestpractices.md citation counts (use update-cite-count).

How do I install Fetch LLM Papers in Claude Code?

Run `npx skills add kimtth/azure-openai-llm-notes --skill fetch-llm-papers -a claude-code`. Or copy the skill folder (.agent/skills/fetch-llm-papers in kimtth/azure-openai-llm-notes) into .claude/skills/fetch-llm-papers in your project. Claude Code loads it when a task matches its description.

How do I install Fetch LLM Papers in Codex?

Run `npx skills add kimtth/azure-openai-llm-notes --skill fetch-llm-papers -a codex`. Or copy the skill folder (.agent/skills/fetch-llm-papers in kimtth/azure-openai-llm-notes) into .agents/skills/fetch-llm-papers in your project. Codex loads it when a task matches its description.

Can I use Fetch LLM 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 kimtth/azure-openai-llm-notes --skill fetch-llm-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/fetch-llm-papers, .gemini/skills/fetch-llm-papers, .github/skills/fetch-llm-papers and .opencode/skills/fetch-llm-papers in your project.

What does Fetch LLM Papers need to run?

Going by SKILL.md and its folder, Fetch LLM Papers needs the command-line tools its instructions call (python) and credentials named S2_API_KEY. Our summary lists: A credential in S2_API_KEY.

Does Fetch LLM 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 Fetch LLM 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 Fetch LLM Papers use?

No licence was found for Fetch LLM Papers or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Fetch LLM Papers use?

About 481 tokens (SKILL.md is roughly 1.9k 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 Fetch LLM Papers?

Skills that share tags, products or a category with Fetch LLM Papers: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fetch LLM Papers?

kimtth (a GitHub user) maintains it in kimtth/azure-openai-llm-notes, which has 410 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 2, 2026.

Source: kimtth/azure-openai-llm-notes on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.