Agent skill

Conference Research

by nanoAgentTeam in nanoAgentTeam/research-claw

Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance…

MITAuto-check passedResearch & Science

Install Conference Research

skills CLI
$ npx skills add nanoAgentTeam/research-claw --skill conference-research -a claude-code

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

GitHub CLI
$ gh skill install nanoAgentTeam/research-claw conference-research --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/nanoAgentTeam/research-claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/config/.skills/conference-research .claude/skills/conference-research && 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
conference-research
GitHub stars
293
Token cost
~823 tokens
SKILL.md length
286 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
MIT

At a glance

Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance…

  • Works in 5 steps: NLP Venues: ACL / EMNLP / NAACL / EACL /… → ML Venues: NeurIPS / ICLR / ICML → Systems Venues: MLSys / OSDI / SOSP /… → …
  • Tasks that involve Academic paper search
  • SKILL.md covers Source Priority (try in order), Critical Anti-Patterns (NEVER… and Analysis Workflow (after…
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Conference Research is an agent skill from nanoAgentTeam/research-claw. Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance preferences, or look up CFP requirements.

Its SKILL.md is about 820 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 Academic paper search. It works with arXiv. The repository describes itself as: A self-hosted AI assistant for academic research — manages your papers, searches literature, tracks deadlines, and answers you on the channels you already use. The licence is MIT.

When your agent uses it

  • Tasks that involve Academic paper search

Example prompts

  • “/conference-research”

Requirements

  • Pre-approved tools (allowed-tools): web_search, web_fetch, read_file

Workflow steps

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

  1. NLP Venues: ACL / EMNLP / NAACL / EACL / COLING
  2. ML Venues: NeurIPS / ICLR / ICML
  3. Systems Venues: MLSys / OSDI / SOSP / EuroSys
  4. Cross-Venue Search via Semantic Scholar
  5. CFP and Acceptance Criteria

What it can do on your machine

Read from SKILL.md and the folder at commit ce3a4ac. 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:

    • web_search
    • web_fetch
    • read_file

    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

Conference Research loads about 823 tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 286 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~823

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

The full file from nanoAgentTeam/research-claw at commit ce3a4ac, republished under its MIT licence (© nanoAgentTeam). 286 words, ~823 tokens.

Download SKILL.mdSave it as .claude/skills/conference-research/SKILL.md (or your agent's skills folder).
name
conference-research
description
Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance preferences, or look up CFP requirements.
allowed-tools
web_search, web_fetch, read_file

[SKILL: CONFERENCE RESEARCH PROTOCOL]

When researching papers from specific academic venues, standard arxiv_search with venue names WILL FAIL — conference names never appear in arXiv paper titles. Use the source-specific strategies below instead.

Source Priority (try in order)

1. NLP Venues: ACL / EMNLP / NAACL / EACL / COLING

ACL Anthology is the authoritative proceedings database for all ACL-family venues.

web_search: site:aclanthology.org "{topic}" {year}
web_search: site:aclanthology.org "{year}.{venue-code}-main"

Venue codes: acl-long, acl-short, emnlp-main, naacl-main, eacl-main

Examples:

  • EMNLP 2024 long-document papers → site:aclanthology.org "long document" 2024.emnlp-main
  • ACL 2023 RAG papers → site:aclanthology.org "retrieval augmented" 2023.acl-long
2. ML Venues: NeurIPS / ICLR / ICML

All three now use OpenReview. Do NOT use site:proceedings.mlr.press — it is not well-indexed by web search. Do NOT quote the topic phrase; use bare keywords:

web_search: site:openreview.net {topic keywords} NeurIPS 2024
web_search: site:openreview.net {topic keywords} ICLR 2024
web_search: site:openreview.net {topic keywords} ICML 2024

Examples:

  • NeurIPS 2024 long context papers → site:openreview.net long context NeurIPS 2024
  • ICLR 2025 RAG papers → site:openreview.net retrieval augmented generation ICLR 2025
3. Systems Venues: MLSys / OSDI / SOSP / EuroSys

Use DBLP:

web_search: site:dblp.org {venue-abbrev} {year} {topic keywords}

If DBLP returns no results, fall back to a plain web search:

web_search: {venue} {year} {topic keywords} accepted papers
4. Cross-Venue Search via Semantic Scholar
web_search: site:semanticscholar.org "{topic}" venue:"{Conference Full Name}"
5. CFP and Acceptance Criteria

To find Call for Papers, review criteria, or scope descriptions:

web_search: "{Conference} {year} call for papers"
web_search: "{Conference} {year} submission guidelines"
web_search: "{Conference} {year} review criteria"
web_search: "{Conference} {year} acceptance rate topics"

Critical Anti-Patterns (NEVER do these)

  • ❌ arxiv_search with ti:"ACL" or ti:"EMNLP" — conference names are not in arXiv paper titles
  • ❌ Using arxiv_search alone to find venue-specific accepted papers
  • ❌ Asserting conference preferences based on openalex metadata alone without cross-checking content
  • ❌ Treating ACL Findings / Workshop as equivalent to Main Conference acceptance

Analysis Workflow (after collecting papers)

  1. Note each paper's track (Main / Findings / Workshop) — do not conflate them
  2. Group papers by methodological approach, not just topic keyword
  3. Extract style signals from abstracts and method sections (theoretical vs empirical, task breadth vs depth)
  4. Require ≥ 3 papers as evidence before stating a venue preference pattern
  5. Cross-validate CFP scope text against the collected paper sample

© nanoAgentTeam, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in config/.skills/conference-research of nanoAgentTeam/research-claw.

Open the folder on GitHubat commit ce3a4ac

Compare with similar skills

Conference Research 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.

Conference Research compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Conference Research this skillnanoAgentTeam/research-claw293—~823Automated safety check: PassMIT
Read arXiv Paperkarpathy/nanochat59k1 repos~494Automated safety check: PassMIT
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Openalex Databaseneflibata-feng/MyArxiv-Agent12612 repos~3kAutomated safety check: PassCustom licence
Citation ManagementK-Dense-AI/claude-scientific-writer2.4k2 repos~3.9kAutomated safety check: NotesMIT
Citation Managementneflibata-feng/MyArxiv-Agent12619 repos~8.1kAutomated safety check: NotesMIT

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  • Cvpr Iccv Eccv

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  • Icml

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Works with

Questions about Conference Research

What does Conference Research do?

Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance…. Conference Research is an agent skill from nanoAgentTeam/research-claw.), analyze venue acceptance preferences, or look up CFP requirements.

When should I use Conference Research?

Conference Research fits situations like: tasks that involve Academic paper search.

How do I install Conference Research in Claude Code?

Run `npx skills add nanoAgentTeam/research-claw --skill conference-research -a claude-code`. Or copy the skill folder (config/.skills/conference-research in nanoAgentTeam/research-claw) into .claude/skills/conference-research in your project. Claude Code loads it when a task matches its description.

How do I install Conference Research in Codex?

Run `npx skills add nanoAgentTeam/research-claw --skill conference-research -a codex`. Or copy the skill folder (config/.skills/conference-research in nanoAgentTeam/research-claw) into .agents/skills/conference-research in your project. Codex loads it when a task matches its description.

Can I use Conference Research 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 nanoAgentTeam/research-claw --skill conference-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/conference-research, .gemini/skills/conference-research, .github/skills/conference-research and .opencode/skills/conference-research in your project.

What does Conference Research need to run?

SKILL.md names no scripts, command-line tools or credentials: Conference Research is instructions for the agent only. Its frontmatter pre-approves these tools: web_search, web_fetch, read_file.

Does Conference Research 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 Conference Research 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 Conference Research use?

Conference Research is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Conference Research use?

About 823 tokens (SKILL.md is roughly 3.3k 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 Conference Research?

Skills that share tags, products or a category with Conference Research: 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 Management (K-Dense-AI/claude-scientific-writer, 2.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Conference Research?

nanoAgentTeam (a GitHub organization) maintains it in nanoAgentTeam/research-claw, which has 293 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on June 8, 2026.

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