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Agent skill

Conference Tracking

by nanoAgentTeam in nanoAgentTeam/research-claw

会议录用结果跟踪与趋势分析 — 当用户想追踪主流学术会议（ICLR/ICML/NeurIPS/AAAI/ACL等）的录用情况、分析录用趋势、或结合自身项目获取投稿建议时激活。

MITAuto-check passedResearch & Science

Install Conference Tracking

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

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

GitHub CLI
$ gh skill install nanoAgentTeam/research-claw conference-tracking --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-tracking .claude/skills/conference-tracking && 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-tracking
GitHub stars
293
Token cost
~848 tokens
SKILL.md length
411 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
MIT

At a glance

会议录用结果跟踪与趋势分析 — 当用户想追踪主流学术会议（ICLR/ICML/NeurIPS/AAAI/ACL等）的录用情况、分析录用趋势、或结合自身项目获取投稿建议时激活。

  • Works in 7 steps: Check Memory for Previously Tracked… → Discover New Conference Results → Fetch the Official Full Paper List… → …
  • Research & Science work in your project
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Conference Tracking is an agent skill from nanoAgentTeam/research-claw. 会议录用结果跟踪与趋势分析 — 当用户想追踪主流学术会议（ICLR/ICML/NeurIPS/AAAI/ACL等）的录用情况、分析录用趋势、或结合自身项目获取投稿建议时激活。

Its SKILL.md is about 850 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: 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

  • Research & Science work in your project

Example prompts

  • “/conference-tracking”

Requirements

  • Pre-approved tools (allowed-tools): web_search, web_fetch, read_file, memory_nav, memory_list, memory_get, memory_write

Workflow steps

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

  1. Check Memory for Previously Tracked Conferences
  2. Discover New Conference Results
  3. Fetch the Official Full Paper List (mandatory)
  4. Analyze Overall Trends from the Full List
  5. Project-Relevant Subset Analysis
  6. Actionable Recommendations for the Project
  7. Record Execution in Memory

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
    • memory_nav
    • memory_list
    • memory_get
    • memory_write

    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 Tracking loads about 848 tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 411 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~27
When it runs · the whole SKILL.md, loaded when a task matches
~848

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). 411 words, ~848 tokens.

Download SKILL.mdSave it as .claude/skills/conference-tracking/SKILL.md (or your agent's skills folder).
name
conference-tracking
description
会议录用结果跟踪与趋势分析 — 当用户想追踪主流学术会议（ICLR/ICML/NeurIPS/AAAI/ACL等）的录用情况、分析录用趋势、或结合自身项目获取投稿建议时激活。
allowed-tools
web_search, web_fetch, read_file, memory_nav, memory_list, memory_get, memory_write

[SKILL: CONFERENCE TRACKING PROTOCOL]

Activate when: user asks to track conference results, analyze acceptance trends, 会议跟踪, 会议录用, 录用结果分析, or wants submission advice based on conference patterns.

Execution Protocol

Step 1 — Check Memory for Previously Tracked Conferences

Call memory_nav(domain='job') to find previous tracking records under scope job:radar.conference.track. Read recent entries (via memory_list then memory_get) to determine:

  • Which conferences have already been tracked and when
  • What was the analysis cutoff date for each conference
Step 2 — Discover New Conference Results

Search for conferences that have published new acceptance results since the last tracking. Use web_search with queries like:

  • "ICLR 2026 accepted papers announced"
  • "NeurIPS 2025 accepted papers list" Focus only on conferences where results are NEW (not yet in memory).
Step 3 — Fetch the Official Full Paper List (mandatory)

For each conference with new results:

  1. Navigate to the official accepted papers page — e.g.:
    • OpenReview: openreview.net/group?id=ICLR.cc/YEAR/Conference
    • Virtual site: conference.cc/virtual/YEAR/papers.html
    • Proceedings: proceedings.mlr.press/vXXX/ (ICML), papers.nips.cc/paper_files/paper/YEAR (NeurIPS)
  2. Use web_fetch on the official URL to retrieve the full paper list.
  3. Do NOT fall back to arxiv keyword search as a substitute for the official list. The goal is the complete, official acceptance record — not a keyword-filtered subset.
  4. If the page is too large, fetch the proceedings index or category listing pages.

From the complete paper list, identify:

  • Top directions by paper count (cluster similar titles by topic)
  • Emerging topics (strong presence this year vs. previous years)
  • Methodology signals (theoretical vs empirical, large-scale vs efficient, benchmark types)
  • Acceptance rate context (if available: total submissions vs acceptances)
Show full SKILL.md (150 more words)Show less
Step 5 — Project-Relevant Subset Analysis

Using the project's research topic (extracted in Phase 1/2 of the radar protocol):

  • Filter the full list for papers in the same or adjacent research area
  • Identify papers directly competitive with or complementary to the project
  • Note what properties the accepted papers in this area share (what seems to be rewarded)
Step 6 — Actionable Recommendations for the Project

Provide specific, evidence-based advice:

  • Target venue: which conference best fits, based on acceptance trends
  • Strengthen: what to add or emphasize based on what reviewers seem to reward
  • Mitigate risks: what weaknesses to address based on apparent rejection signals
  • Competitive positioning: how to differentiate from accepted papers in the same area
Step 7 — Record Execution in Memory

Call memory_write at the end:

  • kind: "job_run"
  • scope: "job:radar.conference.track"
  • intent: "job_progress"
  • ttl: "90d"
  • Content must include: which conferences were checked, which had new results, brief trend summary, date of this execution

© 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-tracking of nanoAgentTeam/research-claw.

Open the folder on GitHubat commit ce3a4ac

Compare with similar skills

Conference Tracking 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 Tracking compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Conference Tracking this skillnanoAgentTeam/research-claw293—~848Automated 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 Verification GuideGalaxy-Dawn/claude-scholar5.7k2 repos~1.9kAutomated safety check: PassMIT
Citation ManagementK-Dense-AI/claude-scientific-writer2.4k2 repos~3.9kAutomated safety check: NotesMIT

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Works with

Categories

Questions about Conference Tracking

What does Conference Tracking do?

会议录用结果跟踪与趋势分析 — 当用户想追踪主流学术会议（ICLR/ICML/NeurIPS/AAAI/ACL等）的录用情况、分析录用趋势、或结合自身项目获取投稿建议时激活。. Conference Tracking is an agent skill from nanoAgentTeam/research-claw.

When should I use Conference Tracking?

Conference Tracking fits situations like: research & Science work in your project.

How do I install Conference Tracking in Claude Code?

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

How do I install Conference Tracking in Codex?

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

Can I use Conference Tracking 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-tracking -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-tracking, .gemini/skills/conference-tracking, .github/skills/conference-tracking and .opencode/skills/conference-tracking in your project.

What does Conference Tracking need to run?

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

Does Conference Tracking 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 Tracking 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 Tracking use?

Conference Tracking 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 Tracking use?

About 848 tokens (SKILL.md is roughly 3.4k 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 Tracking?

Skills that share tags, products or a category with Conference Tracking: 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 Conference Tracking?

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.