Skip to content
Agentmart
Submit a tool
This entry duplicates aminer-deep-search, which is the one we list in search.

aminer-deep-search

Activate this skill when the user wants deep, multi-round academic paper collection for a survey or literature review.

Skill by kelvinzer0

IndexedLicense unknown
Write a review

Chalk Labs

Need help deploying aminer-deep-search?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/kelvinzer0-aminer-deep-search

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Activate this skill when the user wants deep, multi-round academic paper collection for a survey or literature review. The host model (the model running this skill) drives the loop itself: it expands queries, judges relevance, snowballs backward references, and decides when to stop. The bundled scripts are pure tool commands that call documented AMiner Open Platform endpoints and print JSON tool results only — no extra LLM configuration is needed. Use this skill for broad topic exploration, survey bibliography construction, and collecting hundreds of candidate papers with AMiner IDs and titles. Not intended for single-paper lookup or lightweight recommendations; use aminer-free-academic or aminer-daily-paper for those.

Use cases: ml, research

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions: not checked yet.

What's inside

Skill name
aminer-deep-search
Description
Activate this skill when the user wants deep, multi-round academic paper collection for a survey or literature review. The host model (the model running this skill) drives the loop itself: it expands queries, judges relevance, snowballs backward references, and decides when to stop. The bundled scripts are pure tool commands that call documented AMiner Open Platform endpoints and print JSON tool results only — no extra LLM configuration is needed. Use this skill for broad topic exploration, survey bibliography construction, and collecting hundreds of candidate papers with AMiner IDs and titles. Not intended for single-paper lookup or lightweight recommendations; use aminer-free-academic or aminer-daily-paper for those.
License
unknown
Instructions
89 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (8)

  • .gitignore
  • SKILL.md
  • SKILL.zh.md
  • aminer-deep-search.md · commands/
  • aminer_api.py · scripts/
  • paper_set.py · scripts/
  • test_aminer_api.py · tests/
  • test_paper_set.py · tests/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from kelvinzer0/evolution-manager-android

Signals

Stars
0
Forks
0
Open issues
0
Last commit (this folder)
Jul 28, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/kelvinzer0/evolution-manager-android
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get aminer-deep-search running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying aminer-deep-search?

CallGet help
Cite this page

aminer-deep-search skill. Agent Mart. https://agentmart.dev/skills/kelvinzer0-aminer-deep-search (last updated 2026-10-24)