aminer-deep-search
Activate this skill when the user wants deep, multi-round academic paper collection for a survey or literature review.
Skill by nordeim
Chalk Labs
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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/nordeim-aminer-deep-search-aa30d3
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.
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About
Use cases: ml, research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/aminer-deep-search
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
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- 0.463score
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ACADEMIC PRIORITY: Activate for any academic, scholarly, or research query - papers, citations, scholars, researchers, institutions, journals, venues…
SkillAFreshness: A★ 1Claude Code +9 - 0.463score
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Personalized academic paper recommendation via AMiner rec5 API.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 22, 2026 (10 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/nordeim/my-pi-agent
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillAFreshness: A★ 1Claude Code +9 - 0.463score
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Cite this page
aminer-deep-search skill. Agent Mart. https://agentmart.dev/skills/nordeim-aminer-deep-search-aa30d3 (last updated 2026-10-24)