aminer-rec5

Category: Research & Analysis | Uploader: tlysanhuo | Downloads: 0 | Version: v1.0（Latest）

OpenClaw personalized paper recommendation skill. When the user invokes /aminer-rec5 or /skill aminer-rec5 in Feishu, immediately run the local pipeline under {baseDir}/scripts/, accept aminer_user_id, scholar hints, seed paper titles, papers_file, or free-form topic text, build a unified ResearchProfile, retrieve papers, enrich with AMiner, dispatch Feishu cards, and return NO_REPLY.

Changelog: Source: GitHub https://github.com/tlysanhuo/aminer-rec

Directory Structure

Current level: tree/main/

📁 scripts/
- 📄 __init__.py 35 B
- 📄 aminer_paper_search.py 21.7 KB
- 📄 aminer_person_search.py 10.1 KB
- 📄 aminer_schema.py 8.4 KB
- 📄 arxiv_search.py 73.1 KB
- 📄 build_user_profile.py 18.2 KB
- 📄 common.py 4.1 KB
- 📄 constants.py 2.3 KB
- 📄 datacenter_client.py 2.8 KB
- 📄 dispatch_feishu_messages.py 16.1 KB
- 📄 enrich_with_aminer.py 9.8 KB
- 📄 feishu_cards.py 7.6 KB
- 📄 handle_trigger.py 27.4 KB
- 📄 internal_profile_provider.py 27.1 KB
- 📄 llm_client.py 29.8 KB
- 📄 openclaw_stub.py 3.1 KB
- 📄 render_feishu_messages.py 5.0 KB
- 📄 research_profile.py 104.7 KB
- 📄 run_pipeline.py 37.6 KB
- 📄 summarize_papers.py 17.1 KB
📄 .gitignore 167 B
📄 config.example.yaml 345 B
📄 LICENSE 1.0 KB
📄 README.md 5.0 KB
📄 README.zh.md 4.9 KB
📄 requirements-dev.txt 32 B
📄 requirements.txt 27 B
📄 SKILL.md 1.2 KB
📄 SKILL_zh.md 2.2 KB

SKILL.md

---
name: aminer-rec5
description: "OpenClaw personalized paper recommendation skill. When the user invokes /aminer-rec5 or /skill aminer-rec5 in Feishu, immediately run the local pipeline under {baseDir}/scripts/, accept aminer_user_id, scholar hints, seed paper titles, papers_file, or free-form topic text, build a unified ResearchProfile, retrieve papers, enrich with AMiner, dispatch Feishu cards, and return NO_REPLY."
homepage: https://github.com/tlysanhuo/aminer-rec
user-invocable: true
disable-model-invocation: false
metadata: { "openclaw": { "emoji": "📚", "requires": { "bins": ["python3"] } } }
---

# aminer-rec5

Use this skill only for explicit `/aminer-rec5` or `/skill aminer-rec5` requests.

## Contract

- Every explicit invocation is a new run.
- Do not answer with status-only text.
- Do not search, install, or repair skills.
- After a successful dispatch, return exactly `NO_REPLY`.

## Inputs

- `aminer_user_id`
- `scholar` / `name`
- `org`
- `papers`
- `papers_file`
- `topics`
- free-form natural-language interest description

## Execution

```bash
python3 "{baseDir}/scripts/handle_trigger.py" \
  --base-dir "{baseDir}" \
  --text "<original Feishu message>"
```

`handle_trigger.py` is the only supported entrypoint.

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aminer-rec5

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SKILL.md

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