git:20260422.a8f8a00 to git:20260703.7e9ba6c

2 added, 1 removed. Audit A to A.

---

name: arxiv-digest

visibility: public

- description: Auto-search and summarize latest AI/agent papers. Triggers: 'paper', '논문', 'arxiv', 'research', '연구', '최신 연구', '학회'.

+ triggers: paper, 논문, arxiv, research, 연구, 최신 연구, 학회

+ description: Auto-search and summarize latest AI/agent papers.

tools: web_search, web_fetch, memory_save

risk: safe

---

# arXiv Digest

Searches and summarizes the latest papers in AI/ML, agentic systems, and LLM fields.

## Areas of Interest (priority order)

1. **Agentic AI** — autonomous agents, tool use, multi-agent, agent orchestration

2. **LLM Engineering** — prompting, fine-tuning, evaluation, RLHF, MoE

3. **Retrieval & RAG** — retrieval-augmented generation, knowledge grounding

4. **Code Generation** — code agents, program synthesis, SWE-bench

5. **Multimodal** — vision-language, video understanding

## Search Strategy

### Keyword Combinations

- `agentic AI autonomous agent tool use 2026`

- `LLM orchestration multi-agent framework`

- `MCP model context protocol`

- `code generation agent benchmark`

### Sources

- arXiv cs.AI, cs.CL, cs.LG (latest via web_search)

- Hugging Face Daily Papers

- Semantic Scholar trending

## Summary Format

```markdown

## arXiv Digest — YYYY-MM-DD

### Top Papers (last 7 days)

#### 1. [Paper Title]

- **Authors**: ...

- **Field**: cs.AI / cs.CL

- **Key Point**: 1-2 sentence summary

- **GEODE Relevance**: Applicable points for agent design

- **Link**: arxiv.org/abs/...

#### 2. ...

### Trending Keywords

- keyword1 (N papers), keyword2 (N papers)

```

## Schedule Integration

```

/schedule create "daily at 8:00" action="Generate today's AI/agent paper digest"

```

## Guidelines

- Include only papers published within the last 7 days

- 1-2 key sentences per paper + 1 sentence on GEODE/agent relevance

- Minimum 5, maximum 10 papers

- Summarize in English, keep original titles as-is

- After completion, record insights via memory_save