arxiv-digest · diff
git:20260703.7e9ba6c to git:20260907.97cb78b
16 added, 10 removed. Audit A to A.
---
name: arxiv-digest
visibility: public
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
+ tools: general_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`
+
+ - `agentic AI autonomous agent tool use`
- `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)
+
+ - arXiv cs.AI, cs.CL, cs.LG (discovery via `general_web_search`, primary text via `web_fetch`)
- 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"
- ```
+ Create a recurring digest only when the user asks for scheduling. Example
+ user request: "Every day at 8:00 in my timezone, summarize recent AI and agent
+ papers." Resolve the timezone and use the available scheduling interface;
+ report a created schedule only after its creation is confirmed.
## Guidelines
- - Include only papers published within the last 7 days
+ - Use the user's requested period; default to the last 7 days and state the as-of date
- 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
+ - Include up to 10 relevant, verified papers; do not pad a sparse result to reach a minimum
+ - Use the user's language, keeping original paper titles as-is
+ - Use only available, permitted tools. If current sources cannot be reached,
+ report the limitation rather than presenting remembered papers as a fresh scan
+ - Save insights via `memory_save` only when the user requests persistence;
+ completing a digest does not itself authorize a memory write