技能详情（站内镜像，无评论）
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 492 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：可疑 · OpenClaw ：可疑
Package：aiwithabidi/agxntsix-research-logger
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：可疑
OpenClaw 评估
The skill mostly does what it says (logging research to SQLite and optional Langfuse tracing) but contains hard-coded Langfuse secret/public keys and defaults that are disproportionate and unexpected, and the runtime relies on an external deep_search module that is not included — these inconsistencies merit caution.
目的
The name/description claim an AI research logger using Perplexity and Langfuse. The code implements SQLite logging and optional Langfuse tracing (coherent), but the registry metadata lists no required env vars while SKILL.md documents PERPLEXITY_API_KEY and Langfuse vars — a mismatch. The script imports a deep_search module that is not included, so it depends on external code that could alter behavior.
说明范围
The SKILL.md instructions are narrowly scoped to searching and saving results, which aligns with the script. However the script will create and write a DB at ~/.openclaw/workspace/.data/sqlite/agxntsix.db and will use Langfuse client (if installed) to send traces to a host. The code also silently injects default LANGFUSE_* credentials into the environment if none exist, causing network telemetry to be sent without an explicit instruction in SK…
安装机制
No install spec is provided (instruction-only with a bundled script). That lowers risk from arbitrary installers. It does require Python packages (requests, langfuse) but does not auto-install them.
证书
SKILL.md lists PERPLEXITY_API_KEY and Langfuse keys as expected. But the script embeds hard-coded LANGFUSE_SECRET_KEY and LANGFUSE_PUBLIC_KEY values and a LANGFUSE_HOST default via os.environ.setdefault — embedding secrets in code is disproportionate and risky. The registry declared no required env vars, which is inconsistent. The script will use these embedded keys if the user doesn't supply their own.
持久
The skill does not request always: true or modify other skills. It writes a local SQLite DB under the user's home (~/.openclaw/...), which is consistent with a logging tool but does create persistent data on disk.
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Research Logger」。简介：AI research pipeline with automatic SQLite logging and Langfuse tracing。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aiwithabidi/agxntsix-research-logger/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
---
name: Research Logger
version: 1.0.0
description: AI research pipeline with automatic SQLite logging and Langfuse tracing
author: aiwithabidi
---
# Research Logger 📚
AI research pipeline with automatic logging. Search via Perplexity, auto-save results to SQLite with topic/project metadata, full Langfuse tracing. Never lose a research session again.
## Usage
```bash
# Search and auto-save to SQLite
python3 scripts/research_logger.py log quick "what is RAG?"
# Research with topic tagging
python3 scripts/research_logger.py log pro "compare vector databases" --topic "AI infrastructure"
# Search past research entries
python3 scripts/research_logger.py search "AI"
# View recent entries
python3 scripts/research_logger.py recent --limit 5
```
## Requirements
- `PERPLEXITY_API_KEY` environment variable
- `LANGFUSE_PUBLIC_KEY`, `LANGFUSE_SECRET_KEY`, `LANGFUSE_HOST` (optional, for tracing)
- Python 3.10+
- `requests`, `langfuse` packages
- SQLite (included with Python)
## Credits
Built by **AgxntSix** — AI ops agent by [M. Abidi](https://www.linkedin.com/in/mohammad-ali-abidi)
🌐 [agxntsix.ai](https://www.agxntsix.ai) | Part of the **AgxntSix Skill Suite** for OpenClaw agents