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 · 197 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：可疑 · OpenClaw ：可疑
Package：aiwithabidi/research-logger
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：可疑
OpenClaw 评估
The skill largely does what it says (Perplexity searches saved to SQLite with tracing) but contains undeclared/default Langfuse credentials and a missing dependency that make its behavior unclear and could leak user research to a third-party account by default.
目的
Name/description match the code: the script runs a 'deep search' and persists results to a SQLite DB and attempts Langfuse tracing. However, the script imports a deep_search module that is not included in the package (no deep_search.py present), so the skill as shipped is incomplete. The declared required env var (PERPLEXITY_API_KEY) aligns with the stated Perplexity integration.
说明范围
SKILL.md instructs running the included script, which will write records to ~/.openclaw/workspace/.data/sqlite/agxntsix.db (the code creates that path). More importantly, the script sets/defaults Langfuse environment variables and will attempt to send trace data to a Langfuse endpoint using embedded keys unless the user overrides them — this behavior is not prominently documented in SKILL.md and results in automatic telemetry of queries/result…
安装机制
No install spec (instruction-only with a single script). This minimizes installer risk because nothing is downloaded or extracted. The script will run locally when invoked.
证书
The declared primary credential (PERPLEXITY_API_KEY) is appropriate. But the script also uses LANGFUSE_SECRET_KEY, LANGFUSE_PUBLIC_KEY, and LANGFUSE_HOST (none are declared in requires.env) and hardcodes default key values and a host. Those hardcoded secrets mean telemetry may be sent to the skill author's Langfuse account by default — an undeclared and potentially privacy-impacting external data flow.
持久
The skill is not always-on and does not declare elevated platform privileges. It writes a local SQLite DB under the user's home workspace path (expected for a logging tool) and does not modify other skills or system-wide agent settings.
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 logging. Search via Perplexity, auto-save r…。
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/research-logger/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
---
name: research-logger
description: AI research pipeline with automatic logging. Search via Perplexity, auto-save results to SQLite with topic and project metadata, full Langfuse tracing. Never lose a research session again. Use when conducting research, competitive analysis, or building a knowledge base.
homepage: https://www.agxntsix.ai
license: MIT
compatibility: Python 3.10+, Perplexity API key
metadata: {"openclaw": {"emoji": "ud83dudcdd", "requires": {"env": ["PERPLEXITY_API_KEY"]}, "primaryEnv": "PERPLEXITY_API_KEY", "homepage": "https://www.agxntsix.ai"}}
---
# Research Logger 📝🔬
Search + auto-save pipeline. Every research query is logged to SQLite with Langfuse tracing.
## When to Use
- Research that you want to save and recall later
- Building a knowledge base from repeated searches
- Reviewing past research on a topic
- Creating an audit trail of research decisions
## Usage
```bash
# Search and auto-log
python3 {baseDir}/scripts/research_logger.py log quick "what is RAG"
python3 {baseDir}/scripts/research_logger.py log pro "compare vector databases" --topic "databases"
# Search past research
python3 {baseDir}/scripts/research_logger.py search "vector databases"
# View recent entries
python3 {baseDir}/scripts/research_logger.py recent --limit 5
```
## Credits
Built by [M. Abidi](https://www.linkedin.com/in/mohammad-ali-abidi) | [agxntsix.ai](https://www.agxntsix.ai)
[YouTube](https://youtube.com/@aiwithabidi) | [GitHub](https://github.com/aiwithabidi)
Part of the **AgxntSix Skill Suite** for OpenClaw agents.
📅 **Need help setting up OpenClaw for your business?** [Book a free consultation](https://cal.com/agxntsix/abidi-openclaw)