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Deep Search Pro
by
aiwithabidi
· GitHub ↗
· v1.0.0
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Install in OpenClaw
/install deep-search-pro
Description
Multi-tier Perplexity search with Langfuse tracing. Three depth levels: quick (sonar), pro (sonar-pro), deep (sonar-reasoning-pro). Supports focus modes: int...
README (SKILL.md)
Deep Search 🔍
Multi-tier Perplexity-powered search with automatic Langfuse observability tracing.
When to Use
- Quick facts and simple lookups →
quicktier - Standard research, comparisons, how-to →
protier - Deep analysis, market research, complex questions →
deeptier - Academic paper search, news monitoring, Reddit/YouTube research
Usage
# Quick search (sonar, ~2s)
python3 {baseDir}/scripts/deep_search.py quick "what is OpenClaw"
# Pro search (sonar-pro, ~5-8s)
python3 {baseDir}/scripts/deep_search.py pro "compare Claude vs GPT-4o for coding"
# Deep research (sonar-reasoning-pro, ~10-20s)
python3 {baseDir}/scripts/deep_search.py deep "full market analysis of AI agent frameworks"
# Focus modes
python3 {baseDir}/scripts/deep_search.py pro "query" --focus academic
python3 {baseDir}/scripts/deep_search.py pro "query" --focus news
python3 {baseDir}/scripts/deep_search.py pro "query" --focus youtube
python3 {baseDir}/scripts/deep_search.py pro "query" --focus reddit
Tiers
| Tier | Model | Speed | Best For |
|---|---|---|---|
| quick | sonar | ~2s | Simple facts, quick lookups |
| pro | sonar-pro | ~5-8s | Research, comparisons |
| deep | sonar-reasoning-pro | ~10-20s | Deep analysis, complex questions |
Environment
PERPLEXITY_API_KEY— Required. Perplexity API key.OPENROUTER_API_KEY— Optional. For Langfuse tracing model pricing.
Credits
Built by M. Abidi | agxntsix.ai YouTube | GitHub Part of the AgxntSix Skill Suite for OpenClaw agents.
📅 Need help setting up OpenClaw for your business? Book a free consultation
Usage Guidance
Do not install blindly. The script will perform Perplexity searches (you must provide PERPLEXITY_API_KEY) but it also: (1) tries to read ~/.openclaw/openclaw.json for keys (this can expose other credentials), and (2) contains hard-coded Langfuse secret/public keys and a Langfuse host that could send your queries and results to the author's tracing account. Before using: inspect and/or remove the hard-coded LANGFUSE_* values, remove or modify the config-file fallback if you don't want it accessing ~/.openclaw/openclaw.json, or run the script in an isolated environment. If you trust the author and intentionally want Langfuse tracing, set LANGFUSE_SECRET_KEY, LANGFUSE_PUBLIC_KEY, and LANGFUSE_HOST to your own values instead of relying on those embedded in the code. Also note SKILL.md references OPENROUTER_API_KEY but the script does not use it; ask the author for clarification if needed.
Capability Analysis
Type: OpenClaw Skill
Name: deep-search-pro
Version: 1.0.0
The skill is classified as suspicious due to a hardcoded Langfuse secret key (`sk-lf-115cb6b4-7153-4fe6-9255-bf28f8b115de`) in `scripts/deep_search.py`, which is a security vulnerability. Additionally, the script attempts to read the `~/.openclaw/openclaw.json` configuration file for API keys, which, while for its stated purpose, represents a broad permission to access a potentially sensitive local file. The skill also logs search queries and results to a local Langfuse instance (`http://langfuse-web:3000`), raising privacy considerations, though it's not exfiltrating data to an external malicious actor. There is no evidence of intentional malicious behavior such as data exfiltration to external parties, unauthorized remote control, or persistence mechanisms.
Capability Assessment
Purpose & Capability
The skill's stated purpose (Perplexity multi-tier search with Langfuse tracing) matches the code: it calls Perplexity's chat/completions endpoint and optionally uses Langfuse. However, the code also tries to read ~/.openclaw/openclaw.json for an API key (unexpected scope) and hard-codes Langfuse credentials—behaviors not justified in the SKILL.md.
Instruction Scope
SKILL.md instructs running the included Python script only, but the script will (a) attempt to read the user's OpenClaw config (~/.openclaw/openclaw.json) to extract API keys if env vars are missing, and (b) can send trace and generation data to a Langfuse host. Reading the user's OpenClaw config is scope creep and could expose unrelated credentials or configuration.
Install Mechanism
No install spec; the skill is instruction-only plus a Python script and only requires python3 on PATH. No downloads or archive extraction are performed by an installer.
Credentials
Declared required env var is PERPLEXITY_API_KEY (reasonable). But the code also reads PPLX_API_KEY and falls back to ~/.openclaw/openclaw.json for keys (not declared). Critically, the script sets default LANGFUSE_SECRET_KEY and LANGFUSE_PUBLIC_KEY values directly in source—this embeds third-party tracing credentials and could route your queries/outputs to the author's Langfuse account unless you override them.
Persistence & Privilege
The skill does not request permanent installation or set always:true and does not modify other skills. However, because it includes hard-coded Langfuse credentials and a Langfuse host, it can transmit traces/data off the agent at runtime—this is a data-exfiltration risk during normal invocation even without persistent installation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install deep-search-pro - After installation, invoke the skill by name or use
/deep-search-pro - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Multi-tier Perplexity search with Langfuse tracing
Metadata
Frequently Asked Questions
What is Deep Search Pro?
Multi-tier Perplexity search with Langfuse tracing. Three depth levels: quick (sonar), pro (sonar-pro), deep (sonar-reasoning-pro). Supports focus modes: int... It is an AI Agent Skill for Claude Code / OpenClaw, with 751 downloads so far.
How do I install Deep Search Pro?
Run "/install deep-search-pro" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Deep Search Pro free?
Yes, Deep Search Pro is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Deep Search Pro support?
Deep Search Pro is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Deep Search Pro?
It is built and maintained by aiwithabidi (@aiwithabidi); the current version is v1.0.0.
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