A professional audio consultant agent for matching gear, optimizing room acoustics, and analyzing second-hand market pricing.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install hifi-advisor
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install hifi-advisor using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is HiFi Advisor?
The HiFi Advisor is a technical assistant designed to guide users through the complexities of high-fidelity audio systems. It moves beyond subjective audiophile claims to provide actionable, testable guidance on gear synergy, room placement, and acoustic tuning. As part of the Openclaw Skills ecosystem, this agent ensures users make low-risk investment decisions while maximizing the performance of their existing audio hardware.
Whether you are building a desk-based nearfield setup or a full-scale home stereo, the skill analyzes budget constraints, room dimensions, and listener preferences to generate ranked equipment options. It effectively bridges the gap between raw technical specifications and the practical reality of home listening environments.
HiFi Advisor Use Cases
- Building a balanced audio chain including speakers, amplifiers, and DACs based on budget and room size.
- Optimizing speaker placement and room acoustics to solve problems like bass boom or imaging issues.
- Evaluating the fair market value of used audio gear to avoid scams and identify strong-buy opportunities.
- Creating upgrade paths for existing systems that preserve resale value and long-term liquidity.
How HiFi Advisor Works
- Identify the user's core intent (Buy/Compare, Install/Tune, or Price Analysis) and gather essential inputs like budget and room dimensions.
- Process gear matching by prioritizing the transducer-to-amp relationship and penalizing mismatch risks like low-sensitivity speakers with underpowered amplifiers.
- Execute setup workflows focusing on physical placement (symmetry, toe-in) before suggesting digital EQ adjustments.
- For market analysis, normalize listing data to build a fair-price band using robust statistical methods like median and IQR.
- Deliver a final recommendation package including the rationale, risk factors, and a concrete next-action checklist.
HiFi Advisor Setup
To use the price analysis features of this Openclaw Skills agent, ensure you have the necessary scripts directory and Python environment ready.
# Prepare your gear listing data in a CSV format
# Expected columns: price, model, condition, platform
# Run the price analysis script
python3 scripts/price_stats.py listings.csv
HiFi Advisor Data Schema & Taxonomy
The skill manages several types of data inputs and reference files to maintain high-quality recommendations:
| Component | Description |
|---|---|
| listings.csv | Input file for second-hand market analysis containing pricing and condition data. |
| workflows.md | Reference templates for standardized review and gear matching processes. |
| checklists.md | Step-by-step guides for physical room setup and iterative tuning. |
| price_stats.py | Python utility for calculating statistical price bands (Median, IQR). |
HiFi Advisor Advanced Features
- Automated mismatch risk detection for gear synergy (e.g., matching component sound signatures with room reflectivity).
- Statistical price banding to establish walk-away and strong-buy thresholds in the used market.
- Integrated upgrade path planning that prioritizes high-liquidity gear within the Openclaw Skills framework.
- Iterative tuning plans designed to isolate acoustic variables for measurable sound improvement.
SKILL.md
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