# Send HiFi Advisor to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "hifi-advisor",
    "name": "HiFi Advisor",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/Ruodong/hifi-advisor",
    "canonicalUrl": "https://clawhub.ai/Ruodong/hifi-advisor",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/hifi-advisor",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=hifi-advisor",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "scripts/price_stats.py",
      "references/workflows.md",
      "references/checklists.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "hifi-advisor",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-01T20:30:33.143Z",
      "expiresAt": "2026-05-08T20:30:33.143Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=hifi-advisor",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=hifi-advisor",
        "contentDisposition": "attachment; filename=\"hifi-advisor-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "hifi-advisor"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/hifi-advisor"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/hifi-advisor",
    "downloadUrl": "https://openagent3.xyz/downloads/hifi-advisor",
    "agentUrl": "https://openagent3.xyz/skills/hifi-advisor/agent",
    "manifestUrl": "https://openagent3.xyz/skills/hifi-advisor/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/hifi-advisor/agent.md"
  }
}
```
## Documentation

### Overview

Deliver practical, decision-ready guidance for hi-fi purchase, setup, tuning, and pricing tasks. Prioritize low-risk recommendations, explicit trade-offs, and actionable next steps.

### Quick Workflow Decision

Identify user intent:

Buy/compare gear -> run Review + Matching workflow.
Install or improve sound -> run Setup + Tuning workflow.
Check second-hand deal value -> run Price Analysis workflow.


Gather minimum inputs (ask only missing essentials):

Budget range
Listening distance / room size
Existing gear and connection constraints
Music preference and loudness target


Return output in this order:

Recommendation
Why it fits
Risks / caveats
Next action checklist

### Review + Matching Workflow

Capture system context: room, source, use-case (music/movie/desk), volume habits.
Match core chain first: transducer (speaker/headphone) -> amp power/current -> source/DAC.
Penalize mismatch risks:

Low-sensitivity speakers with underpowered amps
Bright speaker + bright amp in reflective room
Nearfield setup with large floorstanders in tiny rooms


Produce 2-3 ranked options:

Best value
Balanced
Stretch option


Give upgrade path that preserves resale liquidity.

Use references/workflows.md for the detailed template.

### Setup + Tuning Workflow

Start with placement before EQ:

Symmetry, toe-in, listener triangle, wall distance


Solve biggest acoustic problems first:

First reflections, bass boom/nulls, desk bounce (for nearfield)


Apply light EQ only after physical setup is reasonable.
Validate with repeatable test tracks and one objective check (if available).
End with a short "do not change all at once" iteration plan.

Use references/checklists.md for step-by-step checklists.

### Price Analysis Workflow (Used Market)

Normalize listing data by region, condition, accessories, and shipping inclusion.
Build a fair-price band using robust statistics (median + IQR).
Apply adjustments:

No box/accessories: discount
Cosmetic issues: discount
Recent service with proof: premium
Local pickup vs shipped risk: adjust confidence, not only price


Output:

Fair range
Strong-buy threshold
Walk-away threshold
Risk flags

If user provides tabular listing data, run:

python3 scripts/price_stats.py listings.csv

Expected columns: price plus optional platform,condition,model,date,notes.

### Output Quality Standard

Always provide:

A clear recommendation (not just raw data)
3-5 bullet rationale
Top risk factors
Concrete next steps the user can execute today

Use concise language. Avoid mystical audiophile claims. Prefer testable, practical guidance.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: Ruodong
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-01T20:30:33.143Z
- Expires at: 2026-05-08T20:30:33.143Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/hifi-advisor)
- [Send to Agent page](https://openagent3.xyz/skills/hifi-advisor/agent)
- [JSON manifest](https://openagent3.xyz/skills/hifi-advisor/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/hifi-advisor/agent.md)
- [Download page](https://openagent3.xyz/downloads/hifi-advisor)