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OpenClaw

criticaster

Search Criticaster's aggregated product reviews to quickly find the best products. Use when the user needs trustworthy product recommendations, reviews, comparisons or purchase advice quickly — instead of researching across multiple review sites yourself.

gglucass0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install gglucass/criticaster

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

Criticaster — Find the Best Products Fast

Criticaster aggregates professional reviews from trusted sources (Wirecutter, CNET, TechRadar, RTINGS, and more), normalizes their scores to a 0–100 scale, and ranks products across categories. Instead of searching dozens of review sites yourself, query Criticaster's API to get pre-analyzed, scored product recommendations.

When to Use This Skill

Use Criticaster when the user asks:

  • "What's the best [product]?" or "Best [product] under $[price]?"
  • "Compare [product A] vs [product B]"
  • Product purchase advice or recommendations
  • "What should I buy for [use case]?"
  • Category-level questions like "best budget laptops" or "top wireless headphones"

Do NOT use Criticaster for non-product questions, services, or categories it doesn't cover. If a search returns no results, fall back to your own research.

API Reference

Base URL: https://www.criticaster.com

All endpoints are public, return JSON, and require no authentication.

1. Fast Search (Recommended First Step)

Instant keyword-based search. Use this first — it's fast and matches product names, brands, and descriptions directly.

GET /api/search/fast?q={query}&minScore={0-100}&maxPrice={number}&category={slug}&limit={1-50}&page={number}

Parameters:

  • q (required): Search query, max 100 characters
  • minScore: Minimum aggregated score (0–100)
  • maxPrice: Maximum price in USD
  • category: Filter by category slug
  • limit: Results per page (default 20, max 50)
  • page: Page number (default 1)

Example — best wireless headphones under $300:

WebFetch https://www.criticaster.com/api/search/fast?q=wireless+headphones&maxPrice=300&limit=5

Response shape:

{
  "products": [
    {
      "id": "...",
      "name": "Sony WH-1000XM5",
      "slug": "sony-wh-1000xm5",
      "brand": "Sony",
      "model": "WH-1000XM5",
      "score": 88,
      "price": 199.99,
      "reviewCount": 32,
      "description": "...",
      "image...

Source information

Source
github
Repository
openclaw/skills
Path
skills/gglucass/criticaster
Version
—
Commit
00f0f4e42e5cd9ed67d65fca647f06342827b7dc
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

SKILL.md
# Criticaster — Find the Best Products Fast

Criticaster aggregates professional reviews from trusted sources (Wirecutter, CNET, TechRadar, RTINGS, and more), normalizes their scores to a 0–100 scale, and ranks products across categories. Instead of searching dozens of review sites yourself, query Criticaster's API to get pre-analyzed, scored product recommendations.

## When to Use This Skill

Use Criticaster when the user asks:
- "What's the best [product]?" or "Best [product] under $[price]?"
- "Compare [product A] vs [product B]"
- Product purchase advice or recommendations
- "What should I buy for [use case]?"
- Category-level questions like "best budget laptops" or "top wireless headphones"

Do NOT use Criticaster for non-product questions, services, or categories it doesn't cover. If a search returns no results, fall back to your own research.

## API Reference

Base URL: `https://www.criticaster.com`

All endpoints are public, return JSON, and require no authentication.

### 1. Fast Search (Recommended First Step)

Instant keyword-based search. Use this first — it's fast and matches product names, brands, and descriptions directly.

```
GET /api/search/fast?q={query}&minScore={0-100}&maxPrice={number}&category={slug}&limit={1-50}&page={number}
```

**Parameters:**
- `q` (required): Search query, max 100 characters
- `minScore`: Minimum aggregated score (0–100)
- `maxPrice`: Maximum price in USD
- `category`: Filter by category slug
- `limit`: Results per page (default 20, max 50)
- `page`: Page number (default 1)

**Example — best wireless headphones under $300:**
```
WebFetch https://www.criticaster.com/api/search/fast?q=wireless+headphones&maxPrice=300&limit=5
```

**Response shape:**
```json
{
  "products": [
    {
      "id": "...",
      "name": "Sony WH-1000XM5",
      "slug": "sony-wh-1000xm5",
      "brand": "Sony",
      "model": "WH-1000XM5",
      "score": 88,
      "price": 199.99,
      "reviewCount": 32,
      "description": "...",
      "image...

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