What makes zalando-research notable?

1K downloads. Trust evidence available

How should zalando-research be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

zalando-research

Researches products, prices, brands, and categories on Zalando (the European fashion marketplace) using the Crawlora API, returning clean JSON. Use when the user asks to find a product, browse a category or brand, autocomplete a search, or resolve a Zalando storefront market — instead of scraping Zalando pages.

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.0k

Updated

Oct 11, 2026

Version

1.0.17

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.17release · observed Sep 21, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17d53nb8nd03gyyfdy32rgde58e574f:zalando-research

Install using `clawhub skill install s17d53nb8nd03gyyfdy32rgde58e574f:zalando-research` in an isolated environment before connecting it to live workloads.
No published capability contract is available yet, so validate auth and request/response behavior manually.
Review the upstream CLAWHUB listing at https://clawhub.ai/crawlora-org/zalando-research before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-crawlora-org-zalando-research/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

114,447 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: zalando-research
description: Researches products, prices, brands, and categories on Zalando (the European fashion marketplace) using the Crawlora API, returning clean JSON. Use when the user asks to find a product, browse a category or brand, autocomplete a search, or resolve a Zalando storefront market — instead of scraping Zalando pages.
---

# Zalando research

Look up and compare products, categories, and search results on Zalando —
all as normalized JSON from the Crawlora API, with no HTML scraping.

## When to use this skill

- "What does X cost on Zalando?" or "find X on Zalando in the German store."
- "Search Zalando for X" / "what's in the running-shoes category on Zalando?"
- "Look up this Zalando product by SKU."
- "Autocomplete this Zalando search query."
- "Which Zalando country storefronts are available?"
- Competitive pricing or catalog research scoped to Zalando.

## Setup (one-time)

- Get a free Crawlora API key (2,000 credits/mo, no card) at [https://crawlora.net](https://crawlora.net?utm_source=github&utm_medium=referral&utm_campaign=crawlora-skills).
- Set `CRAWLORA_API_KEY` in the environment before running the helper.
- The helper reads `CRAWLORA_API_KEY` from the environment and sends requests to `https://api.crawlora.net/api/v1`. Missing/invalid key → `401`.

## How it works

1. **Resolve the market** — every other Zalando endpoint **requires `market`**
   (a country storefront code like `de`, `fr`, `com`) with no default. If
   unsure which code to use, list them via `/zalando/markets`.
2. **Search** — `/zalando/search` (`q`+`market`) to find candidate products
   by keyword; returns normalized result cards with price, brand, and image
   plus `total_count`. Only the first page is available.
3. **Autocomplete** — `/zalando/suggest` (`q`+`market`) to complete a partial
   search term (e.g. "running sho" → "running shoes") before searching.
4. **Product detail** — `/zalando/product` (`sku`+`market`) to fetch brand,
   description, images, and per-size price/availability/GTIN for one product,
   using a `sku` from search or category results.
5. **Category browse** — `/zalando/category` (`category`+`market`) to browse
   a category or brand listing by market-specific URL slug, returning the
   same result cards as search plus `total_count`.

Full endpoint list, methods, and params: [`reference/endpoints.md`](reference/endpoints.md).

## Calling the API

```sh
# Resolve storefronts, then search a market (GET, key=value params):
scripts/crawlora.sh /zalando/markets | jq '.'
scripts/crawlora.sh /zalando/search q="running shoes" market=de | jq '.'

# Product detail (sku from a search/category result, same market):
scripts/crawlora.sh /zalando/product sku=AD116A0FL-Q11 market=de | jq '.data'

# Browse a category, and autocomplete a partial query:
scripts/crawlora.sh /zalando/category category=shoes market=de | jq '.'
scripts/crawlora.sh /zalando/suggest q="running sho" market=de | jq '.'
```

Use `scripts/crawlora.sh`

_meta.json

{
  "ownerId": "kn70shhkf6qpfwgfrbgtep2wkd8c6b4t",
  "slug": "zalando-research",
  "version": "1.0.17",
  "publishedAt": 1789956128511
}

reference/endpoints.md

# zalando-research — endpoint reference

> Generated from `scripts/tools.json` by `scripts/generate.mjs` — do not edit by hand.

Endpoints this skill uses, grouped by platform. Call them via `scripts/crawlora.sh` (see SKILL.md).

All paths are relative to the API base `https://api.crawlora.net/api/v1` and require the header `x-api-key: $CRAWLORA_API_KEY`. Path params like `{id}` are substituted into the URL; `GET` params go in the query string; `POST` params go in a JSON body.

**6 endpoints across 1 platform group(s).**

## Zalando (6)

### `zalando_categories`

- **HTTP:** `GET /zalando/categories`
- **What:** List a Zalando market's top-level category navigation. Returns a Zalando country storefront's live top-level category navigation, department by department, scraped directly from that department's own storefront nav tab bar. This is the discovery source for zalando-category's category parameter — category slugs are market-specific (each storefront uses its own local-language slug), so there is no fixed value space to hardcode; this endpoint asks the upstream live instead. market is required (there is no default storefront) and accepts 25 country storefronts — see zalando-markets for the full current list with domains. department optionally restricts the response to one of women, men, or kids; omitting it returns all three. Scope note: only the top-level nav tabs (e.g. Clothing, Shoes, Sports) are returned, not each tab's own hover-revealed mega-menu of sub-categories — that panel is not present in the page's initial HTML and cannot be reached without executing JavaScript, which this endpoint's transport does not do.
- **Params:** `department` (string, optional) — Restrict to one Zalando shopping department. Omit to return all three.; `market` (string, **required**) — Zalando country storefront

### `zalando_category`

- **HTTP:** `GET /zalando/category`
- **What:** Browse a Zalando category or brand. Browses a Zalando category or brand listing by URL slug (e.g. shoes, womens-dresses, on-running) and returns the same normalized result cards as zalando-search, plus the category's upstream total_count. Category slugs are market-specific (each storefront uses its own local-language slug, e.g. "shoes" on de/gb, "chaussures" on fr, "scarpe" on it) — use zalando-categories to discover a market's live top-level slugs, or take one from a product's url field. market is required (there is no default storefront) and accepts 25 country storefronts — see zalando-markets for the full current list with domains.
- **Params:** `category` (string, **required**) — Zalando category or brand URL slug, in the target market's own language; `market` (string, **required**) — Zalando country storefront

### `zalando_markets`

- **HTTP:** `GET /zalando/markets`
- **What:** List supported Zalando country storefronts. Returns the Zalando country storefronts currently supported by the required market parameter on zalando-search, zalando-category, and zalando-product, wi

skill-card.md

## Description:

Researches Zalando products, prices, brands, categories, search suggestions, and storefront markets through the Crawlora API and returns normalized JSON.

This skill is ready for commercial/non-commercial use.

## Publisher:

[crawlora-org](https://clawhub.ai/user/crawlora-org)

### License/Terms of Use:

MIT-0

## Use Case:

External users and developers use this skill to research public Zalando catalog data, compare prices, inspect product details by SKU, browse market-specific categories, autocomplete search terms, and resolve supported storefront markets.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Search terms and market-specific Zalando requests are sent to Crawlora with the user's Crawlora API key.

Mitigation: Avoid private or sensitive personal information in queries, and provide the API key only through the CRAWLORA_API_KEY environment variable.

Risk: Catalog and price data may be incomplete or market-specific because search and category endpoints return only the first page and require explicit storefront codes.

Mitigation: Resolve the intended market first, keep the same market through search and product-detail calls, and treat first-page results as scoped research rather than exhaustive inventory.

## Reference(s):

- [Zalando endpoint reference](reference/endpoints.md)
- [ClawHub skill page](https://clawhub.ai/crawlora-org/skills/zalando-research)
- [Crawlora API base](https://api.crawlora.net/api/v1)
- [Crawlora API key signup](https://crawlora.net)

## Skill Output:

**Output Type(s):** [JSON, Shell commands, Guidance]

**Output Format:** [Normalized JSON from Crawlora API responses, with Markdown guidance and shell command examples]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Requires CRAWLORA_API_KEY; limited to documented GET endpoints for Zalando markets, search, suggestions, products, categories, and category navigation.]

## Skill Version(s):

1.0.17 (source: server release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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