What makes facebook-research notable?

997 downloads. Trust evidence available

How should facebook-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

facebook-research

Searches Facebook Marketplace listings and looks up public Facebook Page details (name, follower/like counts, category, contact info) via the Crawlora API, returning clean JSON. Use when the user wants Marketplace listing data for a location/category or a public Page's profile info — instead of scraping Facebook directly.

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

997

Updated

Oct 11, 2026

Version

1.0.16

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 997 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: 997 downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.16release · observed Sep 17, 2026
Handshake status: UNKNOWNsecurity

What changed

Newest first. Only changes that point at a source are listed.

Release 1.0.16release
Security hardening: generated helpers now enforce exact routes, methods, and credential-safe curl behavior.
Observed Sep 17, 2026 · source

Install and run

Setup complexity: low.

clawhub skill install s17d53nb8nd03gyyfdy32rgde58e574f:facebook-research

Install using `clawhub skill install s17d53nb8nd03gyyfdy32rgde58e574f:facebook-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/facebook-research before using production credentials.

Contract: missing

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

96,531 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: facebook-research
description: Searches Facebook Marketplace listings and looks up public Facebook Page details (name, follower/like counts, category, contact info) via the Crawlora API, returning clean JSON. Use when the user wants Marketplace listing data for a location/category or a public Page's profile info — instead of scraping Facebook directly.
---

# Facebook research

Search Facebook Marketplace and look up public Facebook Page details — all
as normalized JSON from the Crawlora API, no browser automation or logged-in
session required.

## When to use this skill

- "Find Marketplace listings for <item> near <location>."
- "What's on the Marketplace browse feed for <location>/<category>?"
- "Get <Facebook Page>'s follower count / category / contact info."
- "Does this Facebook Page list a phone number or website?"
- Local-market price research or lead-gen sweeps of a Page's public About tab.

## 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. **Marketplace search / browse** — `GET /facebook/marketplace/search` with a
   required `location` (Marketplace vanity slug) plus an optional `query` or
   `category`; omit both `query` and `category` to get the location's browse
   feed instead of a search. `min_price`, `max_price`, `sort_by`,
   `days_since_listed`, and `condition` only take effect alongside a `query`
   or `category`.
2. **Page lookup** — `GET /facebook/{page}` where `page` is a vanity name,
   handle, `profile.php` id, or full Facebook URL; returns name, follower/like
   counts, intro, category, business hours/price range, review count, and any
   public contact details on the Page's About tab.

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

## Calling the API

```sh
# Marketplace search / browse:
scripts/crawlora.sh /facebook/marketplace/search location=chicago-il query="dining table" | jq '.'
scripts/crawlora.sh /facebook/marketplace/search location=chicago-il category=vehicles min_price=5000 | jq '.'

# Page lookup:
scripts/crawlora.sh /facebook/nike | jq '.'
```

Use `scripts/crawlora.sh` for all requests; it keeps the API key out of command-line arguments.


## Endpoint reference

See [`reference/endpoints.md`](reference/endpoints.md) for both Facebook
endpoints this skill uses.

## Examples

- **Local resale price check:** `/facebook/marketplace/search` with
  `location` + `query` for an item, compare listed prices/conditions across
  the first page of results.
- **Business lead enrichment:** `/facebook/{page}` for a prospect's Facebook
  Page to pull follower count, category, and any public ph

_meta.json

{
  "ownerId": "kn70shhkf6qpfwgfrbgtep2wkd8c6b4t",
  "slug": "facebook-research",
  "version": "1.0.16",
  "publishedAt": 1789640362148
}

reference/endpoints.md

# facebook-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.

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

## Facebook (2)

### `facebook_marketplace_search`

- **HTTP:** `GET /facebook/marketplace/search`
- **What:** Search Facebook Marketplace. Fetches Facebook Marketplace search or browse results for a location: listing id, title, price, city/state, and a thumbnail image per result. Only the first page Facebook's own server-rendered results page returns is available — Facebook's own further pagination requires a logged-in session and is out of scope. Omit both query and category to get the location's browse feed instead of running a search. minPrice, maxPrice, sortBy, daysSinceListed, and condition only take effect alongside a query or category (Facebook itself ignores them on the plain browse feed), except for the property_rentals category, which has its own always-filtered listing page. This endpoint can take noticeably longer than other search endpoints (up to roughly a minute in the slowest case) as it retries to get past an intermittent upstream condition; priced accordingly.
- **Params:** `category` (string, optional) — Marketplace category; `condition` (string, optional) — Comma-separated listing conditions; requires query or category; `days_since_listed` (integer, optional) — Restrict to listings posted within this many days; requires query or category; `location` (string, **required**) — Facebook Marketplace location vanity slug; `max_price` (integer, optional) — Maximum price in whole currency units; requires query or category; `min_price` (integer, optional) — Minimum price in whole currency units; requires query or category; `query` (string, optional) — Free-text search terms; omit (with category) for the location's browse feed; `sort_by` (string, optional) — Result order; requires query or category

### `facebook_page`

- **HTTP:** `GET /facebook/{page}`
- **What:** Get Facebook page details. Fetches public data about a Facebook Page given its page ID, vanity name, or full page URL: name, follower/like counts, intro, category, business hours/price range, review count, and any public contact details (email, phone, address, website, WhatsApp number) exposed on the Page's About tab.
- **Params:** `page` (string, **required**) — Facebook Page reference: vanity name, handle, profile.php id, or full Facebook URL

skill-card.md

## Description:

Searches Facebook Marketplace listings and looks up public Facebook Page details (name, follower/like counts, category, contact info) via the Crawlora API, returning clean 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:

Developers and agents use this skill to research public Facebook Marketplace listings by location, category, or query and to retrieve public Facebook Page profile details without browser automation or a logged-in session.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Facebook search terms, page identifiers, and the Crawlora API key are sent to Crawlora.

Mitigation: Set CRAWLORA_API_KEY only in the environment, review requests before execution, and avoid sending sensitive identifiers.

Risk: Results may include public business contact details from Facebook Pages.

Mitigation: Use returned contact details in line with Facebook terms and applicable privacy expectations.

## Reference(s):

- [Endpoint reference](reference/endpoints.md)
- [Crawlora](https://crawlora.net)
- [Crawlora API base](https://api.crawlora.net/api/v1)
- [ClawHub skill page](https://clawhub.ai/crawlora-org/skills/facebook-research)

## Skill Output:

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

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

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Requires CRAWLORA_API_KEY; requests are limited to documented GET routes for public Facebook Marketplace and Page data.]

## Skill Version(s):

1.0.16 (source: server release metadata)

## 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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