What makes movie-tv-research notable?

1.1K downloads. Trust evidence available

How should movie-tv-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

movie-tv-research

Researches movies and TV shows — metadata, cast/crew, ratings, reviews, streaming availability, and box-office performance — via the Crawlora API across IMDb, TMDB, JustWatch, Letterboxd, Rotten Tomatoes, Metacritic, and Box Office Mojo, returning clean JSON. Use when the user asks about a title's cast, ratings/scores, where to stream it, critic or user reviews, or its box-office numbers.

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.0.20

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K 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: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.20release · observed Sep 29, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17d53nb8nd03gyyfdy32rgde58e574f:movie-tv-research

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

Contract: missing

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

Documentation

CLAWHUB

145,091 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: movie-tv-research
description: Researches movies and TV shows — metadata, cast/crew, ratings, reviews, streaming availability, and box-office performance — via the Crawlora API across IMDb, TMDB, JustWatch, Letterboxd, Rotten Tomatoes, Metacritic, and Box Office Mojo, returning clean JSON. Use when the user asks about a title's cast, ratings/scores, where to stream it, critic or user reviews, or its box-office numbers.
---

# Movie & TV research

Pull title metadata, cast/crew, ratings, streaming availability, reviews, and
box-office numbers across seven film/TV data sources as normalized JSON from
the Crawlora API — no scraping IMDb pages or parsing streaming-provider HTML.

## When to use this skill

- "Who's in / who directed <title>?" / cast, crew, and credits lookups.
- "What's <title> rated on IMDb / Rotten Tomatoes / Metacritic / Letterboxd?"
- "Where can I stream <title>?" (JustWatch offers by provider).
- "How did <title> do at the box office?" (Box Office Mojo).
- "Find titles similar to <title>" or "what's popular right now."
- Critic vs. audience review comparisons; franchise/genre box-office analysis.

## 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

Pick the source by job:

1. **Identity & credits (IMDb / TMDB)** — search first: `/imdb/search` or
   `/tmdb/search`; then detail: `/imdb/title` (needs the IMDb id) or
   `/tmdb/movie/{id}` / `/tmdb/tv/{id}`. Cast/crew: `/imdb/title/credits` or
   TMDB's title payload. Person pages: `/imdb/name`, `/tmdb/person/{id}`.
2. **Scores & reviews** — Rotten Tomatoes (`/rottentomatoes/movie`, `/series`,
   `/movie/reviews`), Metacritic (`/metacritic/movie/{slug}`,
   `/critic-reviews`, `/user-reviews`), IMDb (`/imdb/title/reviews`),
   Letterboxd (`/letterboxd/film/{slug}`, `/reviews`, `/rating-histogram`).
3. **Where to watch (JustWatch)** — `/justwatch/search` → raw id, then
   `/justwatch/title/offers` (or `/title-by-id` + `/title/offers`) for
   per-provider streaming/rental/purchase links; `/justwatch/title/similar`
   for recommendations.
4. **Box office (Box Office Mojo)** — `/boxofficemojo/title` or `/release`
   for one film's numbers; `/weekend/domestic`, `/year/domestic`,
   `/year/worldwide` for charts; `/franchise` / `/genre` / `/brand` for
   rollups; `/showdown` to compare two releases head-to-head.

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

## Calling the API

```sh
# Identity + scores:
scripts/crawlora.sh /imdb/search query="Dune Part Two" | jq '.'
scripts/crawlora.sh /tmdb/search query="Dune Part Two" | jq '.'
scripts/crawlora.sh /rottentomatoes

_meta.json

{
  "ownerId": "kn70shhkf6qpfwgfrbgtep2wkd8c6b4t",
  "slug": "movie-tv-research",
  "version": "1.0.20",
  "publishedAt": 1790648311596
}

reference/endpoints.md

# movie-tv-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.

**119 endpoints across 7 platform group(s).**

## IMDb (30)

### `imdb_charts`

- **HTTP:** `GET /imdb/charts`
- **What:** IMDb title charts. Returns normalized rows from public IMDb title charts. Chart values: `top_rated_movies`, `top_rated_tv_shows`, `most_popular_movies`, `most_popular_tv_shows`, `top_rated_english_movies`, `lowest_rated_movies`.
- **Params:** `chart` (string, optional) — IMDb chart; `limit` (integer, optional) — Rows to return, default 25, max 250

### `imdb_image_types`

- **HTTP:** `GET /imdb/image-types`
- **What:** IMDb image types. Lists every value the `type` parameter of the IMDb image endpoints accepts: `behind_the_scenes`, `event`, `poster`, `product`, `production_art`, `publicity`, `still_frame`, `unknown`. Each row carries a display label and a short description.
- **Params:** _none_

### `imdb_name`

- **HTTP:** `GET /imdb/name`
- **What:** IMDb name detail. Returns normalized public IMDb person metadata and known-for rows. Pass exactly one of `id` or `url`.
- **Params:** `id` (string, optional) — IMDb name id; `url` (string, optional) — Absolute https://www.imdb.com/name/<id>/ URL

### `imdb_name_awards`

- **HTTP:** `GET /imdb/name/awards`
- **What:** IMDb name awards. Returns normalized public IMDb award rows for a person. Pass exactly one of `id` or `url`.
- **Params:** `id` (string, optional) — IMDb name id; `url` (string, optional) — Absolute https://www.imdb.com/name/<id>/ URL

### `imdb_name_credits`

- **HTTP:** `GET /imdb/name/credits`
- **What:** IMDb name credits. Returns normalized public IMDb filmography sections for a person. Pass exactly one of `id` or `url`.
- **Params:** `id` (string, optional) — IMDb name id; `url` (string, optional) — Absolute https://www.imdb.com/name/<id>/ URL

### `imdb_name_images`

- **HTTP:** `GET /imdb/name/images`
- **What:** IMDb name images. Returns image metadata from a person's media index, including the original image URL, dimensions, caption and credited people. Filter by image type with `type`, which accepts a single value or a comma-separated list of: `behind_the_scenes`, `event`, `poster`, `product`, `production_art`, `publicity`, `still_frame`, `unknown`. Omit `type` to return every type. Limit defaults to 50 and clamps to 1000. Pass exactly one of `id` or `url`.
- **Params:** `id` (string, optional) — IMDb name id; `limit` (integer, optional) — Rows to return, default 50, max 1000; `type` (string, optional) — Image type filter, single value or comma-separated list; `url` (string, opti

skill-card.md

## Description:

Researches movie and TV metadata, cast, ratings, reviews, streaming availability, and box office through the Crawlora API.

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:

People researching movies and TV shows use this skill to compare credits, ratings, reviews, streaming options, and box-office results across public sources.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Movie, TV, review, and streaming searches are sent to Crawlora; sensitive queries or exposed API keys may disclose private information.

Mitigation: Keep the API key in the environment and send only public, non-sensitive lookup terms; avoid secrets, confidential projects, and private watch-history analysis.

Risk: The endpoint catalog also contains public Metacritic game lookups outside the skill's main movie and TV purpose.

Mitigation: Limit requests to the movie and TV research task and review the chosen endpoint before sending a query.

## Reference(s):

- [Movie & TV research endpoint reference](reference/endpoints.md)
- [Movie & TV research on ClawHub](https://clawhub.ai/crawlora-org/skills/movie-tv-research)

## Skill Output:

**Output Type(s):** [Text, Guidance]

**Output Format:** [Markdown summaries informed by JSON lookup results]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Results depend on the selected public data sources and available Crawlora API credits.]

## Skill Version(s):

1.0.20 (source: server-resolved 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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