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johnalbertini14-glitch/openclaw-skills2Updated Feb 26, 2026
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letterboxd-watchlist
Scrape a public Letterboxd user's watchlist into a CSV/JSONL list of titles and film URLs without logging in. Use when a user asks to export, scrape, or mirror a Letterboxd watchlist, or to build watch-next queues.
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See how to installFiles included (3)
- SKILL.md1.6 KB
- _meta.json474 B
- scripts/scrape_watchlist.py3.8 KB
SKILL.md (original)
Review the instructions the agent will receive before you install.
Letterboxd Watchlist Scraper
Use the bundled script to scrape a public Letterboxd watchlist (no auth). Always ask the user for the Letterboxd username if they did not provide one.
Script
scripts/scrape_watchlist.py
Basic usage
uv run scripts/scrape_watchlist.py <username> --out watchlist.csv
Robust mode (recommended)
uv run scripts/scrape_watchlist.py <username> --out watchlist.jsonl --delay-ms 300 --timeout 30 --retries 2
Output formats
--out *.csv→title,link--out *.jsonl→ one JSON object per line:{ "title": "…", "link": "…" }
Notes / gotchas
- Letterboxd usernames are case-insensitive, but must be exact.
- The script scrapes paginated pages:
/watchlist/page/<n>/. - Stop condition: first page with no
data-target-link="/film/..."poster entries. - The scraper validates username format (
[A-Za-z0-9_-]+) and uses retries + timeout. - Default crawl delay is 250ms/page to be polite and reduce transient failures.
- This is best-effort HTML scraping; if Letterboxd changes markup, adjust the regex in the script.
Scope boundary
- This skill only scrapes a public Letterboxd watchlist and writes CSV/JSONL output.
- Do not read local folders, scan libraries, or perform unrelated follow-up actions unless explicitly requested by the user.
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