openclaw/letterboxd-watchlist
0xnuminous/letterboxd-watchlist/SKILL.md
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.
$ install --global
skillsauthnpx skillsauth add openclaw/skills letterboxd-watchlistInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 3, 2026, 1:01 AM80.2s1 file scanned
SKILL.md
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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