/stream search </code></td><td>Search for movies/TV shows</td></tr><tr><td>`/stream info <id> [tv\</td><td>movie]`</td><td>Detailed info + availability</td></tr><tr><td>`/stream watch <id> [tv\</td><td>movie]`</td><td>Start tracking a title</td></tr><tr><td><code>/stream progress S01E05</code></td><td>Update progress on current show</td></tr><tr><td><code>/stream done [1-5]</code></td><td>Mark as finished + rate (auto-learns)</td></tr><tr><td><code>/stream like [id]</code></td><td>Mark as liked → learns preferences</td></tr><tr><td><code>/stream dislike [id]</code></td><td>Mark as disliked → learns preferences</td></tr><tr><td>`/stream suggest [service] [tv\</td><td>movie]`</td><td>Personalized recommendations</td></tr><tr><td><code>/stream mood <mood></code></td><td>Search by mood</td></tr><tr><td><code>/stream surprise</code></td><td>Random recommendation</td></tr><tr><td><code>/stream why <id></code></td><td>Explain why this matches you</td></tr><tr><td><code>/stream watchlist</code></td><td>Show watchlist</td></tr><tr><td><code>/stream watchlist add <id></code></td><td>Add to watchlist</td></tr><tr><td><code>/stream history</code></td><td>View watch history</td></tr><tr><td><code>/stream profile</code></td><td>Show your taste profile</td></tr><tr><td><code>/stream services</code></td><td>Manage streaming services</td></tr><tr><td><code>/stream services add <name></code></td><td>Add a service</td></tr><tr><td><code>/stream services remove <name></code></td><td>Remove a service</td></tr></tbody></table><h2>Mood Options</h2><table><thead><tr><th>Mood</th><th>Genres</th></tr></thead><tbody><tr><td>------</td><td>--------</td></tr><tr><td><code>exciting</code></td><td>Action, Thriller, Sci-Fi, Adventure</td></tr><tr><td><code>relaxing</code></td><td>Comedy, Animation, Family, Documentary</td></tr><tr><td><code>thoughtful</code></td><td>Drama, Mystery, History</td></tr><tr><td><code>scary</code></td><td>Horror, Thriller</td></tr><tr><td><code>romantic</code></td><td>Romance, Drama</td></tr><tr><td><code>funny</code></td><td>Comedy, Animation</td></tr></tbody></table><h2>Supported Services</h2><ul><li><code>netflix</code>, <code>amazon-prime</code>, <code>disney-plus</code>, <code>apple-tv-plus</code></li><li><code>youtube-premium</code>, <code>wow</code>, <code>paramount-plus</code>, <code>crunchyroll</code></li><li><code>joyn</code>, <code>rtl</code>, <code>magenta</code>, <code>mubi</code></li></ul><h2>Learning System</h2><p>The skill learns your preferences from:</p><ol><li><strong>Ratings</strong>: When you finish with <code>/stream done [1-5]</code>:</li><ul><li>Rating 4-5: Adds genres/themes/actors to "liked"</li><li>Rating 1-2: Adds genres to "avoided"</li></ul></ol><ol><li><strong>Explicit Feedback</strong>: <code>/stream like</code> and <code>/stream dislike</code>:</li><ul><li>Extracts genres, themes, actors, directors</li><li>Updates preference weights</li></ul></ol><ol><li><strong>Preference Profile</strong> includes:</li><ul><li>Genre preferences (weighted scores)</li><li>Liked/disliked themes</li><li>Favorite actors & directors</li><li>Custom mood mappings</li></ul></ol><h2>Handler Usage</h2><pre><code># Core commands
handler.sh status $WORKSPACE
handler.sh search "severance" $WORKSPACE
handler.sh info 95396 tv $WORKSPACE
handler.sh watch 95396 tv $WORKSPACE
handler.sh progress S01E05 $WORKSPACE
handler.sh done 5 "Great show!" $WORKSPACE
# Learning commands
handler.sh like $WORKSPACE # Like current watching
handler.sh like 12345 movie $WORKSPACE # Like specific title
handler.sh dislike $WORKSPACE
handler.sh why 95396 tv $WORKSPACE
handler.sh profile $WORKSPACE
# Recommendation commands
handler.sh suggest $WORKSPACE # All services, all types
handler.sh suggest prime movie $WORKSPACE # Prime movies only
handler.sh mood exciting $WORKSPACE
handler.sh mood relaxing tv $WORKSPACE
handler.sh surprise $WORKSPACE
# List commands
handler.sh watchlist list $WORKSPACE
handler.sh watchlist add 12345 tv $WORKSPACE
handler.sh history $WORKSPACE
# Service management
handler.sh services list $WORKSPACE
handler.sh services add netflix $WORKSPACE
handler.sh services remove netflix $WORKSPACE
</code></pre><h2>Data Files</h2><p>All data stored in <code>$WORKSPACE/memory/streaming-buddy/</code>:</p><table><thead><tr><th>File</th><th>Purpose</th></tr></thead><tbody><tr><td>------</td><td>---------</td></tr><tr><td><code>config.json</code></td><td>TMDB API key, region, language</td></tr><tr><td><code>profile.json</code></td><td>User profile metadata</td></tr><tr><td><code>services.json</code></td><td>Active streaming services</td></tr><tr><td><code>preferences.json</code></td><td>Learned taste preferences</td></tr><tr><td><code>watching.json</code></td><td>Currently watching</td></tr><tr><td><code>watchlist.json</code></td><td>Want to watch list</td></tr><tr><td><code>history.json</code></td><td>Watched + ratings</td></tr><tr><td><code>cache/*.json</code></td><td>API response cache (24h)</td></tr></tbody></table><h2>Setup</h2><ol><li>Get TMDB API key: https://www.themoviedb.org/settings/api</li><li>Store in <code>memory/streaming-buddy/config.json</code>:</li></ol><p> ```json</p><p> {</p><p> "tmdbApiKey": "your_api_key",</p><p> "region": "DE",</p><p> "language": "de-DE"</p><p> }</p><p> ```</p><ol><li>Run <code>/stream setup</code> to configure services</li></ol><h2>Conversation Examples</h2><p><strong>Mood-based search:</strong></p><pre><code>User: I want something exciting tonight
Bot: 🎬 Exciting picks for you:
1. Reacher S3 (Prime) ⭐8.5
2. Jack Ryan (Prime) ⭐8.1
...
</code></pre><p><strong>Learning from feedback:</strong></p><pre><code>User: /stream done 5
Bot: ✅ Severance marked as done (⭐5)
📚 Learned: +Drama, +Mystery, +Sci-Fi
Actors: Adam Scott, Britt Lower saved to favorites
</code></pre><p><strong>Explaining recommendations:</strong></p><pre><code>User: /stream why 95396
Bot: 🎯 Why Severance matches you:
✓ Genre "Drama" (you like this, +2)
✓ Genre "Mystery" (you like this, +2)
✓ Theme "office" in your preferences
✓ With Adam Scott (your favorite)
Similar to: Fallout ⭐5
</code></pre><h2>Language Support</h2><ul><li>Language detected from <code>config.json</code> (<code>language: "de-DE"</code> or <code>"en"</code>)</li><li>All output adapts to configured language</li><li>Commands work in any language</li></ul><h2>Requirements</h2><ul><li><code>jq</code> (JSON processor)</li><li><code>curl</code> (HTTP client)</li><li><code>bash</code> 4.0+</li><li>TMDB API key (free)</li></ul><h2>References</h2><ul><li><a href="references/services.md" target="_blank" rel="noopener">services.md</a> — Full list of streaming services</li><li><a href="references/tmdb-api.md" target="_blank" rel="noopener">tmdb-api.md</a> — TMDB API usage</li><li><a href="references/justwatch.md" target="_blank" rel="noopener">justwatch.md</a> — Availability data integration</li></ul></div>
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