Thin wrapper around the existing Immich connector. CLIP-based content search means a query like "beach sunset" finds matching photos even without tags or captions. of_person requires you to have named your face clusters in Immich's People page first.

Pairs with the future whatsapp_send_with_photo composite skill: the id field this skill returns is the immich_asset_id that skill consumes — no JID translation, no separate auth, native composition.

find_photo

name	find_photo
description	Search the user's Immich photo library by content (CLIP), by person, or by recency
when_to_use	Reply ONE short sentence; never list filenames or describe photos in prose — the photos_found cards are the answer. ═══ TWO HARD RULES FOR `query` (CLIP content search) ═══ 1. Translate to ENGLISH before calling. Immich's CLIP model (ViT-B-32 OpenAI) was trained on English captions only. German / French / Spanish queries return semantically-random results because the model never saw those tokens. The user types "in einem Anzug" → you call with query='suit'. "am Strand" → query='beach'. "im Schnee" → query='snow'. ALWAYS English, even when the user's prompt is in another language. 2. Never include person names. CLIP cannot match faces. A name in `query` either matches nothing or accidentally matches based on filename text. Names ALWAYS go in `person` or `people` — those use Immich's face-recognition index. "Dirk in einem Anzug" → query='suit', person='Dirk' (NOT query='Dirk Anzug', NOT query='Dirk suit'). - User asks for a photo of a specific person ("show me a picture of Sara", "zeig mir Fotos von Oma", "find pictures of Anna from last summer") → call with op='of_person', person='<the name>'. Immich's face recognition handles the matching. DON'T put the name in `query` and use op='search' — that's CLIP text search which won't filter by face. - Generic content search ("photos from the beach", "Bilder vom Sonnenuntergang") → op='search' with query=<content>. - A specific date ("photos from 23. März 2007", "Bilder vom Sonntag", "Fotos vom 12. Juni") → pass `date='YYYY-MM-DD'`. The skill expands to a 00:00–23:59 window and auto-routes to op='taken_on' which uses Immich's EXIF taken-date filter. NEVER use op='search' with a date in `query` — that's text content search and returns random matches. - A date range ("photos from last March", "Fotos aus dem Sommer 2020") → pass `start_iso='YYYY-MM-DDT00:00:00'` and `end_iso='YYYY-MM-DDT23:59:59'`. Auto-routes to op='taken_on'. - "Any photos from this week?" / "recent photos" → op='recent'. - "How many photos do I have" / "wie viele Fotos habe ich" — call with op='stats' (or just op='recent', which also returns counts). The result includes total_photos, total_videos, total_assets library-wide. NEVER answer "I don't have access to the count" — this skill provides it. - Another skill (whatsapp_send_with_photo) needs to attach a relevant image When results.length >= 1 the skill emits `photos_found` automatically — do NOT enumerate filenames or describe the photos in text. Reply ONE short sentence ("Drei Fotos aus Italien, siehe Karten unten"). When results.length == 0, the skill stays silent; say so briefly in text ("Keine Fotos gefunden"). ═══ METADATA FILTERS (combine freely) ═══ Any combination of these auto-routes to op='filter' and runs as ONE Immich query — no need to call the skill multiple times or pick the "right" op. Combine with `person`, `start_iso`/`end_iso`/`date` freely: - Location ("aus Berlin", "vom Urlaub in Italien", "Fotos aus München") → `location='Berlin'`. Tries Immich's city → state → country fields in order. Place names only — for descriptive places like "am Strand" use op='search' with CLIP instead. - Favorites ("meine Lieblingsfotos", "die mit Herz") → `favorites_only=true`. - Album ("aus dem Album Hochzeit", "vom Roadtrip-Album") → `album='Hochzeit'`. Case-insensitive substring match. - Photos vs videos ("nur Fotos", "nur Videos") → `media_type='image'` \| `'video'`. Default returns both. - Camera ("vom iPhone", "von der Canon") → `camera_make='Apple'` or `camera_model='iPhone 14 Pro'`. Examples (combine any subset): "Fotos von Dirk in einem Anzug" / "photos of Dirk in a suit" → op='search', person='Dirk', query='suit' (CLIP content + face filter AND'd in one Immich call. Note query='suit' — ENGLISH — even though the user asked in German. Do NOT collapse into query='Dirk Anzug' or query='Dirk suit' — CLIP doesn't know who Dirk is, and the German word returns semantically-random results.) "Bilder vom Sonnenuntergang am Strand" → op='search', query='sunset at the beach' (German prompt → English query. Always.) "Foto im Anzug vor dem Spiegel" → op='search', query='suit in front of a mirror' "Lieblingsfoto von Sara aus Italien" → favorites_only=true, person='Sara', location='Italien' "Fotos vom Roadtrip 2023 in Spanien" → start_iso='2023-01-01T00:00:00', end_iso='2023-12-31T23:59:59', location='Spanien' "Videos vom Geburtstag aus dem Album 2024" → media_type='video', album='Geburtstag 2024' "drei iPhone-Fotos von Sara aus Hannover" → person='Sara', location='Hannover', camera_make='Apple', take_count=3 "Bilder von mir und Sara" (user is Tom) → people='Tom, Sara' (Immich AND's them — BOTH faces required) "Foto von uns dreien letzten Sommer in Italien" (user is Tom; +Sara, Anna) → people='Tom, Sara, Anna', location='Italien', start_iso='2024-06-01...', end_iso='2024-08-31...'
inputs	{"query":{"type":"string","required":false,"description":"Free-text content query (Immich CLIP semantic search).\nMUST be in ENGLISH — CLIP was trained on English captions only;\nGerman / French / Spanish queries return semantically-random\nresults. Translate before calling: \"Anzug\" → \"suit\", \"am Strand\"\n→ \"at the beach\", \"im Schnee\" → \"in the snow\".\nONLY the content the user is looking for — never names, never\ndates. Names go in `person` / `people` (face-recognition index),\ndates in `date` / `start_iso`+`end_iso` (EXIF index). Examples:\nquery='suit', query='sunset at the beach', query='red car',\nquery='cake'. NOT query='Dirk suit', NOT query='Anzug', NOT\nquery='2007'.\n"},"op":{"type":"string","required":false,"default":"search","description":"One of 'search' (content CLIP) \| 'recent' (newest first) \|\n'of_person' (face-filtered) \| 'taken_on' (EXIF date filter — needs date or start_iso+end_iso) \|\n'filter' (combined metadata — location / favorite / album / camera / media_type; auto-routed when any of those are set) \|\n'stats' (counts only). Auto-routing — any metadata filter wins; pure date alone falls through to 'taken_on'.\n"},"person":{"type":"string","required":false,"description":"Named person for op='of_person'. Must match a face cluster you've labelled in Immich. For multiple people, use `people` instead."},"people":{"type":"string","required":false,"description":"Multiple people the photo must contain — pass either a list [\"Sara\", \"Tom\"]\nor a comma-separated string (\"Sara, Tom\"). Auto-routes to op='filter'.\nImmich AND's them — \"Sara, Tom\" returns photos with BOTH faces. Use this\nfor \"Fotos von mir und Sara\" / \"photos of me and X\". Substitute \"me / ich\"\nwith the logged-in user's first name (see WHO 'ME' IS in the system prompt).\n"},"date":{"type":"string","required":false,"description":"A single calendar day, format YYYY-MM-DD. The skill expands to a 00:00–23:59 window and auto-routes to op='taken_on'. Easiest way to filter by date — \"photos from 23. März 2007\" → date='2007-03-23'."},"start_iso":{"type":"string","required":false,"description":"Range start as ISO datetime YYYY-MM-DDTHH:MM:SS. Pair with end_iso. For a single day, use `date` instead."},"end_iso":{"type":"string","required":false,"description":"Range end as ISO datetime YYYY-MM-DDTHH:MM:SS. Pair with start_iso."},"days":{"type":"integer","required":false,"default":7,"description":"Look-back window for op='recent'"},"take_count":{"type":"integer","required":false,"default":12,"description":"Max results (1-30)"},"location":{"type":"string","required":false,"description":"Place name — city / state / country (e.g. \"Berlin\", \"Italy\", \"Bayern\"). Auto-routes to op='filter'. Combine with date/person/etc. For descriptive places (\"am Strand\") use op='search' with CLIP instead."},"favorites_only":{"type":"boolean","required":false,"default":false,"description":"Only return photos the user has marked as Favorite in Immich. Auto-routes to op='filter'."},"album":{"type":"string","required":false,"description":"Restrict to a single album by name (case-insensitive substring match). Auto-routes to op='filter'."},"media_type":{"type":"string","required":false,"description":"One of 'image' \| 'video'. Default returns both. Auto-routes to op='filter'."},"camera_make":{"type":"string","required":false,"description":"Camera manufacturer (\"Apple\", \"Canon\", \"Sony\"). Auto-routes to op='filter'."},"camera_model":{"type":"string","required":false,"description":"Specific camera model (\"iPhone 14 Pro\"). Auto-routes to op='filter'."}}
outputs	{"photos":{"type":"array","description":"One element per match, each with:\n - id (str) — Immich asset id (use as `immich_asset_id` for downstream send)\n - original_name (str)\n - taken_at (str) — ISO date\n - type (str) — 'IMAGE' or 'VIDEO'\n - thumbnail_url (str) — pre-authenticated, browser-ready\n - view_url (str) — Immich web UI link\n"}}
cost	1 Immich API call (no LLM)
permissions	["admin","member","restricted"]
side_effects	none — read-only
tags	["immich","photos","search","clip"]

name	find_photo
description	Search the user's Immich photo library by content (CLIP), by person, or by recency
when_to_use	Reply ONE short sentence; never list filenames or describe photos in prose — the photos_found cards are the answer. ═══ TWO HARD RULES FOR `query` (CLIP content search) ═══ 1. Translate to ENGLISH before calling. Immich's CLIP model (ViT-B-32 OpenAI) was trained on English captions only. German / French / Spanish queries return semantically-random results because the model never saw those tokens. The user types "in einem Anzug" → you call with query='suit'. "am Strand" → query='beach'. "im Schnee" → query='snow'. ALWAYS English, even when the user's prompt is in another language. 2. Never include person names. CLIP cannot match faces. A name in `query` either matches nothing or accidentally matches based on filename text. Names ALWAYS go in `person` or `people` — those use Immich's face-recognition index. "Dirk in einem Anzug" → query='suit', person='Dirk' (NOT query='Dirk Anzug', NOT query='Dirk suit'). - User asks for a photo of a specific person ("show me a picture of Sara", "zeig mir Fotos von Oma", "find pictures of Anna from last summer") → call with op='of_person', person='<the name>'. Immich's face recognition handles the matching. DON'T put the name in `query` and use op='search' — that's CLIP text search which won't filter by face. - Generic content search ("photos from the beach", "Bilder vom Sonnenuntergang") → op='search' with query=<content>. - A specific date ("photos from 23. März 2007", "Bilder vom Sonntag", "Fotos vom 12. Juni") → pass `date='YYYY-MM-DD'`. The skill expands to a 00:00–23:59 window and auto-routes to op='taken_on' which uses Immich's EXIF taken-date filter. NEVER use op='search' with a date in `query` — that's text content search and returns random matches. - A date range ("photos from last March", "Fotos aus dem Sommer 2020") → pass `start_iso='YYYY-MM-DDT00:00:00'` and `end_iso='YYYY-MM-DDT23:59:59'`. Auto-routes to op='taken_on'. - "Any photos from this week?" / "recent photos" → op='recent'. - "How many photos do I have" / "wie viele Fotos habe ich" — call with op='stats' (or just op='recent', which also returns counts). The result includes total_photos, total_videos, total_assets library-wide. NEVER answer "I don't have access to the count" — this skill provides it. - Another skill (whatsapp_send_with_photo) needs to attach a relevant image When results.length >= 1 the skill emits `photos_found` automatically — do NOT enumerate filenames or describe the photos in text. Reply ONE short sentence ("Drei Fotos aus Italien, siehe Karten unten"). When results.length == 0, the skill stays silent; say so briefly in text ("Keine Fotos gefunden"). ═══ METADATA FILTERS (combine freely) ═══ Any combination of these auto-routes to op='filter' and runs as ONE Immich query — no need to call the skill multiple times or pick the "right" op. Combine with `person`, `start_iso`/`end_iso`/`date` freely: - Location ("aus Berlin", "vom Urlaub in Italien", "Fotos aus München") → `location='Berlin'`. Tries Immich's city → state → country fields in order. Place names only — for descriptive places like "am Strand" use op='search' with CLIP instead. - Favorites ("meine Lieblingsfotos", "die mit Herz") → `favorites_only=true`. - Album ("aus dem Album Hochzeit", "vom Roadtrip-Album") → `album='Hochzeit'`. Case-insensitive substring match. - Photos vs videos ("nur Fotos", "nur Videos") → `media_type='image'` \| `'video'`. Default returns both. - Camera ("vom iPhone", "von der Canon") → `camera_make='Apple'` or `camera_model='iPhone 14 Pro'`. Examples (combine any subset): "Fotos von Dirk in einem Anzug" / "photos of Dirk in a suit" → op='search', person='Dirk', query='suit' (CLIP content + face filter AND'd in one Immich call. Note query='suit' — ENGLISH — even though the user asked in German. Do NOT collapse into query='Dirk Anzug' or query='Dirk suit' — CLIP doesn't know who Dirk is, and the German word returns semantically-random results.) "Bilder vom Sonnenuntergang am Strand" → op='search', query='sunset at the beach' (German prompt → English query. Always.) "Foto im Anzug vor dem Spiegel" → op='search', query='suit in front of a mirror' "Lieblingsfoto von Sara aus Italien" → favorites_only=true, person='Sara', location='Italien' "Fotos vom Roadtrip 2023 in Spanien" → start_iso='2023-01-01T00:00:00', end_iso='2023-12-31T23:59:59', location='Spanien' "Videos vom Geburtstag aus dem Album 2024" → media_type='video', album='Geburtstag 2024' "drei iPhone-Fotos von Sara aus Hannover" → person='Sara', location='Hannover', camera_make='Apple', take_count=3 "Bilder von mir und Sara" (user is Tom) → people='Tom, Sara' (Immich AND's them — BOTH faces required) "Foto von uns dreien letzten Sommer in Italien" (user is Tom; +Sara, Anna) → people='Tom, Sara, Anna', location='Italien', start_iso='2024-06-01...', end_iso='2024-08-31...'
inputs	{"query":{"type":"string","required":false,"description":"Free-text content query (Immich CLIP semantic search).\nMUST be in ENGLISH — CLIP was trained on English captions only;\nGerman / French / Spanish queries return semantically-random\nresults. Translate before calling: \"Anzug\" → \"suit\", \"am Strand\"\n→ \"at the beach\", \"im Schnee\" → \"in the snow\".\nONLY the content the user is looking for — never names, never\ndates. Names go in `person` / `people` (face-recognition index),\ndates in `date` / `start_iso`+`end_iso` (EXIF index). Examples:\nquery='suit', query='sunset at the beach', query='red car',\nquery='cake'. NOT query='Dirk suit', NOT query='Anzug', NOT\nquery='2007'.\n"},"op":{"type":"string","required":false,"default":"search","description":"One of 'search' (content CLIP) \| 'recent' (newest first) \|\n'of_person' (face-filtered) \| 'taken_on' (EXIF date filter — needs date or start_iso+end_iso) \|\n'filter' (combined metadata — location / favorite / album / camera / media_type; auto-routed when any of those are set) \|\n'stats' (counts only). Auto-routing — any metadata filter wins; pure date alone falls through to 'taken_on'.\n"},"person":{"type":"string","required":false,"description":"Named person for op='of_person'. Must match a face cluster you've labelled in Immich. For multiple people, use `people` instead."},"people":{"type":"string","required":false,"description":"Multiple people the photo must contain — pass either a list [\"Sara\", \"Tom\"]\nor a comma-separated string (\"Sara, Tom\"). Auto-routes to op='filter'.\nImmich AND's them — \"Sara, Tom\" returns photos with BOTH faces. Use this\nfor \"Fotos von mir und Sara\" / \"photos of me and X\". Substitute \"me / ich\"\nwith the logged-in user's first name (see WHO 'ME' IS in the system prompt).\n"},"date":{"type":"string","required":false,"description":"A single calendar day, format YYYY-MM-DD. The skill expands to a 00:00–23:59 window and auto-routes to op='taken_on'. Easiest way to filter by date — \"photos from 23. März 2007\" → date='2007-03-23'."},"start_iso":{"type":"string","required":false,"description":"Range start as ISO datetime YYYY-MM-DDTHH:MM:SS. Pair with end_iso. For a single day, use `date` instead."},"end_iso":{"type":"string","required":false,"description":"Range end as ISO datetime YYYY-MM-DDTHH:MM:SS. Pair with start_iso."},"days":{"type":"integer","required":false,"default":7,"description":"Look-back window for op='recent'"},"take_count":{"type":"integer","required":false,"default":12,"description":"Max results (1-30)"},"location":{"type":"string","required":false,"description":"Place name — city / state / country (e.g. \"Berlin\", \"Italy\", \"Bayern\"). Auto-routes to op='filter'. Combine with date/person/etc. For descriptive places (\"am Strand\") use op='search' with CLIP instead."},"favorites_only":{"type":"boolean","required":false,"default":false,"description":"Only return photos the user has marked as Favorite in Immich. Auto-routes to op='filter'."},"album":{"type":"string","required":false,"description":"Restrict to a single album by name (case-insensitive substring match). Auto-routes to op='filter'."},"media_type":{"type":"string","required":false,"description":"One of 'image' \| 'video'. Default returns both. Auto-routes to op='filter'."},"camera_make":{"type":"string","required":false,"description":"Camera manufacturer (\"Apple\", \"Canon\", \"Sony\"). Auto-routes to op='filter'."},"camera_model":{"type":"string","required":false,"description":"Specific camera model (\"iPhone 14 Pro\"). Auto-routes to op='filter'."}}
outputs	{"photos":{"type":"array","description":"One element per match, each with:\n - id (str) — Immich asset id (use as `immich_asset_id` for downstream send)\n - original_name (str)\n - taken_at (str) — ISO date\n - type (str) — 'IMAGE' or 'VIDEO'\n - thumbnail_url (str) — pre-authenticated, browser-ready\n - view_url (str) — Immich web UI link\n"}}
cost	1 Immich API call (no LLM)
permissions	["admin","member","restricted"]
side_effects	none — read-only
tags	["immich","photos","search","clip"]