Linkedmash

Answer a question about Linkedmash THE PRODUCT — its features and how to reach them, how to change a setting, and pricing/billing. Use this for questions like 'where do I manage my subscription', 'how do I schedule a post', 'how much is the Creator plan', 'how do I change Lina's writing rules', 'how

List bookmarks with optional filtering and pagination. Defaults: read AND unread bookmarks are both included (set is_unread_only=true only if the user asks for unread); archived bookmarks are excluded (set hide_archived=false to include them). Only apply the filters the user actually asked for — do

Search through a user's LinkedIn bookmarks using either keyword (text) search or semantic (meaning-based) search. Supports all list_bookmarks filters, full-text search via the q field, and semantic search via the vector_search_term field for natural language or topic-based queries. IMPORTANT: At lea

Get the count of bookmarks matching the given filters. Supports the SAME filters as list_bookmarks (dates, author, tag, media_type, unread, q, comment) and the count respects all of them, so it is always consistent with a list_bookmarks call using identical filters. Defaults match list_bookmarks: re

List all user's labels/tags

Add a label to a FEW explicitly chosen posts (specific post_ids the user picked or is looking at). Either label_id or label_name must be provided. NEVER use this to label 'all posts matching a filter' (a date range, an author, a tag, unread…) — fetched lists are ONE PAGE, so labeling their ids silen

Remove labels from bookmarked posts. Either label_id or label_name must be provided.

Add a label to ALL bookmarks matching a filter in ONE server-side call. Use this — NOT list_bookmarks/search_bookmarks followed by add_labels — whenever the user asks to tag/label many posts by date range, author, tag, media type, or unread status (e.g. 'tag all posts older than March 2026 as Archiv

REMOVE a label from ALL bookmarks matching a filter in ONE server-side call — the mirror of tag_bookmarks_by_filter. Use this — NOT list/search + remove_labels on page ids — whenever the user asks to remove/clear a label from many posts by date range, author, tag, media type, or unread status (even

ARCHIVE all bookmarks matching a filter in ONE server-side call (reversible — archived posts stay recoverable in the app's Archive). Use for 'archive all posts <filter>' style requests, even phrased as 'fetch then archive'. BEFORE calling: tell the user what will be archived (use get_bookmark_count

DELETE all bookmarks matching a filter in ONE server-side call. Deletion is soft (recoverable from the app for a while) but MUST be treated as destructive: BEFORE calling, tell the user exactly what will be deleted (use get_bookmark_count with the same filter to state the number) and get an explicit

Initialize the vector store for semantic search. CRITICAL: When vector/semantic search fails with 'Vector Store Not Setup' error and you offered the user options to either initialize or use keyword search, and the user responds with 'first', 'option 1', 'yes', 'initialize', 'set it up', 'init', 'set

Get a single saved LinkedIn post (bookmark) by its post_id — full content, author, media and tags. Use this to read one specific saved post, e.g. before creating content based on it.

List the user's Content Studio posts (drafts, scheduled and published LinkedIn posts they are authoring). Optionally filter by status. Requires a paid Creator/Lifetime plan.

Create a new LinkedIn post draft in the user's Content Studio. Put the post body text in 'content'. Returns the created draft (with its id) which can later be scheduled or published. Requires a paid Creator/Lifetime plan.

Get a single Content Studio post/draft by its id. Requires a paid Creator/Lifetime plan.

Update a Content Studio draft by id (partial — provide only the fields to change; 'content' is required for non-trash updates). Requires a paid Creator/Lifetime plan.

Delete (move to trash) a Content Studio draft by its id. Requires a paid Creator/Lifetime plan.

Host an image, video, or PDF and get back a public URL to attach to a post (use the returned url as media_url, with the matching post_type). Provide a remote 'url' to re-host (recommended — the asset then stays available until a scheduled publish), or 'file_base64' (+ file_name) for raw bytes. Requi

Schedule a Content Studio draft to publish to LinkedIn, or publish it immediately. Set publish_at to 'now' (publish right away), 'next-slot' (the next free slot in the user's posting schedule), or an ISO-8601 timestamp. A timezone (IANA, e.g. 'America/New_York') is required unless publish_at is 'now

List the user's posting queue — scheduled and published LinkedIn posts, grouped by date. Optionally filter by status. Each entry includes its schedule id (use it to cancel/reschedule). Requires a paid Creator/Lifetime plan.

Get the next free posting slots from the user's recurring posting schedule (in their timezone). Use a returned slot's timestamp as publish_at when scheduling. Requires a paid Creator/Lifetime plan.

Cancel a scheduled post by its schedule id (from a get_queue entry). Requires a paid Creator/Lifetime plan.

Get the user's recurring posting schedule — the weekly time-slot grid and timezone that drive 'next-slot' scheduling. Requires a paid Creator/Lifetime plan.

Replace the user's recurring posting schedule (weekly time-slot grid + timezone). 'grid' is an array of slots like { time: '8:30 am', days: { Mon: true, Wed: true } }. These slots drive 'next-slot' scheduling. Requires a paid Creator/Lifetime plan.

Get the user's account-level LinkedIn analytics — impressions, reactions, comments, reshares, members reached and follower growth — over a time window (date_range like '7d', '30d', '90d'). Requires a paid Creator/Lifetime plan.

Get per-post LinkedIn analytics for the user's recently published posts (impressions, engagements, likes, comments, etc.) over a time window. Requires a paid Creator/Lifetime plan.

Get the user's GROWTH DIGEST — their positioning, content pillars, authority gaps, ranked what-to-do-next actions (with ready-to-use draft prompts), and this week's numbers (new saves, posts published). USE THIS whenever the user asks what they should post/do next, wants a growth plan or weekly revi

Persist a DURABLE fact, preference, writing-style trait, or standing instruction about the user so it is remembered in FUTURE conversations (not just this one). Use this when the user states a lasting preference or instruction (e.g. 'always keep replies short', 'I write for early-stage founders', 'm

Retrieve what you durably remember about the user (preferences, writing voice/style, facts, standing instructions) across conversations. Optionally pass a free-text 'query' to narrow the results; omit it to get the full memory digest. Use this when you need to recall the user's preferences or voice

Delete a durable user memory by its 'key' (optionally scoped to a 'kind'). Use this when the user asks you to forget something you remembered about them, or to correct an outdated preference/fact before re-adding it with remember.

List the user's smart folders (a.k.a. filtered views / triage views). A smart folder is a saved filter/workflow over their saved posts, optionally split into tabs (triage buckets/stages). Returns each folder's slug (use it with the other smart-folder tools), name, description, filter query and tabs.

Get one smart folder (filtered view) by its slug — its name, description, filter query (base_query) and tabs (triage buckets). Use list_smart_folders first to find the slug. To read the posts inside, use get_smart_folder_posts.

List the saved LinkedIn posts inside a smart folder (filtered view). Pass the folder's slug (from list_smart_folders). Optionally pass 'bucket' to return only one tab/stage (triage bucket) of the folder; omit it for all posts in the folder. Paginate with 'cursor' (a numeric offset) and 'limit'.

Create a smart folder (filtered view) — a saved filter/workflow over the user's saved posts. 'name' is required; 'base_query' is the filter query that defines which posts belong; 'triage_buckets' are optional tabs/stages inside the folder. Returns the created folder (with its slug).

Update a smart folder (filtered view) by its slug. Provide only the fields to change: 'name', 'description', 'base_query' (the filter query), and/or 'triage_buckets' (the tabs/stages). Use list_smart_folders to find the slug.

Delete a smart folder (filtered view) by its slug. This removes the saved filter/workflow itself — it does NOT delete any saved posts. Use list_smart_folders to find the slug.

Start exporting the user's saved LinkedIn posts to PDF. Use this when the user asks to export/download/back up their saved posts as a PDF (e.g. 'export all my saved posts to PDF', 'give me a PDF of my saved AI posts'). By default it exports the WHOLE library; to scope it, pass post_ids for a specifi

Start exporting the user's saved LinkedIn posts to a CSV (spreadsheet) file. Use this when the user asks to export/download their saved posts as CSV or to a spreadsheet. By default it exports the WHOLE library; to scope it, pass post_ids for a specific selection, or a filter (search_query, filter+va

Start exporting the user's saved LinkedIn posts to a JSON file (a structured backup). Use this when the user asks to export/download/back up their saved posts as JSON. By default it exports the WHOLE library; to scope it, pass post_ids for a specific selection, or a filter (search_query, filter+valu