Add a special (non-folder) row to activeFolderNames and blank data to all lists indexed from said list.

Apply text regex classifiers to a story. Matches content only. Args: classifiers: List of MClassifierText objects with is_regex=True

Apply title regex classifiers to a story. Matches title only. Args: classifiers: List of MClassifierTitle objects with is_regex=True

Utility method to filter out and carp about negative unread counts. These tend to indicate a problem in the app or API, but are very confusing to use

Generate an editorial summary of the selected stories. Args: user_id: The user's ID scored_stories: List of dicts from scori

Gets a set of feed IDs iff there are multiples or null otherwise.

Gets a single saved tag iff there is only one or null otherwise.

Return the configured server URL, or the default.

Returns the gamma function of xx. Gamma(z) = Integral(0,infinity) of t^(z-1)exp(-t) dt. (Adapted from: Numerical Recipies in C.) Usa

List the n most common elements and their counts from the most common to the least. If n is None, then list all element counts. >>>

Wrap items with pagination metadata.

Fix for The Verge RSS feed encoding issues (and other feeds with similar problems). The Verge and other Vox Media sites often serve RSS feed

Search stories by exact phrase within a date range, for briefing custom sections. Wraps the phrase in quotes so ES query_string treats it as

Record a usage event using the same key contract as the MCP server.

Resolve a feed_id to its original (non-branched) feed_id. Branched feeds share the same original_feed_id, so clustering treats them as the sa

Safely perform regex matching with timeout protection. Returns True if pattern matches, False otherwise. Uses threading-based timeout (wo

Takes an inflated R.layout.include_intel_row and activates the like/dislike buttons based upon the provided classifier sub-type map while also setting

Check if a briefing has already been generated for this user/slot/date.

Return a JSON response.

Build valid briefing HTML with <h3 data-section="KEY"> tags. sections_dict maps section_key -> list of (story_hash, title) tuples.

* Archive a page visit

Return (sCL prefix, zCL prefix) for a user's cluster mode. Falls back to the "related" (merged) namespace when the mode is unknown or missing

Ensure a briefing feed exists for the user, creating one if needed. Returns the Feed instance. Follows the newsletter pattern from apps/

* Get all pending archives from queue * @returns {Promise<object[]>} Pending archives

Return current 5-minute window as string (e.g., '202512161430'). Windows align to 5-minute boundaries (00, 05, 10, 15, ...).

Get all auto-mark-read settings for a user.

Generate SHA256 hash of normalized URL for deduplication.

Return True only when the URL is actually served by YouTube. Detection keys off the URL host (youtube.com or a youtube subdomain such as www.

Check if this classifier notification matches a story. Args: story: Story dict with standard fields story_feed_id: Th

Convert date filter strings (YYYY-MM-DD) in the user's timezone into UTC datetimes. Returns a tuple of: (start_utc_inclusive, end_ut

Render a custom icon to a Bitmap. @param context Android context for loading assets @param icon The custom icon data @param sizePx The desired size i

Round a datetime object to any time laps in seconds dt : datetime.datetime object, default now. round_to : Closest number of seconds to round

Run a shell command and return output.

Nightly campaign: move grandfathered $12/$24 premium subscribers to the $36 rate as they approach renewal. Stripe subscriptions are switched s

Build the HTML body for a post: selftext, images, and a footer. We request listings with raw_json=1, so selftext_html already contains real

Return a JSON error response.

Generate a stable GUID for a web-scraped story.

Give the user enough subscriptions to exceed the (patched) Premium limit.

Create a story and return it with its actual computed story_hash.

Mark one or more stories as read.

Check if a phase marker's timestamp is too old for that phase to still be running.

Sanitize a string for use as a Prometheus label value.