Compress and store content.

Map a sorted-set score back to a tier label.

Converts a string argument to a subclass of basestring. In python2, byte and unicode strings are mostly interchangeable, so functions that de

Truncate text and indicate if it was truncated.

* Update the server display text

Upload a file to S3 with progress reporting.

Converts a string argument to a byte string. If the argument is already a byte string or None, it is returned unchanged. Otherwise it must be

Acquire a short-lived redis lock so only one beat scheduler runs a pricing-migration task at a time (all three htask-work hosts run their own

Generate basic keyword queries for a single subcategory.

Generate basic search queries without Claude.

Build complete section_order list from prefs, falling back to default order.

Categorize a batch of feeds using Claude.

Use AI to categorize a single archive using hybrid approach. 1. Checks user's existing categories first 2. Picks from existing when ther

Compute cache TTL in seconds based on the feed's effective auto_mark_read_days.

Count documents by scope using estimated total and indexed minority counts. Uses estimated_document_count() for O(1) total, then fast indexed

Started as a copy of django.util.timesince.timesince, but modified to only output one time unit, and use months as the maximum unit of measur

Simple rule-based fallback categorization based on domain. Used when AI categorization fails.

Make a GET request to Feedly, optionally through ScrapingBee proxy.

Make a GET request to Feedly, optionally through ScrapingBee proxy.

Make a GET request to Feedly, optionally through ScrapingBee proxy.

Check a flag in both the parent (global) and current command context.

Format a timedelta into human-readable string. Shows only the largest unit: days, hours, or minutes.

Format time until daily reset for premium users.

Format time until weekly reset for free users (Sunday night at midnight).

Get information about the authenticated user's account.

Return list of active notification types for the user's briefing feed.

View all trained intelligence classifiers.

Get truncated content preview for display.

Get daily briefing with AI-curated story summaries and sections.

Get detailed information about a specific feed.

Load stories from infrequently-publishing feeds.

Fetch the full original text of a story from the source website.

Fetch story hashes from a permanent trending sorted set with optional read filtering. Overfetches and filters for unread mode since we can't

Retrieve saved/starred stories, optionally filtered by tag.

Get summed scores for specific members across daily sorted sets. Single pipelined call for all members across all days.

Load stories from feeds, folders, or all subscriptions.

Batch-fetch trending scores from a Redis sorted set by key prefix.

Extract user ID, username, and premium indicator from the authenticated request.