Whether this notification's scope covers the given feed. Args: story_feed_id: The feed_id to test against this notification's sco

Check the open/closed status of folders against what we have stored in the prefs database. The list widget likes to default all folders to closed, so

Check if a classifier applies to a story based on its scope. Args: classifier: A classifier object with feed_id and optional scope/folder

Create or update an MStory in the briefing feed with the summary, and an MBriefing record linking the summary to the curated stories. De

Get the document type (deprecated in newer ES versions).

Custom equality based on storyID/feedID equality so that a Set can de-duplicate story objects.

Fetch a Reddit listing through the OAuth API, returning its children list. Returns the list of post objects, or None on failure. When throttl

Get the unread count for the given feedset based on local story state.

Data should be keyed by doc-id, values should be iterable

Parse the LLM analysis response into a list of variant dicts. Tolerates markdown code fences around the JSON. Returns a list (possibly empty)

* Persist page visits to storage for service worker recovery

Update feed, since it may have changed

Atomically claim one slot in the shared per-minute Reddit API budget. Uses a fixed one-minute window: the first request of a window sets a 60

* Send message to background script

Convenience constructor for a single feed.

Sort classifiers by feed_id, distributing global/folder classifiers to all relevant feeds.

Pokes the sync service to perform any pending sync actions.

Check a single payload string for attack patterns. Returns (attack_type, sample) or (None, None).

Find stories in pre-computed clusters and categorize as widely_covered. Checks pre-computed clusters in Redis. A story qualifies as widely_covere

Generate ASCII histogram

Return a requests.get side_effect that serves payloads by URL fragment.

Auto-switch from unread to all if date filter extends beyond unread cutoff. If the read filter is set to unread only and the date range star

Render a submission and its comments into an Atom feed string.

Raise YoutubeQuotaError on quota exhaustion; return True for any other API error. Quota errors are raised so utils/feed_fetcher.py can record

Pick the better of two analysis attempts. Each attempt is a (variants, usable_count, response_text) tuple. Prefer the attempt that extracted

Helper to create a Feed and PushSubscription for testing.

Unsubscribe from a feed. Removes it from the folder. Set the in_folder parameter to remove a feed from the correct folder, in

Execute a tool call and return the result. Args: tool_name: Name of the tool to execute tool_input: Dictionary of tool input

Extract story hashes referenced in each section's summary HTML. Parses <a data-story-hash="HASH"> links from the HTML and returns a dict