MarketDeckCommentary
Commentary navigation Status

Operations

Status

Today's ingestion usage, limits and pending work.

Read from the same mechanisms the pipeline itself uses to enforce caps and plan ingestion. This is a server-rendered snapshot.

01 / Discovery quota

YouTube Data API

Quota units
Used today0
Daily budget10000
Of budget0%

0% of today's recorded budget

Accounting note Backfill discovery runs are recorded here. discover_youtube_candidates.py is not yet wired into the ledger.

02 / Transcript collection

TranscriptAPI

Fetch attempts
Used today0
Daily cap20
Of cap0%

0% of today's cap

Attempts are counted per UTC day from the collector's success and failure stores. Failed fetch attempts count toward the cap.

03 / Model usage

OpenRouter / AI Research

Not configured on this deployment

No API key is set, so requests cannot be sent.

Calls today0
Daily cap0
Spend today$0.0000
Failed attempts0
Estimated-cost rows0

Daily cap is 0: calls are disabled. No gauge is drawn.

Configured modelanthropic/claude-sonnet-5-20260630

04 / Pending work

Ingestion backlog

Uncapped selection

Not available

The current next-work selection could not be read. This does not mean zero.

Discovered candidates selected by the collector with no daily cap applied. The backlog has no independent ceiling, so there is nothing to gauge against.

Method

What is counted

YouTube Data API
Persisted estimated quota units from backfill runs recorded in the UTC-day ledger.
TranscriptAPI
Collector fetch attempts dated today in UTC, including recorded failures.
OpenRouter
Logged model-call attempts per UTC day, including failures; recorded spend includes estimated-cost rows where applicable.
Backlog
The collector's own uncapped next-work selection from the channel-upload backfill candidates and its existing success and failure stores.

Scope

Known accounting limits

  • discover_youtube_candidates.py is not yet included in the YouTube quota ledger; the displayed figure may omit its use.
  • Backlog has no independent ceiling and may exceed the daily transcript cap while the roster catches up. The collector works newest-first.
  • “Not available” means the backlog selection cannot be read; it does not mean zero.
What this is. A record of when a stock was said out loud in tracked market-commentary videos, and where in the video. It is a citation index, not analysis.
  • Not a recommendation. A mention here is not a buy, sell, or hold signal, and is not endorsed, scored, or ranked by this tool in any way -- see every result for what a channel said, not what this product thinks about it.
  • Automated speech-to-text and automated matching. Transcripts are machine-generated and mention detection is automated; both can misfire. Always confirm by watching the linked moment before relying on what a card says was said.
  • Coverage is partial. Only the tracked channels and videos this product has actually processed are searchable. No result for a symbol in a window does not mean it was not discussed anywhere -- only that it was not found in what has been indexed so far.