LedgerWorks / Twitter/X System

founder@dev
TWITTER/X SYSTEM -- PREPARATION MODE
Code extracted. Containers NOT running. No API calls active. Credentials need validation.
-

XFAB Pipeline

-

Tweet Agent

-

Credentials

-

DB Tables

XFAB Pipeline (X External Signal Fabric)

Loading...

Outreach Pipeline (Tweet Drafting)

Loading...

Credential Status

Loading...

Database Tables

Schema Table Rows

Pipeline Architecture

  X/Twitter API                        Seldon Engine DB
  ============                         ================

  [Search Streams]                     engine.x_tweets (0 rows)
  [Bookmarks]                          engine.x_search_queries (29 rows)
  [Mentions]                           engine.tweet_pipeline (2 rows)
       |                               engine.x_classifications (0 rows)
       v                               engine.x_engagement_log (0 rows)
  +============+                       public.raw_bookmarks (0 rows)
  |  XFAB      |                       public.twitter_follow_queue (600 rows)
  |  Ingester  |----> xfab_ca          vibe_kanban2.x_bookmark_* (0-1 rows)
  +============+      (CA-X atoms)     x_enrichment.* (70k+ signals)
       |
       v
  +============+
  |  UFE-X     |
  |  Classify  |----> xfab_analysis
  +============+      (scored envelopes)
       |
       v
  +============+
  |  Czar      |
  |  Router    |----> outbox/{czar}/*.json
  +============+
       |
       v
  +============+
  |  Digest    |----> digest_latest.json
  |  Engine    |      (founder compression)
  +============+

  OUTREACH PIPELINE (separate module):
  ====================================
  Source Tweet --> TweetDraft --> Linter --> Approve --> Post
                  (state machine)  (deterministic)  (ledger-chained)
            

Restoration Checklist