Thread Assistant Architecture

🛡

SENTINEL

Post-Entry Risk Monitor

gap-based LTV monitoring · dynamic intervals

📡

PROTOCOL RADAR

Pre-Entry Discovery

risk scoring · airdrop detection · ROI calc

🧵

THREAD ASSISTANT

Content Pipeline

data + news → publishable content

STEP 1

🔍

GROK — RESEARCH

X/Twitter scraping by keywords
News discovery & sentiment
File/repo content reading
Comment context analysis

raw material

STEP 2

🧠

CLAUDE — ANALYSIS

Cross-ref with on-chain data
Verify numbers vs lux_data.json
Structure: hook → insight → data → CTA
Assign media from registry
Score relevance (1-10)

structured content

STEP 3

✍

GROK — WRITING

Apply λ Forensics personality
Platform adaptation (X / LinkedIn / YouTube)
Integrate X citations from Step 1
Output: complete operational package

MODE 1

reactive_news

Auto morning scan. Grok scrapes X, Claude scores ≥7 → draft post + Telegram alert

MODE 2

portfolio_report

Monthly report from yield_history. Winners, losers, risk notes, outlook

MODE 3

repo_publish

Topic/file → 6-tweet thread + LinkedIn post + YouTube script

MODE 4

reply_engine

Comment analysis. 2 reply strategies: safe/professional vs bold/provocative

MODE 5

session_recap

Building in public. What was built, discovered, decided, next steps

DATA SOURCES

lux_data.json

Positions, LTV, gap, health — SOURCE OF TRUTH for all agents

yield_history.json

34 days of daily P&L, by_protocol breakdown, ROI metrics

sentinel_state.json

Alert history, risk levels, last check timestamps

media_registry.json

8 visual assets with tags for automatic media selection

lux_personality.md

λ Forensics tone: sarcastico, analitico, dati al decimale

config.json

Wallets, news keywords, thresholds, schedule

OUTPUT DESTINATIONS

thread_output.json

Full operational package with tweets, LinkedIn, YouTube, checklist

lux_data.json[content]

Drafts array → LUX Dashboard Content tab (last 20)

Alert preview + draft notification via send_telegram()

LUX Dashboard

Content tab: draft cards, platform badges, live chat edit, Apply button

{ mode: "repo_publish", topic: "sentinel", platforms: { x_thread: { tweets: [{index, text, media}] }, linkedin: { text: "..." }, youtube: { sections: [{time, type, text}] } }, checklist: ["...", "..."] }

📊 DASHBOARD INTEGRATION — CONTENT TAB

Draft Cards

Each generated content package appears as a card with topic, timestamp, and platform badges

Platform Toggle

Click X Thread / LinkedIn / YouTube badges to switch view. Active badge glows, content updates

Status Cycle

Click status badge to cycle: draft → ready → published. Persisted in localStorage

LUX Chat + Apply

Chat widget with draft context injection. Ask LUX to rewrite, then Apply to update the draft live