messaging-world

# Messaging World - Social Graph ACSet A diagrammatic world built from **actual resources** extracted via random walks across three communication channels. ## ACSet Schema Definition ```julia @present SchMessagingWorld(FreeSchema) begin # Objects (node types) Identity::Ob # Canonical person identity Channel::Ob # Communication channel (Outlook, Gmail, Beeper) Account::Ob # Account on a channel Contact::Ob # Contact/correspondent Conversation::Ob # Thread/chat Network::Ob # Protocol network (Signal, Telegram, WhatsApp, etc.) # Morphisms (edges) identity_account::Hom(Account, Identity) # Account belongs to identity account_channel::Hom(Account, Channel) # Account is on channel contact_account::Hom(Contact, Account) # Contact seen via account conv_account::Hom(Conversation, Account) # Conversation via account contact_network::Hom(Contact, Network) # Contact's network (Beeper) conv_network::Hom(Conversation, Network) # Conversation's network # Attributes Email::AttrType; Name::AttrType; Trit::AttrType; Count::AttrType contact_email::Attr(Contact, Email) contact_name::Attr(Contact, Name) channel_trit::Attr(Channel, Trit) contact_count::Attr(Contact, Count) end ``` ## Extracted Social Graph (Live Data) ### Channels with GF(3) Trits ``` ┌────────────────────────────────────────────────────────────────────────────┐ │ MESSAGING WORLD ACSET │ │ Σ(trits) ≡ 0 (mod 3) ✓ │ └────────────────────────────────────────────────────────────────────────────┘ OUTLOOK (−1) GMAIL (0) BEEPER (+1) ┌──────────┐ ┌──────────┐ ┌──────────┐ │ UofT │ │ Personal │ │ Multi- │ │ y.shkel@ │ │ greentea │ │ Protocol │ │ utoronto │ │ tree01@ │ │ Matrix │ │ .ca │ │ gmail │ │ Hub │ └────┬─────┘ └────┬─────┘ └────┬─────┘ │ │ │ ▼ ▼ ▼ ┌──────────┐ ┌──────────┐ ┌──────────────┐ │Contacts: │ │Contacts: │ │ Networks: 5 │ │(academic)│ │ 28 total │ │ │ └──────────┘ └──────────┘ │ Signal ──────┤ │ Telegram ────┤ │ WhatsApp ────┤ │ Discord ─────┤ │ Twitter/X ───┤ └──────────────┘ ``` ### Beeper Network Topology (50 Active Chats) ``` BEEPER SOCIAL GRAPH ┌─────────────────────────────┐ │ Identity: Yuliya │ │ @greenteatree01:beeper │ └─────────────┬───────────────┘ │ ┌─────────────┬───────────────┼───────────────┬─────────────┐ │ │ │ │ │ ▼ ▼ ▼ ▼ ▼ ┌─────────┐ ┌─────────┐ ┌──────────┐ ┌──────────┐ ┌─────────┐ │ Signal │ │Telegram │ │ WhatsApp │ │ Discord │ │Twitter/X│ │ (18) │ │ (15) │ │ (6) │ │ (5) │ │ (1) │ └────┬────┘ └────┬────┘ └────┬─────┘ └────┬─────┘ └────┬────┘ │ │ │ │ │ ▼ ▼ ▼ ▼ ▼ ┌─────────────────────────────────────────────────────────────────────┐ │ KEY CONVERSATIONS │ ├─────────────────────────────────────────────────────────────────────┤ │ │ │ SIGNAL (18 chats) │ │ ├── ies (pinned) ─── Mars, Sarah, Aaa + 2 │ │ ├── Meta-Org ─── moder, jpt4, Albert + 2 (328 unread!) │ │ ├── Wordle Appreciation ─── Tim, Keegan, Char + 2 │ │ ├── Cognition Cosmos ─── Yudhister, avoidbeing, Megaloceros │ │ ├── auglab summer '25 ─── Dünya B, ilya, Lars 9001 │ │ ├── SF Housing Authority ─── Shon Pan, Lauren, Adrià │ │ ├── JOIE DE VIE ─── Razib Khan, Dagsen Love, Jessica Taylor │ │ ├── Gay.jl ─── Lucas, Bodhi, d s + 2 │ │ ├── sloppies ─── Elienops, Mantissa, K + 2 │ │ ├── Avalon Community ─── Emma, Ren, Mel + 2 │ │ ├── NYCies ─── eeegnu, Amelia S, cassandra rat + 2 │ │ ├── xul (single) │ │ ├── barton!!! (single) │ │ ├── dad!!!!! (single) │ │ ├── L :Ouisa (single) │ │ ├── Sten (single) │ │ ├── vor (single) │ │ └── Lauren (single) │ │ │ │ TELEGRAM (15 chats) ─── Frontier Tower Community │ │ ├── #General ─── Tony Loehr, X grok, Stedman (82 unread) │ │ ├── Lost & Found ─── mAx, Tony Loehr (51 unread) │ │ ├── Hard Tech & Robotics ─── Alan Helmick, Morgan Hough │ │ ├── Neurotech ─── neilg, Morgan Hough │ │ ├── Biotech ─── Alan Helmick, Rob │ │ ├── Arts & Music ─── Tina LaPorta, Colleen Piontek │ │ ├── Human Flourishing ─── ColinAI, svitlana midianko │ │ ├── Maker Space ─── Cassox, Zan Lowe │ │ ├── Tower Events ─── Colleen Piontek, Zan Lowe │ │ ├── Gym ─── John Meow, Stedman Halliday │ │ ├── Health & Longevity │ │ ├── AI & Autonomous Systems ─── Xenofon │ │ ├── Culture ─── Tina LaPorta │ │ ├── Ethereum & Decent. Tech ─── Tina LaPorta │ │ └── luka (single) │ │ │ │ WHATSAPP (6 chats) │ │ ├── Stanford BJJ Students 25/26 (17 unread) │ │ ├── Women BJJ Stanford ─── Stara D'Haiti, hannah │ │ ├── dad!!!!! (single) │ │ ├── banquet ✨ ─── Alexa, arnav judy lab, Junyi │ │ └── Stanford/SF/Global Intellectual Salon │ │ │ │ DISCORD (5 chats) │ │ ├── #string-parsing-mines ─── Ouchie, chyyran │ │ ├── #7-calendar-years │ │ ├── Ser Chairzard (single) │ │ ├── noumena (single) │ │ └── AlephNotation (single) │ │ │ │ MATRIX/BEEPER │ │ ├── greenteatree01 (pinned) ─── barton │ │ ├── Beeper Developer Community ─── 0xted, a3fckx │ │ └── #General - Vivarium Public ─── Alex Glavin, celeste │ │ │ └─────────────────────────────────────────────────────────────────────┘ ``` ### Gmail Contact Topology (28 Unique Contacts) ``` GMAIL SOCIAL GRAPH ┌───────────────────────────┐ │ greenteatree01@gmail.com │ │ (49 threads) │ └─────────────┬─────────────┘ │ ┌─────────────────────┼─────────────────────┐ │ │ │ ▼ ▼ ▼ ┌────────────┐ ┌────────────┐ ┌────────────┐ │TRANSACTIONAL│ │ NEWSLETTERS│ │ SERVICES │ │ (trit=0) │ │ (trit=-1) │ │ (trit=+1) │ └─────┬──────┘ └─────┬──────┘ └─────┬──────┘ │ │ │ ▼ ▼ ▼ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │ aeropay.com │ │ substack.com │ │ manifold.mkts│ │ (payments) │ │ (5 msgs) │ │ (prediction) │ │ │ │ │ │ │ │ waymo.com │ │ nature.com │ │ browse.ai │ │ (rideshare) │ │ (briefing 4) │ │ (automation) │ │ │ │ │ │ │ │ google.com │ │scienceofppl │ │ jenova.ai │ │ (scholar 5) │ │ (5 msgs) │ │ (AI service) │ │ │ │ │ │ │ │ morph.so │ │ bio.org │ │ heygen.com │ │ (cloud) │ │ (biotech 3) │ │ (video AI) │ └──────────────┘ └──────────────┘ └──────────────┘ Conservation: 0 + (-1) + (+1) = 0 ✓ ``` ## Cross-Channel Identity Resolution ``` ┌─────────────────────────────────────────────────────────────────────────┐ │ IDENTITY COBORDISM (REAL DATA) │ └─────────────────────────────────────────────────────────────────────────┘ Canonical Identity ┌─────────────────────────┐ │ YULIYA SHKEL │ │ │ │ Phone: +1 (647) 778-6400│ │ Phone: +1 (609) 356-8506│ └───────────┬─────────────┘ │ ┌───────────────────────┼───────────────────────┐ │ │ │ ▼ ▼ ▼ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ OUTLOOK │ │ GMAIL │ │ BEEPER │ │ (−1) │ │ (0) │ │ (+1) │ ├─────────────┤ ├─────────────┤ ├─────────────┤ │ y.shkel@ │ │greenteatree │ │ Identities: │ │ utoronto.ca │ │01@gmail.com │ │ │ │ │ │ │ │ Signal: Y │ │ [Academic] │ │ [Personal] │ │ schlynth │ │ │ │ │ │ │ │ │ │ │ │ Telegram: │ │ │ │ │ │ betty crockr│ │ │ │ │ │ │ │ │ │ │ │ WhatsApp: │ │ │ │ │ │ yulia │ │ │ │ │ │ │ │ │ │ │ │ Twitter/X: │ │ │ │ │ │ thesispace │ │ │ │ │ │ transposer │ └─────────────┘ └─────────────┘ └─────────────┘ GF(3) Check: (−1) + (0) + (+1) = 0 ✓ ``` ## Conversation Categories by Trit ``` ┌─────────────────────────────────────────────────────────────────────────┐ │ CONVERSATION TRIT ASSIGNMENT │ └─────────────────────────────────────────────────────────────────────────┘ MINUS (−1) VALIDATOR ERGODIC (0) COORDINATOR ├── Meta-Org (328 unread) ├── ies (pinned, Signal) │ Deep discussion, critique │ Core coordination group │ │ ├── Cognition Cosmos (62 unread) ├── greenteatree01 (pinned) │ Intellectual discourse │ Primary contact point │ │ ├── Gay.jl (13 unread) ├── SF Housing Authority │ Technical validation │ Logistics coordination │ │ └── Academic newsletters └── Stanford groups (BJJ, Salon) Nature, Scholar alerts Community coordination PLUS (+1) EXECUTOR ├── Frontier Tower chats (all) │ ├── General (82 unread) │ ├── Hard Tech (118 unread) │ ├── Maker Space (138 unread) │ └── [Active building community] │ ├── Wordle Appreciation (37 unread) │ Daily engagement, action │ └── Transactional emails Aeropay, Waymo, confirmations ``` ## DuckDB Schema for Social Graph Storage ```sql -- Run in: ~/ies/ducklake_data/messaging_world.duckdb CREATE TABLE channels ( id INTEGER PRIMARY KEY, name VARCHAR, trit INTEGER, -- -1, 0, +1 account_email VARCHAR ); INSERT INTO channels VALUES (1, 'outlook', -1, 'y.shkel@utoronto.ca'), (2, 'gmail', 0, 'greenteatree01@gmail.com'), (3, 'beeper', 1, '@greenteatree01:beeper.com'); CREATE TABLE networks ( id INTEGER PRIMARY KEY, name VARCHAR, account_id VARCHAR ); INSERT INTO networks VALUES (1, 'Signal', 'signal'), (2, 'Telegram', 'telegram'), (3, 'WhatsApp', 'whatsapp'), (4, 'Discord', 'discord'), (5, 'Twitter', 'twitter'), (6, 'Matrix', 'hungryserv'); CREATE TABLE contacts ( id INTEGER PRIMARY KEY, name VARCHAR, email VARCHAR, channel_id INTEGER, network_id INTEGER, message_count INTEGER, last_activity TIMESTAMP, category VARCHAR, -- 'personal', 'transactional', 'academic', 'community' FOREIGN KEY (channel_id) REFERENCES channels(id), FOREIGN KEY (network_id) REFERENCES networks(id) ); CREATE TABLE conversations ( id VARCHAR PRIMARY KEY, title VARCHAR, channel_id INTEGER, network_id INTEGER, participant_count INTEGER, unread_count INTEGER, last_activity TIMESTAMP, is_pinned BOOLEAN, chat_type VARCHAR, -- 'single', 'group' trit INTEGER, FOREIGN KEY (channel_id) REFERENCES channels(id), FOREIGN KEY (network_id) REFERENCES networks(id) ); -- GF(3) conservation view CREATE VIEW gf3_balance AS SELECT SUM(trit) as total_trit, SUM(trit) % 3 as mod3, CASE WHEN SUM(trit) % 3 = 0 THEN '✓ balanced' ELSE '⚠ drift' END as status FROM conversations; ``` ## Quick Commands ```bash # Fetch Gmail social graph uvx --from google-auth --with google-api-python-client --with google-auth-oauthlib \ python3 ~/.claude/skills/gmail/fetch.py --count 50 # Query Beeper chats via MCP # mcp__beeper__search_chats with limit=50 # Check GF(3) conservation duckdb ~/ies/ducklake_data/messaging_world.duckdb -c "SELECT * FROM gf3_balance" ``` ## Related Skills | Skill | Trit | Integration | |-------|------|-------------| | gmail | 0 | Email extraction | | utoronto-outlook | -1 | Academic email | | beeper-mcp | +1 | Multi-protocol messaging | | duckdb-ies | +1 | Analytics storage | | acsets | 0 | Schema definition | | chromatic-walk | 0 | Social graph traversal |