--- name: messaging-world description: ACSet-structured messaging world with real social graph resources from Outlook, Gmail, and Beeper version: 2.0.0 --- # 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 | --- Source attribution: plurigrid Original project: https://github.com/plurigrid/asi/blob/293ce9f76e3abcd5ba18db284688bc0d9ac6691d/skills/messaging-world/SKILL.md License: MIT License information: https://opensource.org/license/mit Original upstream instructions; downloaded from Mega AI Hub. ## Upstream license notice MIT License Copyright (c) 2025 SkillCreator.ai Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # Mega AI Hub resource metadata Creator / publisher: plurigrid Original project: https://github.com/plurigrid/asi/blob/293ce9f76e3abcd5ba18db284688bc0d9ac6691d/skills/messaging-world/SKILL.md Attribution basis: Source repository record Fields of work: Marketing, Customer Support Roles: Customer Experience, Marketing Analyst, Social Media Manager Specialties: Specialty not specified Tools: Gmail, Beeper, Outlook Country applicability: Country not specified Classification basis: Source catalog labels Instruction SHA-256: 1231c04f0c7c90cb66e3d207554b47daf3834193c0d0e4adc1c818934fae9567