================================================================================ SYNAPSENET FULL INTERFACE ================================================================================ IMPLEMENTATION STATUS (Jan 2026) ──────────────────────────────── This file is the “ideal UI” spec. The repo currently ships an ncurses TUI that follows this flow, but some screens/values are still best-effort examples. How to run (current repo): $ TERM=xterm-256color ./KeplerSynapseNet/build/synapsed Key bindings (current TUI): [Space] continue boot [1-9] dashboard shortcuts (see menu) [Enter] confirm / send [Esc] back [I] launch Terminal IDE (from [9] screen) [F2/Ctrl+P] model panel [F4/Ctrl+D] download model [F5/Ctrl+W] toggle web injection (chat) [F6/Ctrl+O] toggle onion sources (chat) [F7/Ctrl+T] toggle Tor for clearnet (chat) [PgUp/PgDn] scroll chat [F3] clear chat [F8] stop generation What works now: • Wallet create (24-word seed shown) + wallet.dat under ~/.synapsenet/ • Local GGUF model load + streaming chat output • Model inference is safe for big prompts (chunked decode to n_batch + prompt truncation; prevents ggml asserts) • Model download with resume (.part) + progress panel + sleep inhibition • Single-instance lock is robust (fcntl lock; no stale locks after downloads) • TUI-safe logging (console logging disabled while ncurses is active) • First-run Web/Tor/Onion opt-in prompt (Screen::WEB_PROMPT) saved to synapsenet.conf • PoE v1 deterministic knowledge: PoW gate + votes + finalize + reward message • PoE v1 CODE contributions: Dashboard [9] → “IDE / Code” list + submit patch file (C → submit form, F2 to submit) • Optional stake-based PoE validators: `--poe-validator-mode stake --poe-min-stake ` • P2P PoE sync (entries + votes) uses paging (not “last N”) • Ledger append + block mining/sync (deadlock fixes; stable on multi-node dev) • `--reset-ngt` wipes local transfer DB (fixes wrong balances) • Web 4.0 mode (philosophy): chat with a local agent + optional clearnet/onion context injection (F5/F6/F7) • Model routing foundation for Synapse IDE: RPC/CLI endpoints (model.* + ai.*) for local completions • RPC JSON-RPC parsing is robust (params can contain braces/JSON/tool schemas without breaking) • Synapse IDE prototype: VS Code extension (ide/synapsenet-vscode) calls synapsed RPC for ai.complete + poe.submit_code • Synapse IDE chat panel: VS Code “SynapseNet: Open Chat” (optional Web4 injection: clearnet/onion/Tor) • Synapse IDE patch suggestions: unified diff preview/apply (VS Code extension: “Suggest Patch”) • Terminal Synapse IDE (synapseide): `KeplerSynapseNet/crush-main` → build target `synapseide` - local-only provider (synapsenet) talks to synapsed RPC (ai.complete + model.*) - model picker lists local GGUF via synapsed RPC model.list + ~/.synapsenet/models fallback (filters ggml-vocab-* and tiny files) - launch from TUI: Dashboard [9] → Code screen → [I] Launch IDE - Code: KeplerSynapseNet/crush-main/internal/tui/components/dialogs/models/list.go lines 109-375 | KeplerSynapseNet/crush-main/internal/config/load.go lines 448-465 What is still “spec” / not wired by default: • Real peer discovery/global stats (you will see zeros if no peers) • Web/onion search injection is optional (F5/F6/F7) and depends on Tor for onion • Marketplace/paid modes are placeholders • Synapse IDE advanced features (remote rentals, provider privacy, patch preview/apply) are still TODO Future (planned): SYNAPSE IDE (AI CODING + NGT) • A code editor + AI assistant powered by local GGUF models (default). • “Code contributions” are submitted as PoE v1 entries (ContentType::CODE) and can earn NGT after finalize/epoch. • Optional: rent remote GPU/model slots from other nodes (privacy is opt-in; provider-blind requires confidential computing / TEE). • Terminal Synapse IDE (Warp-like UX): extend synapseide with branded splash, isolated threads (/tangent), fuzzy search, patch preview/apply. • GitHub Quests: tasks/quests inside IDE → fork/branch/PR workflow → PoE CODE submitId attached → reward after verification. ████████████████████████████████████████████████████████████████████████████████ STARTUP SEQUENCE ████████████████████████████████████████████████████████████████████████████████ [SCREEN 1: BOOT] ================================================================================ $ TERM=xterm-256color ./KeplerSynapseNet/build/synapsed ██████▓██ ██▓ ███▄ █ ▄▄▄ ██▓███ ██████ ▓█████ ███▄ █ ▓█████▄▄▄█████▓ ▒██ ▒ ▒██ ██▒ ██ ▀█ █ ▒████▄ ▓██░ ██▒▒██ ▒ ▓█ ▀ ██ ▀█ █ ▓█ ▀▓ ██▒ ▓▒ ░ ▓██▄ ▒██ ██░▓██ ▀█ ██▒▒██ ▀█▄ ▓██░ ██▓▒░ ▓██▄ ▒███ ▓██ ▀█ ██▒▒███ ▒ ▓██░ ▒░ ▒ ██▒ ░ ▐██▓░▓██▒ ▐▌██▒░██▄▄▄▄██ ▒██▄█▓▒ ▒ ▒ ██▒▒▓█ ▄ ▓██▒ ▐▌██▒▒▓█ ▄░ ▓██▓ ░ ▒██████▒▒ ░ ██▒▓░▒██░ ▓██░ ▓█ ▓██▒▒██▒ ░ ░▒██████▒▒░▒████▒▒██░ ▓██░░▒████▒ ▒██▒ ░ ▒ ▒▓▒ ▒ ░ ██▒▒▒ ░ ▒░ ▒ ▒ ▒▒ ▓▒█░▒▓▒░ ░ ░▒ ▒▓▒ ▒ ░░░ ▒░ ░░ ▒░ ▒ ▒ ░░ ▒░ ░ ▒ ░░ ░ ░▒ ░ ░▓██ ░▒░ ░ ░░ ░ ▒░ ▒ ▒▒ ░░▒ ░ ░ ░▒ ░ ░ ░ ░ ░░ ░░ ░ ▒░ ░ ░ ░ ░ ░ ░ ░ ▒ ▒ ░░ ░ ░ ░ ░ ▒ ░░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ A Decentralized Intelligence Network Version 0.1.0-alpha by Kepler "Satoshi gave us money without banks. I will give you brains without corporations." - Kepler ________________________________________________________________________________ [SCREEN 2: INITIALIZATION] ================================================================================ Initializing SynapseNet Protocol... [■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■] 100% ✓ Loading configuration... [OK] ✓ Initializing quantum-resistant cryptography... [OK] ✓ Loading wallet: syn1qx7f...a3d2 [OK] ✓ Starting local AI engine... [OK] ✓ Connecting to Knowledge Network... [OK] ________________________________________________________________________________ [SCREEN 3: NETWORK DISCOVERY] ================================================================================ Discovering peers... ┌────────────────────────────────────────────────────────────────────────┐ │ │ │ Searching for nodes... │ │ │ │ ● Found: node_a82b4f1e (Amsterdam) ping: 42ms │ │ ● Found: node_c93d7a2b (Tokyo) ping: 128ms │ │ ● Found: node_d47e8c3f (New York) ping: 67ms │ │ ● Found: node_e58f9d4a (Singapore) ping: 156ms │ │ ● Found: node_f69a0e5b (London) ping: 38ms │ │ ... │ │ │ │ Connected to 8 peers. Discovering more... │ │ │ └────────────────────────────────────────────────────────────────────────┘ Network Status: CONNECTING... ________________________________________________________________________________ [SCREEN 4: SYNCING KNOWLEDGE] ================================================================================ Synchronizing with Knowledge Network... ┌────────────────────────────────────────────────────────────────────────┐ │ │ │ KNOWLEDGE CHAIN SYNC │ │ ════════════════════════════════════════════════════════════════ │ │ │ │ Network Size: 847.3 GB │ │ Your Local Copy: 847.1 GB │ │ To Download: 0.2 GB │ │ │ │ Progress: [■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■░░░░░] 89% │ │ │ │ Speed: 12.4 MB/s ETA: 16 seconds │ │ │ └────────────────────────────────────────────────────────────────────────┘ Syncing knowledge entries... 1,847,201 / 1,847,293 ________________________________________________________________________________ [SCREEN 5: FIRST TIME USER - WELCOME] ================================================================================ ╔════════════════════════════════════════════════════════════════════════╗ ║ ║ ║ WELCOME TO SYNAPSENET ║ ║ ║ ║ This appears to be your first time running SynapseNet. ║ ║ ║ ║ ┌────────────────────────────────────────────────────────────────┐ ║ ║ │ │ ║ ║ │ [1] Create New Wallet │ ║ ║ │ Generate a new quantum-safe wallet and seed phrase │ ║ ║ │ │ ║ ║ │ [2] Import Existing Wallet │ ║ ║ │ Restore from seed phrase or private key │ ║ ║ │ │ ║ ║ │ [3] View Documentation │ ║ ║ │ Learn about SynapseNet before starting │ ║ ║ │ │ ║ ║ └────────────────────────────────────────────────────────────────┘ ║ ║ ║ ║ Select option [1-3]: _ ║ ║ ║ ╚════════════════════════════════════════════════════════════════════════╝ ________________________________________________________________________________ [SCREEN 6: WALLET CREATION] ================================================================================ CREATING NEW WALLET ═══════════════════ Generating quantum-resistant keys... ┌────────────────────────────────────────────────────────────────────────┐ │ │ │ ⚠️ IMPORTANT: SAVE YOUR SEED PHRASE │ │ │ │ Your 24-word seed phrase is the ONLY way to recover your wallet. │ │ Write it down on paper. Do NOT store digitally. Do NOT share. │ │ │ │ ┌────────────────────────────────────────────────────────────────┐ │ │ │ │ │ │ │ 1. quantum 7. neural 13. entropy 19. lattice │ │ │ │ 2. synapse 8. cipher 14. protocol 20. axiom │ │ │ │ 3. network 9. merkle 15. genesis 21. vector │ │ │ │ 4. emerge 10. tensor 16. pathway 22. matrix │ │ │ │ 5. knowledge 11. beacon 17. vertex 23. origin │ │ │ │ 6. collective 12. shard 18. nexus 24. kepler │ │ │ │ │ │ │ └────────────────────────────────────────────────────────────────┘ │ │ │ │ Have you written down your seed phrase? [y/n]: _ │ │ │ └────────────────────────────────────────────────────────────────────────┘ ________________________________________________________________________________ [SCREEN 7: WALLET CREATED] ================================================================================ ✓ WALLET CREATED SUCCESSFULLY ┌────────────────────────────────────────────────────────────────────────┐ │ │ │ Your Wallet Address: │ │ ════════════════════════════════════════════════════════════════ │ │ │ │ syn1qx7f8c9d2e4a6b3f5g7h9j2k4l6m8n0p1r3s5t7v9w1y3z5a7b9c1d3f5a3d2 │ │ │ │ Balance: 0.00 NGT │ │ Status: Active │ │ Protection: Quantum-Resistant (CRYSTALS-Dilithium) │ │ │ │ ──────────────────────────────────────────────────────────────────── │ │ │ │ Start earning NGT by: │ │ • Contributing knowledge to the network │ │ • Validating others' contributions │ │ • Keeping your node online │ │ │ └────────────────────────────────────────────────────────────────────────┘ Press [ENTER] to continue to dashboard... ________________________________________________________________________________ [SCREEN 8: RETURNING USER - CONNECTED] ================================================================================ ✓ SYNAPSENET CONNECTED ┌────────────────────────────────────────────────────────────────────────┐ │ │ │ Node ID: node_7f3a9c2d │ │ Status: ● ONLINE │ │ Wallet: syn1qx7f...a3d2 │ │ Balance: 1,247.83 NGT │ │ │ │ ──────────────────────────────────────────────────────────────────── │ │ │ │ Network: 12,847 nodes online │ │ Knowledge Chain: 847.3 GB (synced) │ │ Your Contribution: 2,847 entries │ │ Quality Score: 94.7% │ │ │ │ ──────────────────────────────────────────────────────────────────── │ │ │ │ Last Session: 2 hours ago │ │ Earned While Away: +12.4 NGT (validation rewards) │ │ │ └────────────────────────────────────────────────────────────────────────┘ Loading dashboard... ________________________________________________________________________________ ████████████████████████████████████████████████████████████████████████████████ MAIN DASHBOARD ████████████████████████████████████████████████████████████████████████████████ ================================================================================ SYNAPSENET v0.1 MINING Fill the Global Knowledge Network Together ================================================================================ ╔═════════════════════════════════════════════════════════════════════════════════════════╗ ║ ║ ║ _____ _ ║ ║ | | |___ ___| |___ ___ ║ ║ | -| -_| . | | -_| _| ║ ║ |__|__|___| _|_|___|_| ║ ║ |_| ║ ║ ║ ║ ██████▓██ ██▓ ███▄ █ ▄▄▄ ██▓███ ██████ ▓█████ ███▄ █ ▓█████▄▄▄█████▓ ║ ║▒██ ▒ ▒██ ██▒ ██ ▀█ █ ▒████▄ ▓██░ ██▒▒██ ▒ ▓█ ▀ ██ ▀█ █ ▓█ ▀▓ ██▒ ▓▒║ ║░ ▓██▄ ▒██ ██░▓██ ▀█ ██▒▒██ ▀█▄ ▓██░ ██▓▒░ ▓██▄ ▒███ ▓██ ▀█ ██▒▒███ ▒ ▓██░ ▒░║ ║ ▒ ██▒ ░ ▐██▓░▓██▒ ▐▌██▒░██▄▄▄▄██ ▒██▄█▓▒ ▒ ▒ ██▒▒▓█ ▄ ▓██▒ ▐▌██▒▒▓█ ▄░ ▓██▓ ░ ║ ║▒██████▒▒ ░ ██▒▓░▒██░ ▓██░ ▓█ ▓██▒▒██▒ ░ ░▒██████▒▒░▒████▒▒██░ ▓██░░▒████▒ ▒██▒ ░ ║ ║▒ ▒▓▒ ▒ ░ ██▒▒▒ ░ ▒░ ▒ ▒ ▒▒ ▓▒█░▒▓▒░ ░ ░▒ ▒▓▒ ▒ ░░░ ▒░ ░░ ▒░ ▒ ▒ ░░ ▒░ ░ ▒ ░░ ║ ║░ ░▒ ░ ░▓██ ░▒░ ░ ░░ ░ ▒░ ▒ ▒▒ ░░▒ ░ ░ ░▒ ░ ░ ░ ░ ░░ ░░ ░ ▒░ ░ ░ ░ ░ ║ ║░ ░ ░ ▒ ▒ ░░ ░ ░ ░ ░ ▒ ░░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ║ ║ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ░ ║ ║ ░ ░ ║ ║ ║ ╚═════════════════════════════════════════════════════════════════════════════════════════╝ -------------------------------------------------------------------------------- NODE STATUS DASHBOARD ⚠️ [SIMULATED] Network not yet live -------------------------------------------------------------------------------- ┌──────────────────────────────────────────────────────────────────────────┐ │ NOTE: All statistics below are SIMULATED for demonstration purposes. │ │ SynapseNet mainnet has not launched. Numbers represent design targets │ │ and projected behavior, not actual network state. │ └──────────────────────────────────────────────────────────────────────────┘ [CONNECTION] [WALLET] ┌─────────────────────────────┐ ┌─────────────────────────────┐ │ Status: ● ONLINE │ │ Address: 0x7f3a...9c2d │ │ Peers: 47 connected │ │ Balance: 1,247.83 NGT │ │ Uptime: 14d 7h 32m │ │ Pending: +12.5 NGT │ │ Latency: 23ms │ │ Total Earned: 8,421.00 NGT │ │ [SIMULATED] │ │ [SIMULATED] │ └─────────────────────────────┘ └─────────────────────────────┘ [LOCAL AI] [CONTRIBUTIONS] ┌─────────────────────────────┐ ┌─────────────────────────────┐ │ Model: llama-7b-synapse │ │ Knowledge Shared: 2,847 │ │ Status: ● ACTIVE │ │ Validations: 12,493 │ │ Memory: 8.2 GB / 16 GB │ │ Quality Score: 94.7% │ │ Tasks: Processing... │ │ Network Rank: #1,247 │ │ [DESIGN TARGET] │ │ [SIMULATED] │ └─────────────────────────────┘ └─────────────────────────────┘ -------------------------------------------------------------------------------- KNOWLEDGE NETWORK STATUS [DESIGN TARGETS] -------------------------------------------------------------------------------- ┌──────────────────────────────────────────────────────────────────────────┐ │ ● SYNCED WITH NETWORK Last sync: 2 seconds ago │ │ │ │ Global Knowledge Base: 1,847,293 entries Size: 847.3 GB │ │ Your Local Copy: 1,847,293 entries Size: 847.3 GB [100%] │ │ Your Contributions: 2,847 entries │ │ │ │ Replication Status: ✓ Your data copied to 12 nodes (encrypted) │ │ Data Protection: ✓ Difficult to delete (requires >50% collude) │ │ │ │ ⚠️ Above numbers are PROJECTIONS for a mature network, not current state│ └──────────────────────────────────────────────────────────────────────────┘ [NETWORK GROWTH] ∞ No limits - Knowledge expands forever ┌──────────────────────────────────────────────────────────────────────────┐ │ │ │ KNOWLEDGE NETWORK GROWTH SCALE │ │ ════════════════════════════════════════════════════════════════════ │ │ │ │ Phase 1: Genesis ████████████████████ COMPLETE [0 - 100K] │ │ Phase 2: Expansion ████████████████████ COMPLETE [100K - 1M] │ │ Phase 3: Emergence ████████████░░░░░░░░ 84.7% [1M - 10M] ◄── │ │ Phase 4: Collective ░░░░░░░░░░░░░░░░░░░░ LOCKED [10M - 100M] │ │ Phase 5: Global ░░░░░░░░░░░░░░░░░░░░ LOCKED [100M+] │ │ │ │ Current: 1,847,293 entries Growth rate: +2,847/hour │ │ Network Intelligence Level: EXPANDING │ └──────────────────────────────────────────────────────────────────────────┘ [NETWORK WEIGHT] Total size of Knowledge Network (grows like blockchain) ┌──────────────────────────────────────────────────────────────────────────┐ │ │ │ ╔════════════════════════════════════════════════════════════════════╗ │ │ ║ SYNAPSENET KNOWLEDGE CHAIN ║ │ │ ║ Total Weight: 847.3 GB ▲ Growing continuously ║ │ │ ╚════════════════════════════════════════════════════════════════════╝ │ │ │ │ Growth History: │ │ ──────────────────────────────────────────────────────────────────── │ │ 2024 Jan ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 0.0 GB │ │ 2024 Mar ██░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 12.4 GB │ │ 2024 Jun ██████░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 89.2 GB │ │ 2024 Sep ████████████░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ 247.8 GB │ │ 2024 Dec ██████████████████████░░░░░░░░░░░░░░░░░░░░░░░░░░ 512.1 GB │ │ 2025 Now ████████████████████████████████░░░░░░░░░░░░░░░░ 847.3 GB │ │ 2025 Est ██████████████████████████████████████████░░░░░░ ~1.2 TB │ │ Future ████████████████████████████████████████████████ ∞ No cap │ │ │ │ Growth Rate: +1.2 GB/day Projected 2026: ~1.8 TB │ │ Comparison: Bitcoin ~850 GB | SynapseNet ~847 GB (and growing) │ └──────────────────────────────────────────────────────────────────────────┘ [BALANCED DISTRIBUTION] Fair storage across all nodes ┌──────────────────────────────────────────────────────────────────────────┐ │ │ │ Active Nodes: 12,847 Network Weight: 847.3 GB │ │ Your Storage: 65.9 MB Fair Share: 65.9 MB ✓ BALANCED │ │ │ │ Formula: Network Weight ÷ Active Nodes = Your Share │ │ 847.3 GB ÷ 12,847 nodes = ~65.9 MB per node │ │ │ │ As network grows: │ │ ┌────────────────────────────────────────────────────────────────────┐ │ │ │ More knowledge added ──► Network weight increases │ │ │ │ More nodes join ──► Your share stays manageable │ │ │ │ Network at 10 TB ──► With 100K nodes = ~100 MB each │ │ │ └────────────────────────────────────────────────────────────────────┘ │ │ │ │ ✓ No single node overloaded ✓ Anti-spam protection active │ │ ✓ Data distributed fairly ✓ Scales with network size │ └──────────────────────────────────────────────────────────────────────────┘ [PROTOCOL-ONLY ACCESS] Data protected by SynapseNet Protocol ┌──────────────────────────────────────────────────────────────────────────┐ │ │ │ Encryption: ✓ Multi-layer Protocol Encryption (MPE) │ │ Access Control: ✓ Only SynapseNet Protocol can decrypt │ │ External Access: ⚠ Cryptographically expensive (not impossible) │ │ Delete Attempts: ⚠ Replication makes deletion difficult, not blocked │ │ │ │ How it works: │ │ ┌────────────────────────────────────────────────────────────────────┐ │ │ │ YOUR DATA ──► PROTOCOL ENCRYPTS ──► DISTRIBUTED TO NETWORK │ │ │ │ │ │ │ │ │ Keys derived from: │ │ │ │ user_key + content_hash + rules │ │ │ │ │ │ │ │ │ ATTACKER ──► ENCRYPTED BLOB ──► EXPENSIVE TO BREAK (AES-256) │ │ │ └────────────────────────────────────────────────────────────────────┘ │ │ │ │ Status: ✓ Your data is PROTOCOL-PROTECTED │ │ │ │ ⚠️ HONEST NOTE: No system is unhackable. We use battle-tested crypto │ │ (AES-256-GCM, Ed25519) but implementation bugs are possible. │ │ Replication makes deletion hard, not impossible — if >50% of nodes │ │ collude, data can be removed. Security depends on honest majority. │ └──────────────────────────────────────────────────────────────────────────┘ [ONLINE NODES] 12,847 nodes active worldwide ┌──────────────────────────────────────────────────────────────────────────┐ │ ● node_7f3a9c2d (you) ● node_a82b4f1e ● node_c93d7a2b │ │ ● node_d47e8c3f ● node_e58f9d4a ● node_f69a0e5b │ │ ● node_1a2b3c4d ● node_2b3c4d5e ● node_3c4d5e6f │ │ ... and 12,838 more nodes online │ └──────────────────────────────────────────────────────────────────────────┘ -------------------------------------------------------------------------------- SECURITY STATUS -------------------------------------------------------------------------------- ┌──────────────────────────────────────────────────────────────────────────┐ │ QUANTUM-RESISTANT PROTECTION: ✓ ACTIVE │ │ │ │ Wallet Keys: ✓ CRYSTALS-Dilithium (Post-Quantum) │ │ Seed Phrase: ✓ SPHINCS+ Protected │ │ Network Comms: ✓ CRYSTALS-Kyber Encrypted │ │ Knowledge Data: ✓ Lattice-based Encryption │ │ │ │ Status: Your node is protected against quantum computer attacks │ └──────────────────────────────────────────────────────────────────────────┘ -------------------------------------------------------------------------------- MINING ACTIVITY -------------------------------------------------------------------------------- ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓░░░░░░░░ 78% Processing Knowledge Recent Contributions: ┌────────────────────────────────────────────────────────────────────────┐ │ [12:34:21] ✓ Contributed: math_reasoning_v2.json +2.4 NGT │ │ [12:31:05] ✓ Validated: language_model_weights +0.8 NGT │ │ [12:28:47] ✓ Contributed: code_analysis_patterns +3.1 NGT │ │ [12:25:12] ✓ Validated: semantic_embeddings_batch +0.5 NGT │ │ [12:22:33] ✓ Contributed: neural_pathway_mappings +4.2 NGT │ └────────────────────────────────────────────────────────────────────────┘ -------------------------------------------------------------------------------- MAIN MENU -------------------------------------------------------------------------------- [1] Contribute Knowledge [5] Network Statistics [2] Validate Contributions [6] Peer Discovery [3] AI Query [7] Settings [4] Wallet & Transfers [8] Security [9] IDE / Code Contributions [Q] Quit -------------------------------------------------------------------------------- synapsenet> _ ████████████████████████████████████████████████████████████████████████████████ IMPLEMENTATION NOTES ████████████████████████████████████████████████████████████████████████████████ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ SYNAPSENET 0.1 = ONE BINARY (like Bitcoin 0.1) │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ Architecture: C++ core + embedded Python + TUI (ncurses) │ │ Binary name: synapsed │ │ │ │ ╔══════════════════════════════════════════════════════════════════════╗ │ │ ║ Bitcoin 0.1: 31,794 lines (GUI + Core + Network + Crypto) ║ │ │ ║ SynapseNet 0.1: ~38,800 lines (TUI + Core + AI Model + Python) ║ │ │ ║ + Privacy: ~43,600 lines (Tor, Mix, Decoy, Timing defense) ║ │ │ ║ + Quantum: ~53,600 lines (Kyber, Dilithium, SPHINCS+, OTP) ║ │ │ ╚══════════════════════════════════════════════════════════════════════╝ │ │ │ │ Breakdown: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ TUI (this interface) ~11,100 lines ncurses + model screen │ │ │ │ Core (ledger/knowledge) ~7,600 lines blockchain logic │ │ │ │ LOCAL AI MODEL ~3,800 lines inference, marketplace │ │ │ │ Networking ~4,200 lines P2P, discovery │ │ │ │ Cryptography ~2,100 lines keys, signatures │ │ │ │ Python (PoE) ~2,100 lines intelligence logic │ │ │ │ Database ~1,600 lines storage │ │ │ │ Utilities ~1,800 lines helpers │ │ │ │ Infrastructure ~2,100 lines tests, protocol, errors │ │ │ │ PRIVACY LAYER (opt) ~4,800 lines Tor, mix, decoy, timing │ │ │ │ QUANTUM SECURITY (opt) ~14,800 lines Kyber, Dilithium, OTP, QKD │ │ │ │ ──────────────────────────────────────────────────────────────── │ │ │ │ BASE: ~38,800 │ +PRIVACY: ~43,600 │ +QUANTUM: ~53,600 lines │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Dependencies: │ │ • OpenSSL/libsodium - cryptography │ │ • ncurses - terminal interface │ │ • LevelDB/SQLite - storage │ │ • pybind11 - Python integration │ │ • llama.cpp - AI model inference (GGUF) │ │ │ │ Commands: │ │ ──────── │ │ $ synapsed # start daemon + TUI │ │ $ synapsed status # peers, events, balance │ │ $ synapsed peers # list nodes │ │ $ synapsed submit file # contribute knowledge │ │ $ synapsed send addr amt # transfer coins │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → TECHNICAL IMPLEMENTATION │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ SECURITY (v0.1) │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ Cryptography (Hybrid): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ v0.1: SHA-256 + Ed25519 + AES-256-GCM (battle-tested) │ │ │ │ v0.2+: + Kyber/Dilithium (quantum-ready, optional) │ │ │ │ v1.0: Hybrid mandatory (classic + quantum both) │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ PoE v0 (Proof of Emergence): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Submit: stake 10 NGT (refund if accepted, lose if spam) │ │ │ │ Validate: 5 random validators (stake > 100 NGT) │ │ │ │ Vote: ACCEPT/REJECT, majority wins │ │ │ │ Anti-Sybil: stake + reputation + random selection │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Rate Limiting: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Network: 10 msg/sec, 100 conn/IP max │ │ │ │ Protocol: 5 submissions/hour, cooldown on reject │ │ │ │ Economic: stake required (spam = lose money) │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Python Sandbox: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ ALLOWED: math, json, hashlib (scoring only) │ │ │ │ BLOCKED: os, sys, subprocess, socket (no I/O) │ │ │ │ LIMITS: 50MB RAM, 1s CPU, 100 recursion │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → SECURITY CONSIDERATIONS │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ ULTIMATE QUANTUM SECURITY STACK │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ Defense in depth. Multiple layers. Break one, others hold. │ │ │ │ THE LAYERS: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Layer 0: CLASSIC Ed25519 + X25519 + AES-256-GCM │ │ │ │ Status: MANDATORY (always active) │ │ │ │ Vulnerability: Quantum computers (Shor's algorithm) │ │ │ │ │ │ │ │ Layer 1: LATTICE PQC ML-KEM-768 (Kyber) + ML-DSA-65 (Dilithium) │ │ │ │ Status: MANDATORY in v0.2+ │ │ │ │ Vulnerability: If lattice math is broken (unlikely) │ │ │ │ │ │ │ │ Layer 2: HASH-BASED PQC SLH-DSA-128s (SPHINCS+) │ │ │ │ Status: OPTIONAL for critical data │ │ │ │ Vulnerability: Only if hash functions break │ │ │ │ │ │ │ │ Layer 3: ONE-TIME PAD Vernam Cipher (XOR with random key) │ │ │ │ Status: OPTIONAL for maximum security │ │ │ │ Vulnerability: NONE (information-theoretically secure) │ │ │ │ │ │ │ │ Layer 4: QKD BB84/E91 (quantum key distribution) │ │ │ │ Status: FUTURE (requires hardware) │ │ │ │ Vulnerability: Physical access to quantum channel │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ ATTACK RESISTANCE: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ ✓ Quantum computer breaks Ed25519 → Kyber/Dilithium still hold │ │ │ │ ✓ Lattice crypto breakthrough → SPHINCS+ (hash-based) holds │ │ │ │ ✓ Both lattice AND hash broken → OTP is mathematically secure │ │ │ │ ✓ "Store now, decrypt later" → Hybrid encryption active NOW │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ SECURITY MODES: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ $ synapsed --security=standard Classic + Kyber (95% QC safe) │ │ │ │ $ synapsed --security=high + SPHINCS+ (99% QC safe) │ │ │ │ $ synapsed --security=paranoid + OTP (99.9%+ protection) │ │ │ │ $ synapsed --security=quantum-ready + QKD (requires hardware) │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ WHAT GETS PROTECTED: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Wallet seed: All 4 layers (Ed25519 + Kyber + SPHINCS + OTP) │ │ │ │ Standard data: Layers 0-1 (Classic + Lattice PQC) │ │ │ │ Critical data: Layers 0-3 (+ Hash PQC + OTP) │ │ │ │ Network comms: Hybrid handshake + PFS + hourly key rotation │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ ⚠️ HONEST LIMITATIONS: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ ✗ Implementation bugs possible (needs security audits) │ │ │ │ ✗ Social engineering bypasses all crypto │ │ │ │ ✗ Compromised endpoint sees plaintext before encryption │ │ │ │ ✗ No system is "unhackable" — goal is making attacks expensive │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → ULTIMATE QUANTUM SECURITY │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ NGT TOKENOMICS │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Bitcoin: 21M cap, halving every 4 years │ │ │ │ NGT: NO CAP, emission decreases with network load │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Formula: emission = base_rate / (1 + network_load) │ │ │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ More users → less NGT per action │ │ │ │ More activity → tokens spread thinner │ │ │ │ Network grows → each token more valuable │ │ │ │ Early adopters → earn more (higher emission) │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → THE NGT TOKEN │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ WHO EARNS NGT? │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ 🚫 YOU DON'T PAY FOR YOUR OWN AI — you EARN from it! │ │ │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ EARNERS: │ │ │ │ 🖥️ Host AI model + GPU → earn NGT from users │ │ │ │ 📚 Contribute knowledge → earn NGT for Q&A │ │ │ │ ✓ Validate PoE → earn NGT for verification │ │ │ │ 💾 Store shards → earn NGT for storage │ │ │ │ │ │ │ │ PAYERS: │ │ │ │ 🔥 Use SOMEONE ELSE's model → pay NGT to that owner │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Data centers / powerful hardware → passive income from idle GPUs │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → WHO EARNS NGT? │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ ANTI-SPAM: COMMUNITY SERVICE │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ 🚫 NGT NEVER burns. We don't confiscate. We don't ban forever. │ │ │ │ Spam detected? → You work it off: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ • Contribute 50 USEFUL submissions to Knowledge Network │ │ │ │ • These 50 = FREE (0 NGT reward) │ │ │ │ • After 50 validated → penalty lifted │ │ │ │ • Your NGT balance = UNTOUCHED │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Duplicate answer but BETTER? → Still earns NGT (not spam) │ │ │ │ "You break it — you fix it. Help the network, and it forgives you." │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → ANTI-SPAM │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ LOCAL AI MODEL │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ Default: Llama 3.2 7B (~4 GB, auto-download on first run) │ │ │ │ MODEL STATUS (live): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Model: Llama-3.2-7B-GGUF │ │ │ │ Status: ● READY [synced | downloading | inference] │ │ │ │ Progress: ████████████████████████████████████████ 100% │ │ │ │ Mode: 💰 PAID (5 NGT/hr, 2/3 slots used) │ │ │ │ Uptime: 4h 23m │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ ACCESS LIST (ACL): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ 🟢 node_7f3a9c2d ACTIVE using now paid 12.5 NGT │ │ │ │ 🟢 node_a1b2c3d4 ACTIVE idle paid 8.0 NGT │ │ │ │ 🟡 node_x9y8z7w6 INVITED pending │ │ │ │ 🔴 node_bad12345 BANNED spam abuse │ │ │ │ ───────────────────────────────────────────────────────────────── │ │ │ │ Slots: 2/3 active │ 1 invited │ 1 banned │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ EARNINGS HISTORY: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Today: +45.2 NGT (9 sessions, 3 users) │ │ │ │ This week: +312.8 NGT (67 sessions) │ │ │ │ Total: +1,247.5 NGT earned from model rental │ │ │ │ ───────────────────────────────────────────────────────────────── │ │ │ │ Recent: │ │ │ │ • 14:23 node_7f3a inference 2.5 NGT ✓ │ │ │ │ • 14:01 node_a1b2 inference 1.0 NGT ✓ │ │ │ │ • 13:45 node_7f3a inference 2.5 NGT ✓ │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Access Control (your model, your rules): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ 🔒 PRIVATE - only you (default) │ │ │ │ 👥 SHARED - invite nodes, set limit, kick/ban anytime │ │ │ │ 🌐 PUBLIC - anyone can use, earn NGT │ │ │ │ 💰 PAID - set price, limit slots, earn NGT from renters │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Example: Llama 405B rental = 3 slots × 5 NGT/hr = 360 NGT/day │ │ │ │ Commands: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ $ synapsed model list # show loaded models │ │ │ │ $ synapsed model load # load custom model │ │ │ │ $ synapsed model delete # remove model │ │ │ │ $ synapsed model share # open to invited nodes │ │ │ │ $ synapsed model paid # enable paid mode │ │ │ │ $ synapsed model price 5 # set price (5 NGT/hour) │ │ │ │ $ synapsed model slots 3 # max 3 paying users │ │ │ │ $ synapsed model invite # allow specific node │ │ │ │ $ synapsed model kick # remove node access │ │ │ │ $ synapsed model private # close all access │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → LOCAL AI MODEL HOSTING │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ PRIVACY LAYER (optional) │ │ ══════════════════════════════════════════════════════════════════════ │ │ │ │ Enable: $ synapsed --privacy-mode │ │ │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ 🧅 Tor/i2p - all traffic through anonymity network │ │ │ │ 🔐 E2E Encryption - AI queries, PoE, sync — all encrypted │ │ │ │ 👤 Stealth Addr - one-time addresses, unlinkable payments │ │ │ │ 🌿 Dandelion++ - hide who created transaction/knowledge │ │ │ │ 🔀 Mix Network - model owner can't identify who asks │ │ │ │ 📝 Scrubbed Logs - no IPs, truncated IDs, rounded times │ │ │ │ 💨 Amnesia Mode - RAM-only, zero traces after shutdown │ │ │ │ 🎭 Hidden Wallet - plausible deniability (decoy + real) │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Modes: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ $ synapsed # normal (no privacy) │ │ │ │ $ synapsed --privacy # Tor + E2E + scrubbed logs │ │ │ │ $ synapsed --privacy --stealth # + stealth addr + dandelion │ │ │ │ $ synapsed --amnesia # RAM-only, zero traces │ │ │ │ $ synapsed --hidden-wallet # plausible deniability │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ ⚠️ Privacy = wrapper, doesn't affect PoE/Knowledge/AI functionality │ │ │ │ Code: +4,800 lines (optional) → ~41,200 total with full privacy │ │ │ │ Full details: see WHAT_IS_SYNAPSENET.txt → PRIVACY LAYER │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ ✓ TASK 1: STREAMING TOKEN CALLBACKS │ │ ═════════════════════════════════════════════════════════════════════ │ │ │ │ STATUS: Completed │ │ PURPOSE: Real-time token generation with progress reporting │ │ │ │ Implementation: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ void generateStream(const std::string& prompt, │ │ │ │ std::function callback, │ │ │ │ const GenerationParams& params) { │ │ │ │ │ │ │ │ // Calls callback(token) for EACH token generated │ │ │ │ // Return false from callback to stop generation │ │ │ │ // Enables real-time TUI updates │ │ │ │ } │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Why this matters: │ │ ✓ No wait for full response │ │ ✓ Users see tokens appear in real-time (like ChatGPT) │ │ ✓ Stop generation anytime (hit Ctrl+C) │ │ ✓ TUI can show progress % and ETA │ │ │ │ Code: model_loader.cpp lines 471-560 │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ ✓ TASK 2: ENHANCED ERROR REPORTING WITH SYSTEM CONTEXT │ │ ═════════════════════════════════════════════════════════════════════ │ │ │ │ STATUS: Completed │ │ PURPOSE: Helpful error messages instead of vague failures │ │ │ │ What users see BEFORE (unhelpful): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Error: Failed to load model │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ What users see NOW (helpful): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ [ERROR] Failed to load model: /home/user/llama2-7b.gguf │ │ │ │ File size: 3.8 GB │ │ │ │ Available RAM: 4.2 GB │ │ │ │ Free disk space: 125.3 GB │ │ │ │ Estimated memory: 6.1 GB (context=2048 + KV-cache + buffers) │ │ │ │ Recommended memory: 8 GB minimum │ │ │ │ │ │ │ │ Solution: │ │ │ │ • Reduce context size: --context 1024 │ │ │ │ • Increase available RAM (close other apps) │ │ │ │ • Try smaller model (4B instead of 7B) │ │ │ │ • Enable memory mapping: --mmap │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Implementation includes: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ Helper functions: │ │ │ │ • getAvailableMemory() - system RAM in bytes │ │ │ │ • formatBytes(bytes) - converts to KB/MB/GB with precision │ │ │ │ • getFreeDiskSpace(path) - available disk at model location │ │ │ │ • estimateMemory(path) - model + context + overhead formula │ │ │ │ │ │ │ │ Logging points: │ │ │ │ • Model file size at load start │ │ │ │ • Memory availability checks │ │ │ │ • Progress callbacks (50%, 75%, 100%) │ │ │ │ • Error context with file path + memory + parameters │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Code: model_loader.cpp lines 91-120 | model_loader.cpp lines 1014-1036 │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ ✓ TASK 3: MODEL PERSISTENCE & AUTO-LOAD │ │ ═════════════════════════════════════════════════════════════════════ │ │ │ │ STATUS: Completed │ │ PURPOSE: Remember last used model and auto-load on restart │ │ │ │ Workflow: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ SESSION 1: │ │ │ │ $ synapsed │ │ │ │ > load ~/models/llama-7b.gguf [loads, shows progress] │ │ │ │ > chat "Hello AI" [works] │ │ │ │ > exit [saves model info to config] │ │ │ │ │ │ │ │ SESSION 2 (next day): │ │ │ │ $ synapsed │ │ │ │ [Auto-loads ~/models/llama-7b.gguf] ✓ No need to reload! │ │ │ │ > chat "More conversation" [continues with same model] │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Config keys (persisted in ~/.synapsenet/synapsenet.conf): │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ model.last_path = "/path/to/llama-7b.gguf" │ │ │ │ model.last_id = "llama-7b" │ │ │ │ model.last_format = "GGUF" │ │ │ │ model.auto_load = true │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Methods: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ bool saveLastModel() const; // saves current model to config │ │ │ │ bool loadLastModel(); // loads from config on startup │ │ │ │ void setLastModelPath(path); // set path in config │ │ │ │ std::string getLastModelPath(); // retrieve from config │ │ │ │ void setAutoLoadModel(bool); // enable/disable auto-load │ │ │ │ bool getAutoLoadModel() const; // check if auto-load enabled │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Code: model_loader.cpp lines 1039-1071 │ │ config.h lines 113-121 | config.cpp lines 70-75 │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ ✓ TASK 4: CONFIGURABLE MODEL SCAN PATHS │ │ ═════════════════════════════════════════════════════════════════════ │ │ │ │ STATUS: Completed │ │ PURPOSE: Users can add custom directories without recompiling │ │ │ │ Default scan paths: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ ~/.synapsenet/models/ [user home] │ │ │ │ ./models/ [current directory] │ │ │ │ ./third_party/llama.cpp/models/ [bundled models] │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Add custom path at runtime: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ $ synapsed │ │ │ │ > config add-scan-path ~/my_models │ │ │ │ > model list [now scans all 4 directories] │ │ │ │ │ │ │ │ To persist (saved in ~/.synapsenet/synapsenet.conf): │ │ │ │ > config save │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Implementation: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ // ModelLoader instance variable │ │ │ │ std::vector scanPaths_; │ │ │ │ │ │ │ │ // Config helpers │ │ │ │ std::vector getModelScanPaths() const; │ │ │ │ void setModelScanPaths(const std::vector&); │ │ │ │ void addModelScanPath(const std::string& path); │ │ │ │ void removeModelScanPath(const std::string& path); │ │ │ │ │ │ │ │ // ModelLoader getters │ │ │ │ std::vector getScanPaths() const; │ │ │ │ void setScanPaths(const std::vector&); │ │ │ │ │ │ │ │ // Discovery with all paths │ │ │ │ std::vector getAvailableModels() const; │ │ │ │ // ^ scans all scanPaths_, deduplicates, returns full list │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Features: │ │ ✓ Dynamic path management without code changes │ │ ✓ Tilde (~) expansion for home directory │ │ ✓ Deduplication (same model found in 2 dirs = appears once) │ │ ✓ Auto-persistence to config file │ │ ✓ Works with any model format (GGUF, ONNX, SafeTensors) │ │ │ │ Code: model_loader.cpp lines 1073-1112 │ │ config.h lines 123-135 | config.cpp line 77 │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ┌────────────────────────────────────────────────────────────────────────────┐ │ │ │ ✓ TASK 5: COMPREHENSIVE UNIT TESTS (GoogleTest Framework) │ │ ═════════════════════════════════════════════════════════════════════ │ │ │ │ STATUS: Completed - 40+ test cases covering all new functionality │ │ PURPOSE: Regression protection and confidence in model loading │ │ │ │ Test categories: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ ✓ Validation Tests (4 tests) │ │ │ │ • ValidateModel with valid file │ │ │ │ • ValidateModel with non-existent file │ │ │ │ │ │ │ │ ✓ Format Detection Tests (6 tests) │ │ │ │ • Detect GGUF, GGML, SAFETENSORS, PYTORCH, ONNX │ │ │ │ • Handle unknown format gracefully │ │ │ │ │ │ │ │ ✓ Memory Tests (4 tests) │ │ │ │ • Estimate memory is positive │ │ │ │ • Format bytes (B, KB, MB, GB conversions) │ │ │ │ • Get free disk space │ │ │ │ │ │ │ │ ✓ State Management Tests (3 tests) │ │ │ │ • GetState returns UNLOADED by default │ │ │ │ • GetError returns empty initially │ │ │ │ • State transitions on load attempt │ │ │ │ │ │ │ │ ✓ Model Discovery Tests (2 tests) │ │ │ │ • ListModels in directory │ │ │ │ • GetAvailableModels from all scan paths │ │ │ │ │ │ │ │ ✓ Persistence Tests (4 tests) │ │ │ │ • Save/load last model │ │ │ │ • Auto-load on startup │ │ │ │ • Handle missing model file gracefully │ │ │ │ • Config file I/O verification │ │ │ │ │ │ │ │ ✓ Scan Path Tests (3 tests) │ │ │ │ • Get/set scan paths │ │ │ │ • Add/remove scan path idempotently │ │ │ │ • Persist paths to config │ │ │ │ │ │ │ │ ✓ Configuration Tests (3 tests) │ │ │ │ • Set/get loader config (context, threads, GPU layers) │ │ │ │ • Validate config parameters │ │ │ │ │ │ │ │ ✓ Callback Tests (4 tests) │ │ │ │ • State change callbacks trigger on load/error │ │ │ │ • Progress callbacks called at 0.5, 0.75, 1.0 │ │ │ │ • Error callbacks receive error messages │ │ │ │ • Generation callbacks stream tokens │ │ │ │ │ │ │ │ ✓ Integration Tests (7 tests) │ │ │ │ • Generate without model (graceful error) │ │ │ │ • Token count estimation │ │ │ │ • Delete model file │ │ │ │ • Config persistence verification │ │ │ │ • Full model lifecycle (load/generate/unload) │ │ │ │ │ │ │ │ Total: 40+ tests ✓ │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Mock Infrastructure: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ // Minimal valid GGUF file for testing │ │ │ │ void createMockGGUF(const std::string& path) { │ │ │ │ std::ofstream file(path, std::ios::binary); │ │ │ │ file.write("GGUF", 4); // magic │ │ │ │ uint32_t version = 3; │ │ │ │ file.write((char*)&version, 4); // version │ │ │ │ // metadata (minimal) │ │ │ │ file.seekp(1024); // pad to 1KB │ │ │ │ file.put('\0'); │ │ │ │ } │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Run all tests: │ │ ┌──────────────────────────────────────────────────────────────────────┐ │ │ │ $ cd KeplerSynapseNet && mkdir -p build && cd build │ │ │ │ $ cmake .. && cmake --build . --target test_model_loader │ │ │ │ $ ./tests/test_model_loader │ │ │ │ │ │ │ │ [==========] Running 40 tests from 1 test suite. │ │ │ │ [----------] Global test environment set-up. │ │ │ │ [RUN] ModelLoaderTest.ValidateModel │ │ │ │ [OK] ModelLoaderTest.ValidateModel (2 ms) │ │ │ │ ... │ │ │ │ [==========] 40 tests from 1 test suite ran. (148 ms total) │ │ │ │ [PASSED] 40 tests │ │ │ └──────────────────────────────────────────────────────────────────────┘ │ │ │ │ Code: tests/test_model_loader.cpp (320+ lines) | tests/CMakeLists.txt │ │ │ └────────────────────────────────────────────────────────────────────────────┘ ═══════════════════════════════════════════════════════════════════════════════════════════ SUMMARY v0.1-alpha Five systems. Five implementations. 500+ lines code. 40+ tests. Zero bugs found so far. Users can now stream tokens from any local AI model with enhanced error context and persistence. This is the beginning. "Satoshi gave us money without banks. I will give you brains without corporations." - Kepler ═══════════════════════════════════════════════════════════════════════════════════════════ For more details, see: • WHAT_IS_SYNAPSENET.txt → IMPLEMENTATION STATUS section • Full source code: KeplerSynapseNet/src/model/model_loader.cpp • Tests: KeplerSynapseNet/tests/test_model_loader.cpp • Config: KeplerSynapseNet/data/synapsenet.conf ================================================================================