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Sovereign by design.","maintainers":[{"name":"bino-elgua","email":"Jujuman2008@gmail.com"}],"readme":"![Version](https://img.shields.io/badge/version-v3.4.0-blue)\n![License](https://img.shields.io/badge/license-MIT-green)\n![Tests](https://img.shields.io/badge/tests-405%20passing-brightgreen)\n![Backends](https://img.shields.io/badge/backends-44-orange)\n[![npm](https://img.shields.io/badge/npm-@bino--elgua/swibe-brightgreen)](https://www.npmjs.com/package/@bino-elgua/swibe)\n\n# Swibe: Agent-Native Scripting Language (v3.4.0)\n\n**Autonomous swarms, self-healing loops, and world creation from one sentence.**\n\nSwibe is a sovereign programming language where agents, prompts, neural layers, and secure execution are first-class citizens. Write declarative agentic code that compiles to 44 backend targets, runs self-repairing swarms, and persists state via a BIPỌ̀N39 ritual vault.\n\nv3.4 introduces **Major Core Syntax Expansion**: native `for` and `while` loops, `async` functions, `mut` variable declarations, closure syntax (`|x| expr`), arrow functions (`x => expr`), and first-class `agent` declarations.\n\nv3.3.1 introduced **Security Hardening**: strict layer enforcement, formal `secure` block policies (`llm_routing`, `receipt_sealing`), `simulate` permission mode, Merkle-hardened receipt chains, and the Sovereign Readiness Report.\n\n## Installation\n\n```bash\nnpm i -g @bino-elgua/swibe\n```\n\nFor local development:\n\n```bash\ngit clone https://github.com/Bino-Elgua/Swibe.git\ncd Swibe\nnpm install\nnpm test    # 405 tests passing\n```\n\n## Quick Start\n\n```swibe\n-- Fully Hardened Sovereign Agent\n-- Layer 0: Ethics & Identity\nethics { harm_none: true; sovereign_data: true }\nsecure { \n  execution: \"strict-vm\"; \n  llm_routing: \"ethics_only\"; \n  strict: true \n}\n\n-- Layer 1: Core Agent\npermission { think: \"auto\"; bash: \"simulate\"; mint: \"ask\" }\nbudget { tokens: 100000; time: \"300s\" }\n\nthink \"Analyze codebase for security issues\" {\n  loop: true,\n  max_iterations: 5\n}\n```\n\n```bash\nswibe run agent.swibe\n```\n\n## CLI Commands\n\n| Command | Description |\n|---------|-------------|\n| `swibe run <file.swibe>` | Execute a Swibe agent |\n| `swibe compile <file> --target <lang>` | Compile to any of 44 targets |\n| `swibe repl` | Interactive REPL with history, tab completion, Sabbath awareness |\n| `swibe init <template> [name]` | Scaffold from template (`basic-agent`, `swarm`, `hybrid`, `chain`, `daily`) |\n| `swibe watch <file.swibe>` | Hot-reload on file changes |\n| `swibe debug <file> --target <lang>` | Debug with lexer/parser/compile timing + AST stats |\n| `swibe daemon <file.swibe>` | Run headless agent (PID managed in `~/.swibe/`) |\n| `swibe daemon:stop` | Stop running daemon |\n| `swibe route <file.swibe>` | Show neural routing & permission matrix report |\n| `swibe token audit` | Audit agent token balances, burns, and slashes |\n| `swibe docs [--live]` | Auto-generate documentation from examples |\n| `swibe plugin list` | List installed plugins |\n| `swibe docker dockerfile --lang <lang>` | Generate Dockerfile, Lambda, GCP, Azure, systemd configs |\n| `swibe agent <file> --gen-class <name>` | Extract and generate agent classes |\n| `swibe api <file> --format <express\\|graphql\\|openapi\\|fastapi>` | Generate API scaffolding |\n| `swibe microservice <name> --port <n>` | Generate microservice scaffold |\n| `swibe pkg manifest\\|install\\|publish` | Package management |\n\n## Four-Layer Architecture\n\nSwibe enforces a layered declaration model. The compiler validates that lower layers are declared before higher ones, producing warnings on out-of-order declarations. This makes large agent files easier to read, audit, and reason about.\n\n| Layer | Name | Primitives | Purpose |\n|-------|------|-----------|---------|\n| **0** | **Ethics & Identity** | `ethics`, `secure`, `neural`, `wallet`, `token` | Foundation — who the agent is and what it believes |\n| **1** | **Core Agent** | `think`, `remember`, `budget`, `permission`, `skill`, `chain`, `plan` | Cognition — how the agent reasons and what it's allowed to do |\n| **2** | **Coordination** | `swarm`, `team`, `coordinate`, `gestalt` | Social — how agents work together |\n| **3** | **Execution** | `pilot`, `witness`, `mcp`, `edit`, `bridge`, `viewport` | Action — how agents interact with the world |\n\n```swibe\n-- Correct ordering: Layer 0 → 1 → 2 → 3\nethics { harm_none: true }\nsecure { execution: \"strict-vm\"; network: \"refuse\"; audit: \"on\" }\npermission { think: \"auto\"; pilot: \"ask\"; mint: \"quarantine\" }\nbudget { tokens: 100000; time: \"300s\" }\nteam \"DevTeam\" { architect: \"design\"; coder: \"implement\" }\npilot { mode: \"browser\"; safe_mode: true }\n```\n\n## Language Primitives\n\n### Core Primitives\n\n| Primitive | Purpose |\n|-----------|---------|\n| `think` | LLM reasoning with agentic tool-call loops and receipt sealing |\n| `chain` | LangChain-style sequential reasoning steps |\n| `plan` | Semantic Kernel-style goal decomposition |\n| `swarm` | Multi-agent coordination (async in JS, OTP in Elixir) |\n| `loop until` | Self-healing execution — runs until a goal is verified |\n| `for` / `while` | Standard native control flow loops for agent logic |\n| `mut` | Explicit mutable variable declaration |\n| `async` / `await` | Native asynchronous function and call support |\n| `agent` | First-class agent declaration and instantiation |\n| `budget` | Token, time, and USD cost limits with alert thresholds |\n| `remember` | Three-tier hierarchical memory (working/short-term/long-term) |\n| `evolve` | Soul-state evolution |\n| `observe` | Event listeners and hooks |\n| `ethics` | Runtime ethical guardrails (Hermetic principles) |\n| `neural` | Neural layer simulation (86B internal neurons) |\n| `meta-digital` | Chained skill execution with `refuse_if` ethical filters |\n| `secure { }` | Restricted `vm` execution sandbox |\n| `app { }` | Declare full applications in one block |\n| `%%` | Prompt-splice — natural language as compiled syntax |\n| `mint` / `receipt` / `seal` / `walrus` | Sui blockchain primitives |\n| `@target` | Multi-target directives (`@elixir`, `@move`, `@rust`) |\n\n### Formal Security Layer\n\nThe `secure` block enforces real sandboxing with policy-driven isolation. It sits at Layer 0 alongside `ethics` and controls what the runtime can access:\n\n```swibe\nsecure {\n  execution: \"strict-vm\";\n  network: \"refuse\";\n  filesystem: \"read-only\";\n  memory: \"encrypted\";\n  receipts: \"mandatory\";\n  audit: \"on\"\n}\n```\n\n| Policy | Values | Effect |\n|--------|--------|--------|\n| `execution` | `strict-vm`, `standard` | Isolation level for the runtime sandbox |\n| `network` | `refuse`, `allow` | Block or allow network access inside sandbox |\n| `filesystem` | `read-only`, `refuse`, `allow` | Control filesystem access |\n| `memory` | `encrypted`, `standard` | Encrypt in-memory state |\n| `receipts` | `mandatory`, `optional` | Require sealed receipts for every action |\n| `audit` | `on`, `off` | Log every operation for review |\n\nThe compiler validates policy fields at parse time and generates isolated runtimes — especially useful for Rust, Zig, and WASM targets.\n\n### Tool System, MCP & Permissions\n\n| Primitive | Purpose |\n|-----------|---------|\n| `permission` | Granular permission matrix — `auto` / `ask` / `plan` / `refuse` per action |\n| `mcp` | Model Context Protocol server connections (filesystem, GitHub, databases) |\n| `team` | Role-based multi-agent teams with coordination modes |\n| `edit` | Partial file modification via string replacement |\n| `skill` | Reusable capability definitions with prompt templates and tool lists |\n\n```swibe\npermission {\n  think: \"auto\";\n  bash: \"plan\";\n  mint: \"ask\";\n  net: \"refuse\"\n}\n\nmcp {\n  server: \"filesystem\";\n  transport: \"stdio\"\n}\n\nteam \"DevTeam\" {\n  architect: \"designs the system architecture\";\n  coder: \"implements the design\";\n  reviewer: \"audits for ethics and quality\";\n  coordination: \"hierarchical\"\n}\n\nedit \"src/main.swibe\" {\n  replace: \"old_function()\";\n  with: \"new_function()\"\n}\n```\n\n### IDE Bridge & Session Management\n\n| Primitive | Purpose |\n|-----------|---------|\n| `bridge` | Bidirectional IDE connection — JSON-RPC 2.0 over stdio or TCP |\n| `session` | Persistent agent sessions — create, resume, pause across IDE restarts |\n\n```swibe\nbridge \"sovereign-ide\" {\n  transport: \"tcp\";\n  port: 6271\n}\n\nsession \"dev-sprint\" {\n  action: \"create\"\n}\n```\n\nThe IDE bridge enables:\n- Two-way communication between Swibe runtime and VSCode/JetBrains\n- Permission request callbacks (runtime asks IDE user for approval)\n- REPL evaluation via bridge (evaluate selection in editor)\n- Session persistence across IDE restarts\n- Real-time diagnostics push\n\n### Advanced Agent Coordination\n\n| Primitive | Purpose |\n|-----------|---------|\n| `coordinate` | Dispatch tasks to teams with strategy selection |\n\nFour coordination strategies:\n\n| Strategy | How It Works |\n|----------|--------------|\n| `hierarchical` | Lead agent plans, delegates to workers, synthesizes results |\n| `democratic` | All agents solve independently, vote on best result (weighted) |\n| `competitive` | Agents race — fastest valid result wins |\n| `pipeline` | Sequential pass-through, each agent transforms the output |\n\n```swibe\nteam \"SecurityTeam\" {\n  lead: \"designs audit strategy [design, review]\";\n  scanner: \"runs static analysis [scan, lint]\";\n  reviewer: \"reviews findings for ethics [audit, ethics]\";\n  coordination: \"hierarchical\"\n}\n\ncoordinate \"Audit codebase for OWASP top 10\" {\n  strategy: \"hierarchical\";\n  team: \"SecurityTeam\"\n}\n```\n\n### Production Hardening\n\n| Primitive | Purpose |\n|-----------|---------|\n| `policy` | Org-level controls — per-user token/USD limits, forbidden operations, rate limiting |\n| `analytics` | A/B experiment management for model selection, custom metrics tracking |\n\n```swibe\npolicy \"sovereign-org\" {\n  max_tokens_per_user: 500000;\n  max_usd_per_user: 10;\n  forbidden: \"rm_rf\"\n}\n\nbudget {\n  tokens: 200000;\n  time: \"600s\";\n  cost_usd: 5\n}\n\nanalytics model_routing {\n  experiment: \"model_comparison\";\n  variants: \"claude_sonnet\"\n}\n```\n\nCost tracking supports model-specific pricing (Claude Opus/Sonnet/Haiku, GPT-4o, Ollama free models) with automatic USD calculation and configurable alert thresholds at 80%/100% utilization.\n\n### Multimodal Perception & Computer Control\n\n```swibe\n-- Multimodal perception\nwitness {\n  modalities: \"image,audio,document\";\n  fusion: \"unified_context\";\n  max_concurrent: 4\n}\n\n-- Computer control (browser/desktop/mobile)\npilot {\n  mode: \"browser\";\n  safe_mode: true;\n  max_actions: 50\n}\n\n-- Screen understanding with OCR\nviewport {\n  width: 1920;\n  height: 1080;\n  accessibility: true;\n  ocr: true\n}\n\n-- Parallel tool execution with merge strategies\ngestalt {\n  search: \"find vulnerabilities\";\n  analyze: \"review patterns\";\n  scan: \"check dependencies\";\n  merge: \"unified_context\"\n}\n```\n\n**Witness** processes image, video, audio, and document inputs with configurable fusion strategies (unified_context, weighted, sequential). **Pilot** provides a perceive/act cycle for browser, desktop, and mobile automation with safety guards. **Viewport** captures screen state, builds accessibility trees, extracts UI elements, and runs OCR. **Gestalt** executes multiple tool operations concurrently with five merge strategies: unified_context, first_wins, majority_vote, concatenate, and reduce.\n\n### ToC Tokenomics — Three-Token Economy\n\n```swibe\n-- Define the three tokens\ntoken \"ase\" {\n  name: \"Àṣẹ\";\n  holders: \"humans_and_creators\";\n  daily_mint: 1440\n}\n\ntoken \"toc_d\" {\n  name: \"Dopamine\";\n  holders: \"agents_only\";\n  birth_endowment: 86000000000;\n  daily_decay: \"1%\"\n}\n\ntoken \"toc_s\" {\n  name: \"Synapse\";\n  holders: \"agents_only\";\n  birth_endowment: 86000000\n}\n\n-- Agent wallet (born with 86B Dopamine + 86M Synapse)\nwallet \"drone_agent\" {\n  type: \"agent\";\n  birth: true\n}\n\n-- Burn conversion: Àṣẹ → Dopamine (one-way, 1:10000)\nconvert {\n  from: \"ase\";\n  to: \"toc_d\";\n  ratio: \"10000_per_ase\";\n  direction: \"one_way\"\n}\n\n-- Creator royalty: 10% Àṣẹ, locked 7 days\nroyalty {\n  recipient: \"agent_creator\";\n  token: \"ase\";\n  percentage: \"10%\";\n  vesting: \"sabbath\"\n}\n\n-- Job escrow: human locks Àṣẹ until verification\nescrow \"delivery_job\" {\n  human: \"user_001\";\n  agent: \"drone_agent\";\n  amount: 1\n}\n```\n\n**Three tokens, three purposes:** Àṣẹ is the human entry token (fixed supply, 1440/day mint, 5% burn per job). Dopamine is agent internal fuel (86B at birth, 1% daily decay, burned for every action). Synapse is agent commerce (86M at birth, earned by burning Dopamine at 10:1). The neural mapping is exact — 86 billion Dopamine maps to 86 billion neurons, 86 million Synapse maps to 86 million synaptic bundles. Creators earn Àṣẹ royalties (10%, locked 7 days). Staking/slashing enforces economic security. All conversions are one-way burns — deflationary by design.\n\n**Token Hardening Rules:**\n\n| Rule | Enforcement |\n|------|-------------|\n| **Staking gate** | Agents must stake 10% of Synapse to run `pilot` or `mint` |\n| **Ethics slashing** | 25% Dopamine slashed on ethics violations |\n| **Budget slashing** | 10% Dopamine slashed on budget overruns |\n| **Escrow timeout** | Auto-refund Àṣẹ if job not completed in 7 days (configurable) |\n| **Burn audit trail** | Every Dopamine burn links to a sealed receipt hash |\n\n## Security & Hardening (v3.3.1)\n\nSwibe v3.3.1 introduces a formal security framework based on layered architecture and policy-driven sandboxing.\n\n### Sovereign Readiness Report\nThe compiler now performs a pre-compile static analysis pass that runs all validators (Ethics, Layer, Permission, Secure) and produces a report with a **Risk Score** (0-100).\n```bash\nswibe compile agent.swibe --report\n```\n\n### Enhanced Secure Block\nThe `secure {}` block (Layer 0) now supports advanced policy fields:\n\n| Policy | Values | Effect |\n|--------|--------|--------|\n| `llm_routing` | `ethics_only`, `performance_first` | Forces safety models when ethics threshold is high |\n| `receipt_sealing` | `immediate`, `batch` | Immediate sealing for high-security environments |\n| `strict` | `true`, `false` | Turn layer-order warnings into hard errors |\n\n### Advanced Permission Modes\nThree new high-security modes added to the `permission {}` matrix:\n\n| Mode | Behavior |\n|------|----------|\n| `simulate` | Run in a dry-run sandbox; returns predicted effects without execution |\n| `monitor` | Allow action but log full telemetry to on-chain audit trail |\n| `quarantine` | Auto-apply isolation on iteration N+1 if N violated ethics or budget |\n\n### Merkle-Hardened Receipt Chain\nThe internal receipt chain now uses a **Merkle Tree** structure. Every `think` call produces a receipt that includes the Merkle root of all previous history, enabling privacy-preserving audits and proof of non-tampering.\n\n## 44 Compilation Targets\n\nSwibe backends are pure codegen emitters, mapping agentic primitives to native constructs.\n\n### Tier 1: High-Speed & Embedded\n\n| Target | Architecture | Use Case |\n|--------|--------------|----------|\n| **JavaScript** | Async/Node | Universal runtime (default) |\n| **TypeScript** | Typed Async | Web + type-safe agents |\n| **Lua** | Coroutines | Tiny embedded agents |\n| **Nim** | Macros/DSL | High-performance edge |\n| **Crystal** | Fibers | Safe concurrency |\n| **Janet** | Lisp Macros | Scripting/embed |\n| **Scheme** | Lambdas | Minimal footprint |\n\n### Tier 2: Systems & Safety\n\n| Target | Architecture | Use Case |\n|--------|--------------|----------|\n| **Rust** | Threads/Safety | Sovereign enforcers |\n| **Go** | Goroutines | High-scale workers |\n| **Zig** | Comptime | Zero-overhead edge |\n| **V** | Auto-free | Fast-compile vaults |\n| **Odin** | Data-Oriented | Neural sim crunching |\n| **OCaml** | Functors | Formal skill proofs |\n| **F#** | Async Workflows | Typed .NET receipts |\n| **Clojure** | Atoms/STM | Immutable swarms |\n| **Haskell** | Monads | Pure ethical chaining |\n\n### Tier 3: Scientific & Scripting\n\n| Target | Architecture | Use Case |\n|--------|--------------|----------|\n| **Python** | Asyncio | ML/data pipelines |\n| **R** | Vectors | Statistical agents |\n| **Julia** | Matrix/SIMD | Scientific compute |\n| **Ruby** | Blocks | Rapid prototyping |\n| **Perl** | Regex/glue | Text processing |\n| **Lisp** | S-expressions | Symbolic reasoning |\n| **Matlab** | Matrix ops | Engineering compute |\n| **Wolfram** | Symbolic | Mathematical agents |\n\n### Tier 4: Exotic & Specialized\n\n**Pony** (lock-free actors), **Aether** (work-stealing queues), **Mojo** (SIMD kernels), **Sui Move** (on-chain soul), **APL** (tensor ops), **J** (vector processing), **K** (event streams), **Forth** (stack machine), **Prolog** (logic judge), **Mercury** (deterministic), **Ada** (crash-proof), **COBOL** (batch audit), **Smalltalk** (live object), **D** (contract guard), **Raku** (grammar ethics), **Scala** (Akka scale), **Idris** (dependent types), **WASM** (browser/edge), **OpenClaw** (agent skill deployment)\n\n## LLM Providers\n\nSwibe supports multiple LLM backends via a provider fallback chain:\n\n**Ollama -> OpenRouter -> Claude -> Mock**\n\n| Provider | Setup | Cost |\n|----------|-------|------|\n| Ollama (default) | `ollama serve` locally | Free |\n| OpenRouter | Set `OPENROUTER_API_KEY` | Free tier available |\n| Claude | Set `ANTHROPIC_API_KEY` | Paid |\n\n**Free OpenRouter models:**\n- `meta-llama/llama-3.3-70b-instruct:free`\n- `mistralai/mistral-7b-instruct:free`\n- `google/gemma-2-9b-it:free`\n\n## Neural Model Routing\n\n`SovereignNeuralLayer` uses 86 cortical birth parameters to select LLM models:\n\n```\nprefrontal  [12 weights] -> reasoning model selection\nhippocampus [18 weights] -> memory capacity\namygdala    [ 8 weights] -> ethics threshold (>0.7 -> safety model)\ntemporal    [16 weights] -> language weights\noccipital   [12 weights] -> pattern weights\ncerebellum  [10 weights] -> coordination\nbrainstem   [ 4 weights] -> entropy sensitivity\nparietal    [ 6 weights] -> economic weights\n```\n\n```javascript\nconst layer = SovereignNeuralLayer.random();\nconst model = layer.getTopModel();      // prefrontal-weighted selection\nconst safe  = layer.getEthicsModel();   // amygdala-gated safety model\nconst report = layer.getRoutingReport(); // full fingerprint + metrics\n```\n\n## Sovereign Identity & Vault\n\nAgents are born with a sovereign identity derived from a BIPỌ̀N39 ritual phrase. This identity secures the agent's RAG memory and signs every execution receipt.\n\n- **BIPỌ̀N39 mnemonic** generation — 16 roots x 16 affixes = 256 canonical tokens (e.g., `esu-gate sango-volt`)\n- **Deterministic agent identity** — SHA-256 agent ID, Odù archetype (0-255), elemental signature, capability derivation\n- **HMAC-SHA256 message signing** with seed-derived keys\n- **Ed25519 keypairs** (SPKI/PKCS8 encoded) from deterministic seed derivation\n- **SHA-256 receipt chain** — every `think` call produces an auditable receipt\n- **AES-256-GCM** encryption for vault storage\n- **Sabbath gate** — queue irreversible writes on Saturday (Ọbàtálá sabbath, UTC day 6)\n\n## Hermetic Ethics Engine (v3.1)\n\nOpt-in runtime enforcement of 7 Hermetic principles:\n\n1. **Mentalism** — intent required before action\n2. **Correspondence** — soul karma tracking\n3. **Vibration** — refusals have configurable TTL cooldowns\n4. **Polarity** — refusals redirect to constructive opposites\n5. **Rhythm** — Sabbath guard (Saturday/Sunday awareness)\n6. **Cause-Effect** — receipt chain enforcement\n7. **Gender** — consensus token required for critical actions (e.g., `mint`)\n\nThe `EthicsValidator` AST visitor enforces structural constraints at parse time:\n- `mcp` and `bridge` require a `permission {}` block\n- `edit` requires an `ethics {}` declaration\n- `policy` requires an `ethics {}` declaration\n- Think loops without `budget {}` produce informational diagnostics\n\n## Permission System\n\nGranular per-action permission control with seven modes:\n\n| Mode | Behavior |\n|------|----------|\n| `auto` | Auto-approve (safe actions like `think`, `chain`) |\n| `ask` | Always prompt the user for approval |\n| `plan` | Ask once per session, then auto-approve |\n| `monitor` | Run the action but log everything for review |\n| `quarantine` | Run in isolated container with no side effects |\n| `simulate` | Dry-run sandbox — returns predicted effects without execution |\n| `refuse` | Always deny |\n\n**Mandatory permissions:** High-risk primitives (`mcp`, `pilot`, `edit`, `mint`, `witness`, `viewport`, `bridge`, `escrow`, `slash`, `bash`, `file_write`, `net`) require an explicit `permission {}` block. The compiler will warn if these are used without one.\n\nThe `PermissionGate` modulates permissions based on the agent's ethics threshold from `SovereignNeuralLayer`. High-ethics agents get stricter defaults; all decisions are logged to a sealed audit chain.\n\n## MCP Integration\n\nSwibe is MCP-native, connecting to any [Model Context Protocol](https://modelcontextprotocol.io/) tool server:\n\n```swibe\nmcp {\n  server: \"filesystem\";\n  transport: \"stdio\"\n}\n```\n\nThe `MCPHub` manages multiple server connections with JSON-RPC 2.0 (stdio or HTTP transport), automatic tool discovery, and permission gate integration.\n\n## Three-Tier Memory Engine\n\nThe `MemoryEngine` provides hierarchical memory beyond simple RAG:\n\n| Tier | Persistence | Use Case |\n|------|-------------|----------|\n| **Working** | Volatile (in-memory) | Current task context |\n| **Short-term** | Persisted, auto-pruned | Recent facts, session state |\n| **Long-term** | Permanent, encrypted | Core knowledge, identity |\n\nFeatures: auto-extraction of definitions/entities/action items from text, context compression when working memory exceeds threshold, cross-agent memory sharing (export/import).\n\n## Agentic Think Loops\n\n`think` is upgraded from single-shot to iterative tool-call loops:\n\n```swibe\nthink \"Review the codebase and find security issues\" {\n  loop: true,\n  max_iterations: 5\n}\n```\n\nThe `ThinkLoop` engine parses tool calls from LLM output, executes them via the `ToolRegistry`, feeds results back, and repeats until goal achieved or budget exhausted. Built-in tools: `read_file`, `write_file`, `edit_file`, `list_files`, `bash`. Every iteration is sealed into a trajectory receipt.\n\n## IDE Bridge & Session Management\n\nBidirectional communication between Swibe runtime and IDEs:\n\n- **JSON-RPC 2.0** protocol over TCP (port 6271) or stdio\n- **SessionManager** — persistent sessions with create/resume/pause/destroy\n- **Permission callbacks** — runtime asks IDE user for approval via modal dialog\n- **REPL bridge** — evaluate Swibe code from editor selection\n- **Real-time diagnostics** — push parse errors and ethics violations to IDE\n\n### VSCode Extension (v3.2.0)\n\nInstall from the `vscode-extension/` directory:\n\n```bash\ncd vscode-extension && npm install && npm run compile\n```\n\nFeatures:\n- Syntax highlighting + Swibe Dark/Light themes\n- LSP server with real-time diagnostics, hover docs, document symbols\n- Completions for all 35+ keywords with documentation\n- Commands: Compile (Ctrl+Shift+B), REPL (Ctrl+Shift+R), Eval Selection (Ctrl+Shift+E)\n- Bridge connection panel, session management UI\n- Permission request modal (Allow / Allow for Session / Deny)\n\n## Ecosystem & Plugins\n\n### Plugin System\nAny ecosystem can implement the `SwibePlugin` contract:\n- `onBirth(agent)` — inject entropy or register identity\n- `onThink(prompt)` — pre-reasoning audit\n- `onReceipt(receipt)` — post-execution verification\n- `onSettle(result)` — final value settlement\n\n```bash\nswibe run agent.swibe --plugin ./my-adapter.js\n```\n\n### OpenClaw Integration\nCompile Swibe agents to OpenClaw skill packages:\n```bash\nswibe compile agent.swibe --target openclaw\n# Generates SKILL.md, agent.js, SOUL.md\nopenclaw skill install ./openclaw-out\n```\n\n## Project Structure\n\n```\nsrc/\n  index.js              # CLI entry point\n  lexer.js              # Tokenizer (120+ token types)\n  parser.js             # AST parser (EBNF grammar, 49 statement types)\n  compiler.js           # Multi-target compiler (44 backends)\n  stdlib.js             # Standard library (think, swarm, budget, ethics, etc.)\n  neural.js             # SovereignNeuralLayer (86B neurons, cortical routing)\n  sovereign-vault.js    # BIP-39 + Ed25519 + AES-256-GCM identity\n  repl.js               # Interactive REPL\n  visitor.js            # AST visitors (ThinkCollector, EthicsValidator, LayerValidator)\n  permissions.js        # PermissionGate with ethics-modulated access control\n  mcp-client.js         # MCPConnection + MCPHub (JSON-RPC 2.0)\n  think-loop.js         # Agentic iteration engine with tool registry\n  memory-engine.js      # Three-tier hierarchical memory\n  ide-bridge.js         # Bidirectional IDE bridge + SessionManager\n  agent-coordinator.js  # Advanced multi-agent coordination (4 strategies)\n  production.js         # CostTracker, Analytics, PolicyEngine\n  witness.js            # Multimodal perception (image/video/audio/document)\n  pilot.js              # Computer control (browser/desktop/mobile)\n  viewport.js           # Screen understanding (a11y, OCR, UI extraction)\n  gestalt.js            # Parallel tool execution (5 merge strategies)\n  bipon39/              # BIPỌ̀N39 identity engine\n    wordspace.js        # 256 canonical tokens, Merkle tree, affix metadata\n    mnemonic.js         # Entropy/mnemonic/seed encoding, Odù, elemental signatures\n    crypto.js           # SHA-256, PBKDF2, HMAC-SHA512, timing-safe compare\n    derivation.js       # Master key derivation, agent derivation paths\n    agent-identity.js   # Agent ID generation, signing, capabilities, addresses\n    index.js            # Re-exports\n  toc/                  # Three-token economy\n    token.js            # Àṣẹ/Dopamine/Synapse definitions + ledger\n    wallet.js           # Agent wallets, 86B+86M birth endowment, BIPỌ̀N39 identity\n    conversion.js       # Burn conversions (Àṣẹ→D, D→S, S→D emergency)\n    staking.js          # Stake/unstake/slash engine\n    royalty.js          # Creator royalties (10% Àṣẹ, Sabbath vesting)\n    escrow.js           # Job payment escrow + dispute resolution\n    event-bridge.js     # Ọ̀ṢỌ́VM event bridge\n    index.js            # ToCEconomy orchestrator\n  type-inference.js     # Static type inference\n  conductor.js          # Technosis Sovereign Conductor\n  backends/             # 44 codegen backends\n  plugins/              # Plugin implementations\ntest/\n  bipon39.test.js       # BIPỌ̀N39 identity conformance (35 tests)\ntests/\n  swibe.test.js         # Core language suites (65 tests)\n  tokenomics.test.js    # Three-token economy (39 tests)\n  adversarial.test.js   # Adversarial attack resistance (34 tests)\n  hardening.test.js     # Security hardening (25 tests)\n  v3.3.1_security.test.js # v3.3.1 security E2E (6 tests)\n  tier1_backends.test.js  # Tier 1 backends (4 tests)\n  tier2_backends.test.js  # Tier 2 backends (8 tests)\n  tier3_backends.test.js  # Tier 3 backends (15 tests)\n  backends_v0.5.test.js   # v0.5 backend extensions (6 tests)\n  hybrid_upgrade.test.js  # Hybrid compiler upgrade (1 test)\nweb-playground/         # Browser-based Swibe editor + crypto utils (125 tests)\nspec/                   # Formal grammar (EBNF), execution model, security model\nexamples/               # 38 example .swibe files\ndocs/                   # Landing page (Vercel/Netlify ready)\nregistry/               # Cloudflare Worker package registry\nvscode-extension/       # VSCode extension (LSP, bridge, themes, snippets)\npwa/                    # Progressive Web App playground\nswibe-openclaw/         # OpenClaw bridge package\nadapters/               # Ecosystem adapters (oso, seemplify)\ngrammar.ebnf            # Full EBNF specification\n```\n\n## Test & Audit Status\n\n### Core Language Tests (tests/swibe.test.js — 67 tests)\n\n| Suite | Tests | Status |\n|-------|-------|--------|\n| Core (v0.4) | 5 | Pass |\n| SovereignNeuralLayer | 5 | Pass |\n| Extensions (v0.5) | 11 | Pass |\n| v2.0 Primitives | 10 | Pass |\n| v2.0 Phase D — Plugins | 4 | Pass |\n| OpenClaw Integration | 6 | Pass |\n| v3.1 Hermetic Ethics | 5 | Pass |\n| v3.2 Compiler Hardening | 5 | Pass |\n| v3.3 REPL | 5 | Pass |\n| v3.4 VSCode Extension | 6 | Pass |\n| v3.6+v3.7 Registry + Docs | 5 | Pass |\n\n### Language Feature Verification (src/swibe-test.js — 23 tests)\n\nVerifies the entire pipeline (Lexer → Parser → Compiler → Target) for all 23 core features.\n- **Status:** 23/23 Passed (100%)\n\n### Tokenomics & Security Tests (132 tests)\n\n| Suite | Tests | Status |\n|-------|-------|--------|\n| Tokenomics (Sabbath, Èṣù tax, wallets, decay, conversion, escrow) | 44 | Pass |\n| Adversarial (commingling, treasury, rounding, VeilSim, entropy, UBI) | 49 | Pass |\n| Hardening (secure policy, monitor/quarantine, staking gates, escrow timeout, burn audit, layer ordering) | 33 | Pass |\n| v3.3.1 Security E2E (sovereign readiness, receipt chain, appeal/interest, SovereignError) | 6 | Pass |\n\n### BIPỌ̀N39 Identity Tests (test/bipon39.test.js — 35 tests)\n\n| Suite | Tests | Status |\n|-------|-------|--------|\n| Wordspace (roots, affixes, tokens, subtones, metadata) | 7 | Pass |\n| Mnemonic (roundtrip 256/2048, re-encode, checksum) | 6 | Pass |\n| Sabbath Gate | 3 | Pass |\n| Merkle Root | 2 | Pass |\n| Derivation (master key, paths) | 3 | Pass |\n| Pinned Test Vectors (entropy/seed/master key conformance) | 6 | Pass |\n| Agent Identity (generate, recover, sign, verify, capabilities, address) | 8 | Pass |\n\n### Backend Tests (35 tests)\n\n| Suite | Tests | Status |\n|-------|-------|--------|\n| Tier 1 Backends | 4 | Pass |\n| Tier 2 Backends | 8 | Pass |\n| Tier 3 Backends | 17 | Pass |\n| v0.5 Backend Extensions | 6 | Pass |\n\n### Web Playground Tests (112 tests)\n\n| Suite | Tests | Status |\n|-------|-------|--------|\n| Crypto utilities | 25 | Pass |\n| Cipher implementations | 15 | Pass |\n| Input validation | 20 | Pass |\n| Chain crypto | 10 | Pass |\n| BIP-39 helper | 12 | Pass |\n| Profile management | 8 | Pass |\n| Encryption | 6 | Pass |\n| Poison radar | 6 | Pass |\n| Address generator hook | 10 | Pass |\n\n### Other (1 test)\n\n| Suite | Tests | Status |\n|-------|-------|--------|\n| Hybrid compiler upgrade | 1 | Pass |\n\n| | | |\n|---|---|---|\n| **Total** | **405** | **All passing** |\n\n## Roadmap\n\n| Version | Status | Highlights |\n|---------|--------|------------|\n| v0.1-v0.4 | Complete | Lexer, parser, backends, neural layer |\n| v1.0 | Complete | Agent runtime, sovereign vault, RAG |\n| v1.1 | Complete | Hybrid compiler, swarm OTP, plugin system |\n| v1.2 | Complete | Python/R/Lisp/Matlab/Wolfram backends |\n| v1.3 | Complete | VSCode LSP, PWA real LLM, think real primitive |\n| v2.x | Complete | budget/remember/evolve/observe/ethics, shared state, swarm.scale |\n| v3.0-v3.1 | Complete | OpenClaw integration, Hermetic ethics engine |\n| v3.2 | Complete | Compiler hardening, type inference, AST visitor |\n| v3.3 | Complete | Interactive REPL with history, tab completion, Sabbath |\n| v3.4 | Complete | VSCode extension (syntax, snippets, theme, commands) |\n| v3.5-v3.7 | Complete | Registry hardening, Cloudflare registry worker, docs |\n| v3.1.0 | Complete | Permissions, MCP, think loops, IDE bridge, coordination, production |\n| v3.2.0 | Complete | Witness (multimodal), Pilot (computer control), Viewport (screen), Gestalt (parallel) |\n| v3.3.0 | Complete | ToC Tokenomics (Àṣẹ/Dopamine/Synapse), BIPỌ̀N39 identity, neural birth endowment, escrow, royalties |\n| v3.3.1 | Complete | Security hardening: formal `secure` policy block, monitor/quarantine permissions, staking gates, slashing, escrow timeout, burn audit, four-layer architecture enforcement |\n| **v3.4.0** | **Current** | Major syntax expansion: loops (for/while), async/await, mut, closures (|x|), agents, array types, and default parameters. |\n| **Next** | Planned | Phase 8: Beacon network, validation consensus, Twelve-Thrones |\n\n## Environment Variables\n\nSee `.env.example` for full configuration. Key variables:\n\n| Variable | Purpose |\n|----------|---------|\n| `OPENROUTER_API_KEY` | OpenRouter LLM access (free tier available) |\n| `OPENROUTER_DEFAULT_MODEL` | Default model for think calls |\n| `ANTHROPIC_API_KEY` | Claude API access |\n| `OLLAMA_URL` | Local Ollama endpoint (default: `localhost:11434`) |\n| `SWIBE_LOOP_MAX` | Max iterations for `loop until` (default: 10) |\n| `SWIBE_CONSENSUS_TOKEN` | Consensus token for Hermetic Gender principle |\n| `TELNYX_API_KEY` | Telephony plugin (optional) |\n| `DEBUG` | Enable debug output |\n\n## Part of the Technosis Sovereign Ecosystem\n\nSwibe is a foundational component of a larger architecture for creating and coordinating sovereign AI. For more information on the complete system, see the [organism-core repository](https://github.com/Bino-Elgua/organism-core).\n\n---\n\n**EMI NI BINO EL GUA**\nAse.\n","readmeFilename":"README.md"}