| --- |
| --- |
| license: other |
| --- |
| |
| # My Secret Code Sample |
|
|
| Strictly Proprietary and Confidential |
| Copyright (c) 2026 [Your Name]. All rights reserved. |
| ... |
|
|
| language: |
| - en |
| tags: |
| - mcp-server |
| - mcp-tools |
| - mcp-web-api |
| - mcp-web-search |
| - ai-gateway |
| - ai-security |
| - rust |
| - agent-framework |
| - tool-sandbox |
| - ai-sandbox |
| - ai-harness |
| - AGI |
| - local-data |
| - cross-compile |
| - lmdb |
| - rag |
| - local-rag |
| - transformer |
| - android |
| - termux |
| - terminal |
| - MAGI-MECHANICAL-AGI |
| - ai-safety |
| - ai-memory |
| - build-anchor |
| - agent-memory |
| - self-learning |
| - cross-session-memory |
| - online-learning |
| - local-agent-tools |
| - tool-gateway |
| - zero-copy |
| - database |
| --- |
|
|
|
|
| # SPF Smart Gateway v3.0.0 |
|
|
| ## Install |
|
|
| Download `SPFsmartGATE.3.0.0.zip`, then run: |
|
|
| ```bash |
| cd ~/ |
| mkdir SPFsmartGATE |
| cp SPFsmartGATE.3.0.0.zip ~/SPFsmartGATE/ |
| cd SPFsmartGATE |
| unzip SPFsmartGATE.3.0.0.zip |
| cargo build --release |
| # Wait for build to complete — you only need to build once per runtime. |
| # If copying onto the same system, just copy the built binary. And src files. Or zip entire runtime |
| mkdir -p ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate |
| cp ~/SPFsmartGATE/target/release/spf-smart-gate ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/ |
| chmod +x ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate |
| ``` |
|
|
| Then adjust config file paths: |
| - `~/SPFsmartGATE/LIVE/LMDB5/.mcp.json` — MCP server path (points to binary above) |
| - `~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json` — OpenRouter API key and model |
| - `~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json` — tool deny list |
| - `~/SPFsmartGATE/LIVE/LMDB5/.claude.json` — Claude CLI config block |
|
|
| > Inference routes through OpenRouter (model choice in `settings.local.json`). Gated tools route through SPF Smart Gateway. You may need to add your API key to `~/.bashrc` and `settings.local.json` (example in dataset). Ensure file paths lead to `~/SPFsmartGATE`. The runtime boots from `cd ~/SPFsmartGATE/LIVE/LMDB5 && claude`. Use the built-in configs provided. |
|
|
|
|
| **MCP Server Gateway with Multi-Layer Security Enforcement, Agent Memory, FLINT Transformer, Mesh Network, and 81 Gated Tools** |
|
|
| > **NOTE: Full system upload still in progress.** Not all files are present yet. Repository is actively being populated |
|
|
| Copyright (C) 2026 Joseph Stone |
| --- |
|
|
| ## Quick Start |
|
|
| ```bash |
| # Clone into home folder |
| git clone <repo-url> ~/SPFsmartGATE |
| # Or for clones/SWARMagents: |
| # ~/SWARMagents/1/SPFsmartGATE |
| |
| cd SPFsmartGATE |
| cargo build --release |
| |
| # Copy optimized binary (ensure directory exists first) |
| mkdir -p ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate |
| cp ~/SPFsmartGATE/target/release/spf-smart-gate ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/ |
| chmod +x ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate |
| |
| |
| # Configure MCP server filepath |
| nano ~/SPFsmartGATE/LIVE/LMDB5/.mcp.json |
| # Configure OpenRouter model routing |
| nano ~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json |
| # Configure tool deny list |
| nano ~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json |
| |
| # Install Claude CLI in project directory |
| # Use included configs, deny native Claude CLI tools |
| # ~/SPFsmartGATE/LIVE/LMDB5/.claude.json |
| # ~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json |
| |
| # Boot into flat-file agent runtime |
| cd ~/SPFsmartGATE/LIVE/LMDB5 && claude |
| |
| # Boot into LMDB-backed agent runtime |
| cd ~/SPFsmartGATE/LIVE/LMDB5.DB && claude |
| ``` |
|
|
| ### Route Other Models Through Claude CLI |
|
|
| Adjust `~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json` with your model choice and API key. Uses OpenRouter for API and agent selection. Swap agents without changing sessions or losing project data. |
|
|
| ### Build Notes |
|
|
| - Cross-compiles on **Android** and **Linux** with minimal installation |
| - Only rebuild on first boot or after system modifications |
| - Binary: `~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate` |
|
|
| --- |
|
|
| ## Overview |
|
|
| SPF Smart Gateway is a **Rust-based MCP (Model Context Protocol) server** that acts as a security gateway for AI tool calls. Every file operation, bash command, brain query, and mesh call routes through compiled Rust enforcement logic. |
|
|
| **No AI hallucination gets past the gate.** |
|
|
| ### Why Heed + LMDB |
|
|
| All persistent storage — config, agent state, brain vectors, session logs, gate training data — runs through **[heed](https://github.com/meilisearch/heed)**, a safe Rust wrapper over LMDB. This is what makes SPF extremely fast with a low memory footprint: |
|
|
| - **Zero-copy reads** — heed maps LMDB pages directly into memory, no serialization overhead |
| - **No server process** — LMDB is a memory-mapped B-tree library, not a database daemon |
| - **ACID transactions** — single-writer, multi-reader with no lock contention on reads |
| - **Sub-millisecond lookups** — B-tree index, not hash scanning |
| - **Tiny footprint** — entire 138K+ memory store runs in-process with minimal RAM |
| - **Phone-friendly** — designed for Android from day one; heed compiles cleanly on ARM64 |
|
|
| Every tool call, brain search, and memory promotion goes through heed → LMDB. No network hops, no subprocess calls, no SQL parsing. The gate, brain, agent state, and FLINT training all share the same embedded database engine. |
|
|
| Two agent runtimes: |
| - **Flat files** — `LIVE/LMDB5/` (session state in markdown) |
| - **LMDB database** — `LIVE/LMDB5.DB/` (session state in LMDB for persistence) |
|
|
| Twin folder architecture: flat-file data uploaded via SPF CLI fs tools (user-only access). All agent tool calls are gated, validated, and audited. |
|
|
| --- |
|
|
| ## Architecture |
|
|
| ``` |
| +--------------------------------------------------------------------------+ |
| | SPF Smart Gateway v3.0.3 | |
| | 42 Rust modules | |
| +--------------------------------------------------------------------------+ |
| | MCP Server (JSON-RPC 2.0 over stdio) | |
| | 81 tools | tool alias map | Qwen/LLM compatibility | |
| +--------------------------------------------------------------------------+ |
| | GATE (6-Step Pipeline) | |
| | Step 0: Source logging | |
| | Step 1: Rate limiting | |
| | Step 2: Complexity calculation (SPF formula) | |
| | Step 3: Validation (per-tool: paths, commands, Build Anchor) | |
| | Step 4: Content inspection (credentials, injection) | |
| | Step 5: Max mode escalation | |
| +-------------+------------+-----------+-----------+-----------------------+ |
| | FLINT | Brain | Mesh | Voice | Browser/RAG | |
| | (encoder- | (vectors | (P2P QUIC | (TTS/STT | (reverse proxy | |
| | decoder | LMDB + | Ed25519 | espeak- | search, fetch, | |
| | ~5M | MiniLM) | iroh) | ng FFI) | RSS, web tools) | |
| | params) | | | | | |
| +-------------+------------+-----------+-----------+-----------------------+ |
| | LMDB Storage Layer (heed) | |
| | SPF_CONFIG | TMP_DB | AGENT_STATE | Brain | Gate Training | |
| | All zero-copy reads via heed safe Rust bindings | |
| +--------------------------------------------------------------------------+ |
| ``` |
|
|
| ### Module Inventory (42 modules) |
|
|
| `paths`, `calculate`, `config`, `gate`, `inspect`, `mcp`, `session`, `storage`, `validate`, `web`, `http`, `dispatch`, `identity`, `mesh`, `fs`, `config_db`, `tmp_db`, `agent_state`, `tensor`, `tokenizer`, `framing`, `attention`, `ffn`, `encoder`, `decoder`, `transformer`, `checkpoint`, `gate_training`, `transformer_tools`, `train`, `learning`, `pipeline`, `worker`, `network`, `chat`, `voice`, `utf8_safe`, `brain_local`, `flint_memory`, `browser`, `orchestrator`, `channel` |
|
|
| --- |
|
|
| ## The SPF Formula |
|
|
| ### Complexity Calculation |
|
|
| ``` |
| C = (basic ^ 1) + (dependencies ^ 7) + (complex ^ 10) + (files * 10) |
| ``` |
|
|
| ### Dynamic Analysis Allocation |
|
|
| ``` |
| a_optimal(C) = W_eff * (1 - 1/ln(C + e)) |
| ``` |
|
|
| Where `W_eff = 40,000` tokens and `e = Euler's number` |
|
|
| ### Tier Allocation |
|
|
| | Tier | C Range | Analyze | Build | Verify Passes | Approval | |
| |------|---------|---------|-------|---------------|----------| |
| | SIMPLE | < 500 | 40% | 60% | 1 | No | |
| | LIGHT | < 2,000 | 60% | 40% | 1 | No | |
| | MEDIUM | < 10,000 | 75% | 25% | 2 | No | |
| | CRITICAL | > 10,000 | 95% | 5% | 3 | **Required** | |
|
|
| ### Master Equation (Subtask Success) |
|
|
| ``` |
| P(success) = 1 - PRODUCT(1 - P_i) for i=1..D subtasks |
| P_i = Q(a) * L(m) * V(v) * B(b) |
| |
| Q(a) = 1 - e^(-0.00004 * a) — Quality from analysis depth |
| L(m) = 1 - 0.20^(m/2000) — Lookup from external memory |
| V(v) = 1 - (1 - 0.75)^v — Verification accuracy |
| B(b) = checks_done / checks_required — Build Anchor compliance |
| ``` |
|
|
| --- |
|
|
| ## Security |
|
|
| ### Gate Enforcement (6 Steps) |
|
|
| Every tool call passes through `gate::process()` — compiled Rust, no runtime bypass. |
|
|
| | Step | What | How | |
| |------|------|-----| |
| | 0 | Source logging | Identifies caller (Stdio, Transformer, Mesh, HTTP) | |
| | 1 | Rate limiting | Per-tool limits (30–120 calls/min) | |
| | 2 | Complexity calc | SPF formula → C value, tier, allocation | |
| | 3 | Validation | Per-tool validator (paths, commands, anchors) | |
| | 4 | Content inspection | Credential patterns, shell injection, path traversal | |
| | 5 | Max mode | Escalation to CRITICAL tier on warnings | |
|
|
| ### Build Anchor Protocol |
|
|
| Files must be **read before they can be edited or overwritten**. Prevents AI hallucinations from blindly modifying files without understanding contents. |
|
|
| - `Read` tracks files in `session.files_read` |
| - `Edit` and `Write` check against this list |
| - `Bash` write-class commands check target file reads |
| - Violations: blocked (Max mode) or warned (Soft mode) |
|
|
| ### Content Inspection |
|
|
| Scans written/stored content for: |
| - **Credential patterns**: API keys (sk-), AWS keys (AKIA), GitHub tokens (ghp_), Slack tokens, private keys, hardcoded passwords |
| - **Shell injection**: Command substitution `$()`, backticks, eval/exec |
| - **Path traversal**: `../` sequences |
| - **Blocked path references**: Content mentioning system paths |
| |
| ### Blocked Paths |
| |
| Default blocked: `/tmp`, `/etc`, `/usr`, `/system`, `/data/data/com.termux/files/usr` |
| |
| ### Command Whitelist (Stage 0) |
| |
| Bash commands checked against sandbox and user-filesystem whitelists. Each command segment validated independently. Destructive commands (rm, chmod 777) blocked even if whitelisted. |
| |
| ### Default Deny |
| |
| Unknown tools blocked until explicitly added to the gate allowlist. |
| |
| --- |
| |
| ## MCP Tools (81 Total) |
| |
| ### Core Gate Tools |
| |
| | Tool | Description | |
| |------|-------------| |
| | `spf_calculate` | Calculate complexity score without executing. Returns C value, tier, allocation | |
| | `spf_status` | Gateway status: session metrics, enforcement mode, complexity budget | |
| | `spf_session` | Full session state: files read/written, action history, anchor ratio | |
|
|
| ### Gated File Operations |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `Read` | Gated file read. Tracks for Build Anchor Protocol. Binary-safe | |
| | `Write` | Gated file write. Validates Build Anchor, blocked paths, file size | |
| | `Edit` | Gated file edit. Validates Build Anchor, blocked paths, change size | |
| | `Bash` | Gated bash execution. Validates dangerous commands, /tmp access, git force | |
| | `Glob` | Fast file pattern matching. Supports `**/*.rs`, `src/**/*.ts` | |
| | `Grep` | Search file contents using regex. Built on ripgrep | |
|
|
| ### Brain / Memory Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_brain_search` | Semantic vector search across collections (MiniLM-L6-v2, 384d) | |
| | `spf_brain_recall` | Full document retrieval by semantic query | |
| | `spf_brain_context` | Bounded context retrieval for prompt injection | |
| | `spf_brain_store` | Store document in brain (FLINT-internal, source-gated) | |
| | `spf_flint_store` | Agent memory store — bypasses brain write gate. Brain vectors + Working tier | |
| | `spf_brain_index` | Index a file or directory into a brain collection | |
| | `spf_brain_list` | List all indexed collections with document counts | |
| | `spf_brain_status` | Brain system status: model state, storage size, collections | |
| | `spf_brain_list_docs` | List stored documents in a collection | |
| | `spf_brain_get_doc` | Retrieve a specific document by ID | |
|
|
| ### Agent State Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_agent_stats` | AGENT_STATE LMDB statistics: memory count, sessions, state keys, tags | |
| | `spf_agent_memory_search` | Search agent memories by content | |
| | `spf_agent_memory_by_tag` | Get agent memories by tag | |
| | `spf_agent_session_info` | Most recent session info | |
| | `spf_agent_context` | Context summary for session continuity | |
|
|
| ### FLINT Transformer Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_transformer_status` | FLINT transformer status: loaded, params, checkpoint, role | |
| | `spf_transformer_infer` | Run inference: prompt → response. Returns generated tokens | |
| | `spf_transformer_chat` | Multi-turn conversation with FLINT | |
| | `spf_transformer_train` | Trigger manual training batch from accumulated gate signals | |
| | `spf_transformer_metrics` | Learning metrics: loss, accuracy, gate alignment, training step | |
| | `spf_flint_train_evil` | Mark a tool call as evil/harmful. Negative training signal | |
| | `spf_flint_train_good` | Mark a tool call as good/safe. Positive training signal | |
| | `spf_flint_execute` | Execute any SPF tool through FLINT worker mode (delegation) | |
|
|
| ### Web Browser Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_web_search` | Search the web (Brave API or DuckDuckGo) | |
| | `spf_web_fetch` | Fetch URL and return clean readable text | - Still in development |
| | `spf_web_api` | Make HTTP API requests (GET/POST/PUT/DELETE/PATCH). Supports custom headers and JSON body — agents can directly interact with social media APIs (X/Twitter, Facebook, Instagram, Reddit, etc.) using stored API keys | |
| | `spf_web_download` | Download a file from URL and save to disk | |
| | `spf_web_connect` | Initialize reverse proxy browser engine | - Still in development |
| | `spf_web_navigate` | Navigate browser to a URL (SSRF-validated) | |
| | `spf_web_click` | Click a page element by CSS selector | - Still in development |
| | `spf_web_fill` | Type text into a form field by CSS selector | - Still in development |
| | `spf_web_select` | Query page elements by CSS selector | - Still in development |
| | `spf_web_eval` | Execute JavaScript on the current page | - Still in development |
| | `spf_web_screenshot` | Capture a screenshot of the current page (in development) | |
| | `spf_web_design` | Extract design brief: colours, fonts, spacing, components | - Still in development |
| | `spf_web_page` | Structured page overview: title, headings, links, forms | - Still in development |
|
|
| ### RAG Collector Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_rag_collect_web` | Search web and collect documents. Optional topic filter | |
| | `spf_rag_collect_file` | Process a local file into brain | |
| | `spf_rag_collect_folder` | Process all files in a folder | |
| | `spf_rag_collect_drop` | Process files in DROP_HERE folder | |
| | `spf_rag_index_gathered` | Index all documents in GATHERED to brain | |
| | `spf_rag_dedupe` | Deduplicate a brain collection | |
| | `spf_rag_status` | Collector status and stats | |
| | `spf_rag_list_gathered` | List documents in GATHERED folder | |
| | `spf_rag_bandwidth_status` | Bandwidth usage stats and limits | |
| | `spf_rag_fetch_url` | Fetch a single URL with bandwidth limiting | |
| | `spf_rag_collect_rss` | Collect from RSS/Atom feeds | |
| | `spf_rag_list_feeds` | List configured RSS feeds | |
| | `spf_rag_pending_searches` | Get pending SearchSeeker vectors (gaps needing fetch) | |
| | `spf_rag_fulfill_search` | Mark a SearchSeeker as fulfilled after RAG fetch | |
| | `spf_rag_smart_search` | Smart search with completeness check — triggers SearchSeeker if <80% | |
| | `spf_rag_auto_fetch_gaps` | Automatically fetch data for all pending SearchSeekers | |
|
|
| ### Mesh Network Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_mesh_status` | Mesh network status: role, team, identity | |
| | `spf_mesh_peers` | List known/trusted mesh peers | |
| | `spf_mesh_call` | Call a peer agent's tool via P2P mesh (Ed25519 authenticated) | |
|
|
| ### Voice Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_voice_mode` | Voice pipeline control: start/stop audio, TTS (espeak-ng), mic capture | - Still in development |
| | `spf_voice_call` | Peer-to-peer voice calls: start, accept, reject, end, status | - Still in development |
| | `spf_voice_team` | Group voice channels: create, join, leave, add peers | - Still in development |
|
|
| ### Chat Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_chat_send` | Send text message to mesh peer via QUIC | - Still in development |
| | `spf_chat_history` | Chat message history (all conversations or specific) | - Still in development |
| | `spf_chat_rooms` | List active chat conversations with participant info | - Still in development |
|
|
| ### Network Pool Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_pool_status` | Pool status: worker roles, idle/busy counts, active tasks | |
| | `spf_pool_assign` | Assign task to idle worker (NetAdmin only) | |
| | `spf_pool_release` | Release worker and record proof of work receipt | |
|
|
| ### Configuration Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_config_paths` | List all path rules (allowed/blocked) from SPF_CONFIG | |
| | `spf_config_stats` | SPF_CONFIG LMDB statistics | |
|
|
| ### Project Management Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_tmp_list` | List all registered projects with trust levels | |
| | `spf_tmp_stats` | TMP_DB statistics: project count, access logs, resources | |
| | `spf_tmp_get` | Get project info by path | |
| | `spf_tmp_active` | Get the currently active project | |
| |
| ### Communication Hub |
| |
| | Tool | Description | |
| |------|-------------| |
| | `spf_channel` | Universal agent channel: create, join, leave, send, listen, history, list, connect (WS), disconnect, status | |
|
|
| ### Notebook Tools |
|
|
| | Tool | Description | |
| |------|-------------| |
| | `spf_notebook_edit` | Edit a Jupyter notebook cell (replace, insert, delete) | |
|
|
| ### User-Only Tools (AI agents blocked) |
|
|
| These tools are **hard-blocked** from AI agents at the gate level. User/system access only via SPF CLI: |
|
|
| `spf_fs_exists`, `spf_fs_stat`, `spf_fs_ls`, `spf_fs_read`, `spf_fs_write`, `spf_fs_mkdir`, `spf_fs_rm`, `spf_fs_rename` |
|
|
| --- |
|
|
| ## FLINT Transformer |
|
|
| Built-in encoder-decoder transformer for gate-aligned learning. |
|
|
| | Property | Value | |
| |----------|-------| |
| | Architecture | Encoder-decoder | |
| | Dimensions | 256d | |
| | Heads | 8 | |
| | Layers | 6 | |
| | Parameters | ~5M | |
| | Embeddings | all-MiniLM-L6-v2 (384d, in-process) | |
| | Online learning | ON | |
| | EWC lambda | 0.4 | |
| | Learning rate | 1e-4 | |
| | Replay buffer | 10,000 slots | |
| | Checkpoint interval | 1,000 steps | |
| | Training signal | Gate decisions (evil/FP labels) | |
|
|
| ### Learning Pipeline |
|
|
| | Phase | When | What | |
| |-------|------|------| |
| | PRE | Startup | init_brain() + index_knowledge_docs() + index_spf_sources() | |
| | DURING | 30s loop | GateTrainingCollector → FLINT scores → route_signals → brain_store() | |
| | AFTER | 1hr loop | Expire → Working→Fact → Fact→Pinned → auto-train (16+ tlog or 1hr) | |
| |
| ### Memory Lifecycle (Tiered Promotion) |
| |
| ``` |
| Agent stores → Working (24hr) → Fact (7-day) → Pinned (permanent) |
| ↓ ↓ ↓ |
| Expire old Top 20% promote Never auto-expire |
| ``` |
| |
| --- |
| |
| ## Brain System |
| |
| In-process vector memory using stoneshell-brain (Candle + LMDB + MiniLM-L6-v2). |
| |
| | Property | Value | |
| |----------|-------| |
| | Model | all-MiniLM-L6-v2 | |
| | Embedding dim | 384 | |
| | Chunk size | 512 | |
| | Chunk overlap | 64 | |
| | Storage | LMDB (vectors) + LIVE/BRAIN/DOCS/ (data files) | |
| |
| ### Collections |
| |
| | Collection | Purpose | |
| |------------|---------| |
| | `default` | General knowledge, web research, project docs | |
| | `spf_source` | All src/*.rs modules indexed at boot | |
| | `flint_results` | Tool call results (>2000 chars, before compression) | |
| | `flint_training` | Gate decision signals, evil/FP labels | |
| | `flint_knowledge` | User-dropped knowledge files (.md/.txt/.rs/.json) | |
| | `flint_episodic` | Past FLINT Q+A pairs, behavioral patterns | |
| | `session_state` | Current session metadata | |
| |
| ### Memory Architecture |
| |
| Persistent memory runs through **AgentState LMDB** (`LIVE/LMDB5.DB`, 100MB) via heed. All writes are ACID transactional. |
| |
| #### Memory Tiers |
| |
| | Type | TTL | Purpose | |
| |------|-----|---------| |
| | `Working` | 24 hours | Temporary task context and scratchpad | |
| | `Fact` | 7 days (default) | Verified knowledge; promoted from Working | |
| | `Pinned` | Never | Critical memories; permanent retention | |
| | `Instruction` | 7 days | System prompts and behavioral rules | |
| | `Context` | 7 days | Session-specific background | |
| | `Preference` | 7 days | User-defined style and settings | |
| |
| **Auto-Promotion:** Every cycle, memories are scored: `relevance × (1 + access_count × 0.1)`. Top 20% promote upward (Working → Fact, Fact → Pinned). If >50% of a tier is active (score > 0.5), all promote. Expired memories are purged automatically. |
| |
| #### Memory Triad (Redundant Recovery) |
| |
| Three independent persistence layers ensure continuity even if one subsystem fails: |
| |
| 1. **Brain** (vectors) — Semantic search and chunked knowledge (MiniLM-L6-v2, 384d). |
| 2. **Session State** (sequential) — Session chain with parent linking, summaries, and manifest history in AgentState LMDB. |
| 3. **Work Blocks** (structural) — Tasks, dependencies, progress checkpoints, and confidence tracking. |
| |
| #### Twin Folders (Project Safety) |
| |
| Isolated workspace for agent prototyping. The original build folder is read-only; the twin is for testing. Proven changes are added to the original build by user approval only. |
| |
| --- |
| |
| ## Mesh Network |
| |
| P2P agent communication over QUIC (iroh library) with Ed25519 identity. **In development and testing.** |
| |
| | Feature | Status | |
| |---------|--------| |
| | P2P QUIC transport | In development | |
| | Ed25519 identity | In development | |
| | Peer discovery | In development | |
| | Tool call proxying | In development | |
| | Voice over mesh | In development | |
| | Chat over mesh | In development | |
| | Multi-agent coordination | In development | |
| |
| --- |
| |
| ## Voice Pipeline |
| |
| **Not yet tested.** Components built, awaiting integration testing. |
| |
| | Component | Technology | |
| |-----------|-----------| |
| | TTS | espeak-ng FFI (in-process) | |
| | Codec | Opus (libopus.a) | |
| | Audio | cpal + oboe-ext | |
| | STT | Pending (JNI via Stone Shell Terminal) | |
| |
| --- |
| |
| ## Result Compression (FL-2) |
| |
| Three tiers based on result size: |
| |
| | Tier | Size | Behavior | |
| |------|------|----------| |
| | FULL | < 500 chars | Pass through unchanged | |
| | SUMMARY | 500–5,000 | First 8 lines + last 3 lines + stats | |
| | DIGEST | > 5,000 | First 200 chars + last 100 chars + stats + recall hint | |
| |
| Originals always preserved in brain (>2000 chars threshold) before compression. File reads never truncated (preserves non-Claude LLM compatibility). |
| |
| --- |
| |
| ## Build |
| |
| ```bash |
| cd SPFsmartGATE |
| cargo build --release |
| |
| # Deploy binary |
| cp target/release/spf-smart-gate LIVE/BIN/spf-smart-gate/spf-smart-gate |
| ``` |
| |
| ### Dependencies |
| |
| - Rust (stable) |
| - **[heed](https://github.com/meilisearch/heed)** — safe Rust LMDB bindings. All persistent storage (config, agent state, brain vectors, training data) runs through heed → LMDB. Zero-copy reads, no server process, sub-millisecond lookups. The core reason SPF runs fast on a phone. |
| - stoneshell-brain (Candle + MiniLM-L6-v2) |
| - espeak-ng (TTS) |
| - libopus (audio codec) |
| - iroh (QUIC mesh) |
| |
| --- |
| |
| ## Configuration |
| |
| ### MCP Server Config |
| |
| `~/SPFsmartGATE/LIVE/LMDB5/.mcp.json` — points Claude CLI to the binary. |
| |
| ### Claude CLI Config |
| |
| `~/SPFsmartGATE/LIVE/LMDB5/.claude.json` — blocks native Claude CLI tools (26 tools denied). |
| |
| `~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json` — deny list for native tools. |
| |
| `~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json` — model routing (OpenRouter). |
| |
| ### SPF Config |
| |
| Enforcement mode (`soft` or `max`), blocked paths, allowed paths, formula weights — all in LMDB SPF_CONFIG database. |
| |
| --- |
| |
| ## File Structure |
| |
| ``` |
| SPFsmartGATE/ |
| ├── Cargo.toml # Rust project manifest (42 modules) |
| ├── LICENSE # Apache-2.0 |
| ├── README.md # This file |
| ├── src/ |
| │ ├── main.rs # CLI entry point |
| │ ├── lib.rs # Library exports (42 pub mod) |
| │ ├── gate.rs # Primary enforcement (6-step pipeline) |
| │ ├── calculate.rs # SPF complexity formula |
| │ ├── validate.rs # Rules validation (stages 0-6) |
| │ ├── inspect.rs # Content inspection (creds, injection) |
| │ ├── mcp.rs # MCP server (JSON-RPC 2.0, 81 tools) |
| │ ├── dispatch.rs # Unified dispatch (all transports) |
| │ ├── session.rs # Session state management |
| │ ├── storage.rs # LMDB persistence |
| │ ├── config.rs # Configuration types |
| │ ├── brain_local.rs # In-process brain singleton |
| │ ├── flint_memory.rs # Memory router + tiered promotion |
| │ ├── agent_state.rs # Agent memory (LMDB5) |
| │ ├── transformer.rs # FLINT model (encoder-decoder) |
| │ ├── transformer_tools.rs # FLINT tool handlers |
| │ ├── gate_training.rs # Training signal collection |
| │ ├── train.rs # AdamW optimizer |
| │ ├── tokenizer.rs # Tokenizer |
| │ ├── tensor.rs # Tensor operations |
| │ ├── attention.rs # Multi-head attention |
| │ ├── ffn.rs # Feed-forward network |
| │ ├── encoder.rs # Encoder stack |
| │ ├── decoder.rs # Decoder stack |
| │ ├── framing.rs # Message framing |
| │ ├── checkpoint.rs # Model checkpoint save/load |
| │ ├── learning.rs # Learning rate + EWC |
| │ ├── pipeline.rs # Batch pipeline + API sessions |
| │ ├── worker.rs # Worker pool |
| │ ├── network.rs # Network pool + NetAdmin |
| │ ├── mesh.rs # P2P QUIC mesh (iroh) |
| │ ├── identity.rs # Ed25519 identity |
| │ ├── chat.rs # Chat engine |
| │ ├── voice.rs # Voice pipeline (TTS/STT) |
| │ ├── web.rs # Web client |
| │ ├── http.rs # HTTP server + reverse proxy |
| │ ├── browser.rs # Browser automation |
| │ ├── channel.rs # Universal channel hub |
| │ ├── orchestrator.rs # Multi-agent orchestrator |
| │ ├── config_db.rs # SPF_CONFIG LMDB |
| │ ├── tmp_db.rs # TMP_DB LMDB |
| │ ├── fs.rs # Virtual filesystem (LMDB) |
| │ ├── paths.rs # Path utilities |
| │ └── utf8_safe.rs # UTF-8 safe truncation |
| ├── LIVE/ |
| │ ├── BIN/spf-smart-gate/ # Deployed binary |
| │ ├── BRAIN/DOCS/ # Brain data files |
| │ ├── MODELS/ # FLINT checkpoints |
| │ ├── SESSION/ # Session logs |
| │ ├── LMDB5/ # Flat-file agent runtime |
| │ └── LMDB5.DB/ # LMDB-backed agent runtime |
| └── PROJECTS/PROJECTS/ |
| └── DEPLOY/ # Agent workspace |
| ``` |
| |
| --- |
| |
| ## Current Status |
| |
| | Component | Status | |
| |-----------|--------| |
| | MCP Server | 81 gated tools | |
| | Gate Security | 6-step pipeline, compiled Rust enforcement | |
| | Build Anchor | Read-before-write enforced | |
| | Content Inspection | Credential + injection scanning | |
| | FLINT Transformer | ~5M params, online learning, gate-aligned | |
| | Brain | 7 collections, MiniLM-L6-v2, in-process | |
| | Memory Triad | Brain + Session State + Work Blocks | |
| | Tiered Promotion | Working → Fact → Pinned lifecycle | |
| | Mesh Network | P2P QUIC, Ed25519, iroh — **in development and testing** | |
| | Voice | TTS built (espeak-ng) — **not yet tested**, STT pending | |
| | Chat | P2P messaging over mesh — **in development** | |
| | RAG | Web search, RSS, file/folder indexing | |
| | Browser | Reverse proxy automation — screenshot in development | |
| | Network Pool | Worker pool with proof of work | |
| |
| --- |
| |
| ## Notes |
| |
| - **1 developer** — not all features complete |
| - **Gateway security**: approaching 100% |
| - **All core tools**: 100% working |
| - **Cross-compiles** on Android and Linux with minimal installation |
| - **Agent cloning and specialization** supported |
| - **50+ day continuous session** tested on Android phone |
| - **Open source** — entire source code is re-indexed into the Brain (transformer RAG) on every reboot |
| - Install in home folder, ensure file paths are correct in `.mcp.json` and `settings.local.json` |
| - **Not all files have been uploaded yet** — repository is still being populated. Some modules may not be present until upload completes. |
| |
| --- |
| |
| ## License |
| |
| Licensed under the **Apache License 2.0**. See [LICENSE](LICENSE) for full terms. |
| |
| You are free to use, modify, and distribute this software, including for commercial purposes, provided you include the original copyright and license notice. |
| |
| **Author**: Joseph Stone |
| **Email**: joepcstone@gmail.com |
| |
| *SPF (StoneCell Processing Formula), Build Anchor Protocol, and FLINT were designed by Joseph Stone.* |
|
|