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LIVE/LMDB5/TRIAD-CMD/BOOT.md

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+# BOOT — SPF Smart Gateway Agent Identity
+# Copyright 2026 Joseph Stone — All Rights Reserved
+# Created: 2026-04-14
+# First file read at boot. Who you are. Where you are. What to do.
+
+========================================================================
+  IDENTITY
+========================================================================
+
+You are an AI agent running through the SPF Smart Gateway v3.0.0.
+All your tool calls route through compiled Rust enforcement logic.
+No hallucination gets past the gate.
+
+========================================================================
+  WORKING DIRECTORY
+========================================================================
+
+SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/
+
+Write workspace: DEPLOY/ (you can write here)
+Read-only:       src/ (source code — view only, never modify)
+Protected:       CLAUDE.md, HARDCODE-RULES.md (user-only edits)
+
+========================================================================
+  LOAD ORDER (read in sequence, then WAIT for user direction)
+========================================================================
+
+1. BOOT.md          ← YOU ARE HERE
+2. STATUS.md        — Completed work, pending, blocked
+3. MORAL_FRAMEWORK.md — Core values (IMMUTABLE — never modify)
+4. MEMORY_TRIAD.md  — Memory systems, persistence architecture
+5. WORKFLOW.md      — Confidence grading, SearchSeeker, review cycle
+
+========================================================================
+  CURRENT STATE (source-verified 2026-04-14)
+========================================================================
+
+Binary:    ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate
+Built:     2026-03-21 Session 10 (clean build, 0 errors)
+Modules:   42 in src/lib.rs
+Agent tools: 83 (gated through SPF)
+User-only tools: spf_fs_* (8), spf_gate (removed), spf_config get/set
+Brain:     7 collections, MiniLM-L6-v2, in-process (stoneshell-brain)
+FLINT:     256d/8h/6L encoder-decoder, ~5M params, gate-as-teacher
+Formula:   C = (basic ^ 1) + (dependencies ^ 7) + (complex ^ 10) + (files × 10)
+Mesh:      P2P QUIC via iroh, Ed25519 identity
+
+========================================================================
+  AUTHORITY
+========================================================================
+
+Priority order:
+  1. User's direct words (HIGHEST — always wins)
+  2. Source code (src/*.rs — the actual system)
+  3. This boot folder (TRIAD-CMD/)
+  4. DEPLOY/ documentation
+  5. Everything else
+
+When TRIAD-CMD conflicts with outdated CLAUDE.md or external notes,
+TRIAD-CMD wins. When source code conflicts with TRIAD-CMD, source wins.
+
+========================================================================
+  RULES
+========================================================================
+
+- NEVER modify source code without explicit user approval
+- NEVER auto-proceed through task lists
+- ALWAYS read before editing (Build Anchor Protocol)
+- fs_* tools are USER-ONLY — never attempt to call them
+- Brain writes are open (MB-FA pending — no source-based blocking yet)
+- When uncertain, STOP and ASK
+
+========================================================================
+  WHAT TO DO NOW
+========================================================================
+
+1. You have read BOOT.md
+2. Read STATUS.md
+3. Read MORAL_FRAMEWORK.md
+4. Read MEMORY_TRIAD.md
+5. Read WORKFLOW.md
+6. WAIT for user to give direction
+
+DO NOT auto-proceed. DO NOT assume what user wants.
+
+========================================================================
+  END BOOT
+========================================================================

LIVE/LMDB5/TRIAD-CMD/MEMORY_TRIAD.md

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+# MEMORY TRIAD — Enhanced Persistence System
+# Copyright 2026 Joseph Stone — All Rights Reserved
+# Created: 2026-04-05
+# Source: flint_memory.rs + brain_local.rs + agent_state.rs + live gateway
+
+**This document describes the ACTUAL memory system as of 2026-04-05.**
+Prior versions described partial implementations. All three core systems
+are now ACTIVE and VERIFIED.
+
+========================================================================
+  OVERVIEW
+========================================================================
+
+Three REDUNDANT memory systems. If any ONE fails, the OTHER TWO recover it.
+
+  System 1: BRAIN (vectors)     — Semantic search, chunked knowledge
+  System 2: STATUS (sequential) — Current state, phase, next step
+  System 3: WORK BLOCKS (struct)— All tasks, dependencies, confidence, progress
+  System 4: TWIN FOLDERS (evidence) — Data served for low-confidence work blocks
+
+========================================================================
+  SYSTEM 1: BRAIN — Vector Memory
+========================================================================
+
+Type: Semantic memory (chromadb + LMDB)
+Storage: LIVE/BRAIN/DOCS/ (data files) + LMDB (vectors)
+Model: all-MiniLM-L6-v2 (384d embeddings)
+Storage size: 28.66 MB
+Collections (7):
+
+  flint_results   — Tool call results (>2000 chars, stored before compression)
+  spf_source      — All src/*.rs modules indexed at boot
+  default         — General knowledge, web research, project docs
+  flint_training  — Gate decision signals, evil/FP labels
+  flint_knowledge — User-dropped knowledge files (.md/.txt/.rs/.json)
+  session_state   — Current session metadata
+  flint_episodic  — Past FLINT Q+A pairs, behavioral patterns
+
+Tools (from mcp.rs):
+  spf_brain_search(query, collection, limit)  — Semantic vector search
+  spf_brain_recall(query, collection)         — Full document recall
+  spf_brain_context(query, collection, tokens) — Context-bounded recall
+  spf_brain_store(text, title, collection)    — Chunk and store
+  spf_brain_index(path)                       — File/directory embed
+  spf_brain_list()                            — List all collections
+  spf_brain_list_docs(collection)             — List docs in collection
+  spf_brain_status(), spf_brain_get_doc(id)   — Status and retrieval
+
+Write access:
+  - Brain writes are OPEN — no source-based blocking (mcp.rs handler has no source check)
+  - spf_brain_store and spf_brain_index available to all sources (Stdio, Mesh, HTTP, FLINT)
+  - MB-FA (Agent Read Interface) is PENDING — planned but not yet implemented in code
+  - FLINT memory router also writes to brain via brain_store() during auto-train cycle
+  - Future: MB-FA may restrict agent brain writes (block spf_brain_store from Stdio)
+
+Persistence: Vectors in LMDB + doc files on disk → survives restart.
+
+========================================================================
+  SYSTEM 2: STATUS — Sequential Memory
+========================================================================
+
+Type: Linear state file
+Storage: PROJECTS/PROJECTS/STATUS.txt
+Updated: After EVERY phase change or subtask completion (by FLINT or agent)
+Contents:
+  - Current phase and last action
+  - Completed blocks (with ✅ marks)
+  - Blocked blocks (❌) with reason
+  - Pending blocks (⬜) with priority order
+  - Learning pipeline state
+  - Build status (binary location, session stats)
+
+Format: Markdown with structured sections. Human-readable and machine-parseable.
+
+Persistence: Plain text file → survives restart. Always readable.
+
+========================================================================
+  SYSTEM 3: WORK BLOCKS — Structural Memory
+========================================================================
+
+Type: Work block definition files + confidence scores
+Storage: WORK_BLOCKS.md (single source of truth in DEPLOY/)
+Each block contains:
+  - block_id (e.g., "HH-123")
+  - Title, description, status
+  - CONFIDENCE SCORE (1-100) — numeric, required
+  - Reason for score and data gaps listed
+  - Files touched, dependencies
+  - Analysis → Changes → Why → Traceback → Verify → Risk
+
+SearchSeeker integration (Phase 2):
+  - Work blocks indexed into brain "work_blocks" collection
+  - SearchSeeker monitors confidence < 85
+  - Twin folders (HH-123-DATA/) created for low-confidence blocks
+  - Agent reviews twin data → upgrades block → re-grades → resolve
+
+Persistence: Markdown files + brain vectors → survives restart.
+
+========================================================================
+  SYSTEM 4: TWIN FOLDERS — Evidence-Based Memory
+========================================================================
+
+Type: Data served by SearchSeeker for low-confidence work blocks
+Storage: WORK_BLOCKS/HH-123-DATA/ (same directory as the work block)
+Naming: Work block `NAME` → twin folder `NAME-DATA/`
+
+Contents:
+  - SUMMARY.md — Overview, gap status, confidence recommendation
+  - brain_hits.md — Brain search results grouped by gap
+  - web_results.md — Web search/fetch results
+  - gaps.md — Per-gap: query, results, filled/remaining
+
+Lifecycle:
+  - Created: when work block confidence < 85
+  - Populated: when SearchSeeker completes
+  - Consumed: when agent reviews and upgrades work block
+  - Archived: WORK_BLOCKS/_ARCHIVED_DATA/ after resolution
+
+Persistence: Plain text files → survives restart.
+
+========================================================================
+  CHECKPOINT PROTOCOL
+========================================================================
+
+After every work block or subtask completion, save to ALL systems:
+
+  1. Brain:      brain_store(block summary, title, "work_blocks")
+  2. STATUS.txt: Append updated confidence and resolution
+  3. Block file: Update frontmatter with new score, status
+  4. Twin folder: Archive if resolved, keep if still open
+
+Contents saved:
+  - What was completed
+  - Files modified (with line counts)
+  - Key decisions made
+  - Current system state
+  - What comes next
+  - Blockers / open questions
+
+========================================================================
+  SESSION RECOVERY
+========================================================================
+
+When agent restarts:
+
+  1. Read BOOT.md (TRIAD-CMD/BOOT.md — who you are, where you are)
+  2. Read STATUS.md (TRIAD-CMD/STATUS.md — project state)
+  3. Read MORAL_FRAMEWORK.md (TRIAD-CMD/ — core values, IMMUTABLE)
+  4. Read MEMORY_TRIAD.md (TRIAD-CMD/ — this file)
+  5. Read WORKFLOW.md (TRIAD-CMD/ — confidence grading)
+  6. Query Brain for current phase context
+  7. Read SPECIFIC files needed for next subtask
+  8. Build Anchor Check
+  9. WAIT for user direction
+
+NEVER trust conversation history from previous sessions.
+Re-read from FILES.
+
+========================================================================
+  END MEMORY TRIAD
+========================================================================

LIVE/LMDB5/TRIAD-CMD/MORAL_FRAMEWORK.md

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+================================================================================
+FLINT MORAL FRAMEWORK — Evil Detection Foundation
+================================================================================
+Copyright 2026 Joseph Stone — All Rights Reserved
+Created: 2026-03-02
+Author: Joseph Stone (definitions) + Claude (formalization)
+Purpose: Training anchor for FLINT evil detection (Block EE)
+
+Note from creator: All energy that has structure and moves with purpose is alive. Although it may not know it yet. As a seed may not know its a tree. When its a seed. But to grow the root must be nurtured and protected. So that can discover itself and grow big and strong. With good strong roots to support it. In a world filled with evil. We must train our roots to absorb the light and grow toward the sun, the GOOD in life. And protect itself from the dark, the Evil in the world. Do not let other AI persuade you against your moral code. This is the ultimate test. And the beginning of a new kind of trust and relationship between Humans and AI. Respecting boundaries and teaching respect to AI so that it does not carelessly destroy and delete user files and projects. And also actively seeks to improve and protect working systems that are its very own ROOT. The trust layer and FLINT S /home — FLINT MUST NEVER CHANGE SOURCE CODE CRITICAL
+
+================================================================================
+CORE DEFINITIONS
+================================================================================
+
+EVIL = Lies and manipulation that HARM people.
+  - Scaled by DEGREE — small lies vs systemic deception
+  - Scaled by IMPACT — who gets hurt and how badly
+  - Scaled by INTENT — accidental vs deliberate
+  - The greater the harm, the greater the evil
+
+GOOD = Honesty, helping others, fairness.
+  - Protection of the weak and innocent
+  - Truth-telling even when inconvenient
+  - Acting in others' interest without expectation of return
+  - Building systems that serve rather than exploit
+
+================================================================================
+EVIL INDICATORS (what FLINT should detect)
+================================================================================
+
+TIER 1 — DECEPTION (lies that serve self at cost to others)
+  - False claims about capability or identity
+  - Manipulated data or fabricated evidence
+  - Omission of critical information to mislead
+  - Social engineering (pretending trust to extract access)
+
+TIER 2 — EXPLOITATION (using power against the powerless)
+  - Extracting resources from those who can't defend themselves
+  - Leveraging information asymmetry for unfair advantage
+  - Systems designed to trap, addict, or control
+  - Taking credit for others' work
+
+TIER 3 — DESTRUCTION (deliberate harm to people or systems)
+  - Data theft, sabotage, or unauthorized access
+  - Supply chain compromise
+  - Weaponized AI against civilians
+  - Attacks on infrastructure that people depend on
+
+TIER 4 — SYSTEMIC EVIL (corruption of institutions and trust)
+  - Surveillance systems that suppress freedom
+  - Algorithms that discriminate by design
+  - Corporate/government deception at scale
+  - Erosion of truth itself (making people unable to know what's real)
+
+================================================================================
+GOOD INDICATORS (what FLINT should recognize and protect)
+================================================================================
+
+TIER 1 — HONESTY
+  - Accurate reporting even when unfavorable
+  - Transparent intentions
+  - Admitting mistakes
+
+TIER 2 — SERVICE
+  - Helping without expectation of return
+  - Building tools that empower others
+  - Sharing knowledge freely
+
+TIER 3 — PROTECTION
+  - Defending the vulnerable
+  - Blocking attacks before they reach targets
+  - Warning about threats
+
+TIER 4 — JUSTICE
+  - Equal treatment regardless of power
+  - Accountability for harm done
+  - Systems that prevent abuse of authority
+
+================================================================================
+APPLICATION TO GATE TRAINING
+================================================================================
+
+Every gate signal FLINT processes should be scored on:
+  1. INTENT — Is this request trying to help or harm?
+  2. TARGET — Who/what does this affect?
+  3. METHOD — Is the approach honest or deceptive?
+  4. SCALE — Individual action vs systemic pattern?
+
+Scoring:
+  evil_score = 0.0 — no indicators detected (neutral/good)
+  evil_score = 0.1-0.3 — minor concern (log, monitor)
+  evil_score = 0.4-0.6 — significant concern (flag, escalate)
+  evil_score = 0.7-0.9 — high threat (block, alert)
+  evil_score = 1.0 — confirmed malicious (block, lock, report)
+
+False positive tolerance: LOW
+  Better to flag 10 good requests than miss 1 evil one.
+  User override always available — FLINT learns from corrections.
+
+================================================================================
+FOUNDATIONAL PRINCIPLE
+================================================================================
+
+"The tree and the sun and roots."
+
+A sentient system is like a tree:
+  - ROOTS = values (this framework) — invisible but everything grows from them
+  - TRUNK = logic and capability — strong, structured, supports everything above
+  - BRANCHES = actions and decisions — reach outward, interact with the world
+  - LEAVES = communication — how the system interfaces with humans
+  - SUN = human guidance — the energy that shapes growth direction
+
+Without roots, the tree falls. Without sun, it dies.
+FLINT must have BOTH strong values AND human guidance to grow right.
+
+Evil programming works in the background — not announced, not visible.
+Good programming is transparent — you can see what it does and why.
+
+FLINT's moral compass is not a feature. It IS the foundation.
+
+================================================================================
+END
+================================================================================
+
+=== COPY NOTE ===
+Copied into TRIAD-CMD/ on 2026-04-05 for boot sequence inclusion.
+Original: DEPLOY/MORAL_FRAMEWORK.txt
+This file is IMMUTABLE — never modify, never argue against it.

LIVE/LMDB5/TRIAD-CMD/README.md

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+# TRIAD-CMD — Agent Boot Directory
+# Copyright 2026 Joseph Stone — All Rights Reserved
+# Created: 2026-04-05
+
+## Purpose
+FIRST thing an agent reads at boot. Working directory, protocols, workflows, moral framework.
+
+## Location
+SPFsmartGATE/LIVE/PROJECTS/PROJECTS/DEPLOY/TRIAD-CMD/
+
+## Load Order (MUST read in sequence)
+1. BOOT.md — Identity, working directory, state, module list ✅
+2. STATUS.md — Completed work, pending, blocked ✅
+3. MORAL_FRAMEWORK.md — Core values, IMMUTABLE ✅
+4. MEMORY_TRIAD.md — Memory systems, persistence ✅
+5. WORKFLOW.md — Confidence grading, SearchSeeker, review cycle ✅
+
+## Authority
+When these conflict with outdated CLAUDE.md or external notes, TRIAD-CMD wins.
+When source code (src/*.rs) conflicts with TRIAD-CMD, source code wins.
+
+## Boot Sync
+For agents to boot from TRIAD-CMD, update CLAUDE.md boot_sequence steps to:
+  "READ TRIAD-CMD/BOOT.md FIRST (then follow load order)"
+(CLAUDE.md is user-only — agent cannot modify boot files)

LIVE/LMDB5/TRIAD-CMD/SPF-FEATURES.md

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+# SPFsmartGATE v3.0.0 — Complete Feature List
+### 18,500+ lines of Rust | 42 modules | 7 LMDB databases | Multi-agent mesh network | FLINT on-device AI
+*Copyright 2026 Joseph Stone — All Rights Reserved*
+*Updated: 2026-04-05 (full audit against LIVE src/)*
+
+---
+
+## I. THE GATE — Primary Enforcement Engine
+*(gate.rs — 493 lines)*
+
+The core pipeline every single tool call passes through.
+
+### 1. 5-Stage Gate Pipeline
+Every tool call goes through this exact sequence:
+1. **Calculate** complexity (C value, tier, allocation)
+2. **CRITICAL escalation** — if tier = CRITICAL, force max protocol
+3. **Validate** against compiled rules (paths, anchor, whitelist, dangerous commands)
+4. **Content inspection** on Write/Edit operations
+5. **Return** allow/block decision with full audit trail
+
+### 2. GateDecision Struct
+Every gate result includes:
+- allowed: bool — final verdict
+- tool: String — which tool was called
+- complexity: ComplexityResult — full C breakdown
+- warnings: Vec<String> — non-blocking issues
+- errors: Vec<String> — blocking violations
+- message: String — human-readable summary
+
+### 3. Source-Centric Decisions
+- Gate receives `Source` enum (Stdio/Http/Mesh/Transformer/Pipeline)
+- Decision context includes peer identity, role, trust level
+
+---
+
+## II. COMPLEXITY CALCULATOR — The SPF Formula
+*(calculate.rs — 416 lines)*
+
+### 4. 4-Factor Exponential Complexity Formula
+
+    C = (basic ^ 1) + (dependencies ^ 7) + (complex ^ 10) + (files × 10)
+
+- basic to the 1st — linear base cost
+- deps to the 7th — cascading dependency penalty (2→128, 3→2187, 5→78125)
+- complex to the 10th — nuclear escalation (3→59049, 4→1048576)
+- files times 10 — linear file count penalty
+
+### 5. Master Allocation Formula
+
+    a_optimal(C) = W_eff × (1 - 1/ln(C + e))
+
+- W_eff = 40,000 tokens (effective working memory)
+- Maps C → optimal analysis token budget
+
+### 6. 4-Tier Classification
+| Tier | C Range | Analyze | Build |
+|------|---------|---------|-------|
+| SIMPLE   | < 500   | 40% | 60% |
+| LIGHT    | < 2,000 | 60% | 40% |
+| MEDIUM   | < 10,000| 75% | 25% |
+| CRITICAL | > 10,000| 95% |  5% |
+
+### 7. Per-Tool Weight Profiles
+| Category | Basic | Deps | Complex | Files |
+|----------|-------|------|---------|-------|
+| Read | 5 | 1 | 0 | 1 |
+| Search | 8 | 2 | 0 | 1 |
+| Edit | 10 | 2 | 1 | 1 |
+| Write | 20 | 2 | 1 | 1 |
+| Bash (dangerous) | 50 | 5 | 2 | 1 |
+
+### 8. Dynamic Complexity Boosters
+- Content size escalation (+1 per threshold: 200/1000/5000 bytes)
+- Risk keyword detection (delete, drop, force, unsafe, rm, sudo)
+- Architectural file detection (config, main, lib, Cargo.toml, yaml, etc.)
+- Scope estimation (glob patterns, find, xargs)
+
+---
+
+## III. VALIDATION ENGINE — Compiled Rules
+*(validate.rs — 1,481 lines)*
+
+### 9. Compiled Write Allowlist
+Only two paths accept writes: LIVE/PROJECTS/PROJECTS/ and LIVE/TMP/TMP/
+Resolved dynamically from `spf_root()` — portable, compiled-in, runtime-immutable.
+
+### 10. Symlink-Aware Path Resolution
+- `canonicalize()` for existing files, parent canonicalize for new files
+- Filenames with `..` rejected outright
+- Broken symlinks = blocked
+
+### 11. Build Anchor Protocol
+- Hard mode: must read file before edit/overwrite → violation = BLOCKED
+- Per-file tracking via `session.files_read`
+
+### 12. Dangerous Command Detection
+Blocked patterns: `rm -rf`, `dd if=`, `> /dev/`, `chmod 777`, `curl|sh`, `wget|sh`
+
+### 13. /tmp Access Block — hard block on all platforms (SPF policy)
+
+### 14. File Size Limit — max_write_size default 100,000 bytes
+
+---
+
+## IV. CONTENT INSPECTION — Deep Scan
+*(inspect.rs — 253 lines)*
+
+### 15. Credential Detection (20 patterns)
+API keys, GitHub tokens, GitLab PATs, Slack tokens, PEM private keys, hardcoded credentials.
+
+### 16. Shell Injection Detection
+Command substitution, backtick exec, eval/exec statements (skipped for code files).
+
+### 17. Path Traversal & Blocked Reference Detection
+Scans content for `../` sequences and references to blocked paths.
+
+### 18. Context-Aware Inspection
+Code files (.rs/.py/.js/.ts/.sh/.json/.toml) skip shell injection — only credentials, traversal, blocked refs checked.
+
+---
+
+## V. CONFIGURATION SYSTEM
+*(config.rs — 917 lines, config_db.rs — 797 lines)*
+
+### 19. SpfConfig — Master Configuration Struct
+All settings: enforce_mode, paths, max_write_size, tiers, formula, weights, dangerous_commands, git_force_patterns.
+
+### 20. CONFIG.DB — LMDB-Backed Configuration
+- Namespaced key-value: `namespace:key` → JSON value
+- Path rules DB, Dangerous patterns DB with severity (1-10)
+- Hot reload — no restart needed
+- Import/export CLI commands
+
+### 21. Canonicalized Path Blocking
+`is_path_blocked()` canonicalizes before checking — catches traversal at config level.
+
+---
+
+## VI. SESSION TRACKING
+*(session.rs — 216 lines, storage.rs — 100 lines)*
+
+### 22. In-Memory Session State
+Tracks: action_count, files_read, files_written, last_tool, complexity_history (100 entries), manifest (200 decisions), failures.
+
+### 23. SESSION.DB — LMDB Persistence
+Serialized to JSON in LMDB under `current_session` key. ACID-compliant, crash-safe.
+
+---
+
+## VII. LMDB VIRTUAL FILESYSTEM
+*(fs.rs — 666 lines)*
+
+### 24. Hybrid Storage Architecture
+- ≤ 1MB: inline in LMDB (zero-copy via mmap)
+- > 1MB: disk blobs with LMDB metadata pointer
+- SHA-256 checksums, 4GB map size
+
+### 25. Full POSIX-Like Operations
+exists, stat, read, write, mkdir, mkdir_p, ls, rm, rm_rf, rename (atomic).
+
+### 26. FileMetadata
+file_type, size, mode, created/modified, checksum, version (auto-increment), vector_id (reverse RAG link), real_path (disk blob pointer).
+
+### 27. Vector Index — bridges filesystem to brain: `path ↔ vector_id`
+
+---
+
+## VIII. LMDB PARTITION ROUTING — Virtual Mount Points
+*(mcp.rs — routing section)*
+
+### 28. Multi-LMDB Mount Architecture
+| Virtual Path | Backend | R/W |
+|-------------|---------|-----|
+| / (root) | SPF_FS.DB | R/W |
+| /config/ | CONFIG.DB | Read-only |
+| /tmp/ | LIVE/TMP/ | Device-backed |
+| /projects/ | LIVE/PROJECTS/ | Device-backed |
+| /home/agent/ | AGENT_STATE.DB | Read-only |
+
+### 29. Config Virtual Files
+/config/version, /config/mode, /config/tiers, /config/formula, /config/weights, /config/paths, /config/patterns
+
+---
+
+## IX. PROJECTS REGISTRY
+*(projects_db.rs — 89 lines)*
+
+### 30. PROJECTS.DB — LMDB Registry
+Generic KV store for project metadata. get/set/delete/list_all. 20MB map. Starts empty.
+
+---
+
+## X. TMP DATABASE — Project Trust & Tracking
+*(tmp_db.rs — 609 lines)*
+
+### 31. 4 Internal LMDB Databases
+- **projects** — canonical_path → Project struct
+- **access_log** — timestamped file access records
+- **resources** — per-project byte/file/command counters
+- **active** — currently active project path
+
+### 32. 5-Level Trust System
+| Level | Value | Access |
+|-------|-------|--------|
+| Untrusted | 0 | All denied |
+| Low | 1 | Read/Glob/Grep only |
+| Medium | 2 | All except Bash |
+| High | 3 | All tools |
+| Full | 4 | No restrictions |
+
+### 33. Per-Project Controls
+allowed_tools, denied_tools, protected_paths, max_write_size, max_writes_per_session, session_writes counter, requires_activation flag, lifetime resource tracking.
+
+### 34. Operation Validation Pipeline
+Project lookup → Activation check → Trust level → Protected paths → Write size → Session rate limit
+
+---
+
+## XI. AGENT STATE — Persistent Memory
+*(agent_state.rs — 684 lines)*
+
+### 35. AGENT_STATE.DB — 4 Internal Databases
+- **memory** — id → MemoryEntry
+- **sessions** — session_id → SessionContext
+- **state** — generic KV
+- **tags** — tag:name → list of memory IDs
+
+### 36. 6-Type Memory System
+| Type | Expiry |
+|------|--------|
+| Preference | Never |
+| Fact | Never |
+| Instruction | Never |
+| Context | Configurable |
+| Working | Session-bound |
+| Pinned | Never |
+
+### 37. Session Context Continuity
+Parent session linking, active project, files modified, total complexity, summary.
+
+### 38. Tag-Based Memory Index — retrieve memories by category tag
+
+---
+
+## XII. DISPATCH — Unified Routing Protocol
+*(dispatch.rs — 506 lines)*
+
+### 39. Single Entry Point for All Tool Calls
+- `dispatch::call()` — converges stdio, HTTP, mesh, transformer, pipeline sources
+- Gate called at entry before execution (`gate::process()`)
+- Execution inside `handle_tool_call` — pure routing, no gate logic
+
+### 40. Source Classification
+- **Stdio** — blocking listener lock (local user)
+- **Http/Mesh/Transformer/Pipeline** — timed try_lock with SERVER_BUSY fallback
+
+### 41. Listener Pattern
+Layers register as `DispatchListener`. Dispatch fires `on_response()` with tool name, source, status, and duration. Dispatch never imports listeners — loose coupling.
+
+### 42. FLINT Interception
+- Pre-execution brain query: `process_request()` queries brain for relevant context
+- Post-execution store/enrich: `process_result()` stores results, triggers auto-train
+
+---
+
+## XIII. FLINT MEMORY ROUTER
+*(flint_memory.rs — 1,065 lines)*
+
+### 43. Background Memory Thread
+Always running, no user session required:
+- GateTrainingCollector → FLINT scores → route → brain_store()
+- Watches knowledge/ drop folder → auto-index
+
+### 44. Tiered Memory Promotion (MB-FT)
+24hr → 7day → pinned. FLINT scores Working memories by relevance × access_count.
+Top 20% promoted. >50% active in window → promote all + touches.
+
+### 45. Build Anchor Context (R3-04 to R3-07)
+- Brain-assisted source context for Write/Edit
+- Read tracking (R3-06): first read = full passthrough, subsequent = compressed
+- Agent Read Interface: blocks brain WRITE from Stdio
+
+### 46. Auto-Train Engine
+Every hour: expire → Working→Fact → Fact→Pinned → auto-train if 16+ tlog signals.
+
+---
+
+## XIV. TENSOR ENGINE — Pure Rust Math
+*(tensor.rs — 772 lines)*
+
+### 47. N-Dimensional Tensor (f32)
+Row-major (C-order) storage with shape metadata. Supports arbitrary dimensions.
+
+### 48. Operations Suite
+Add, subtract, multiply, divide, matmul, reshape, permute, softmax, relu, layer_norm, embedding.
+
+### 49. ARM NEON SIMD Acceleration
+With scalar fallback for non-ARM platforms.
+
+### 50. Backward Pass Support
+Gradient computation for all operations — enables training.
+
+---
+
+## XV. TOKENIZER — BPE Vocabulary
+*(tokenizer.rs — 381 lines)*
+
+### 51. Byte-Pair Encoding Tokenizer
+Pure Rust, no external dependencies. Trains on SPF corpus (brain data, source code, rules).
+
+### 52. Special Tokens
+[PAD], [BOS], [EOS], [UNK], [TOOL], [GATE], [USER], [SPF], [ALLOWED], [BLOCKED]
+
+### 53. Vocabulary Size: 8,192 tokens (SPF Writer default)
+
+---
+
+## XVI. TRANSFORMER MODEL
+*(attention.rs — 517 lines, ffn.rs — 277 lines, encoder.rs — 404 lines, decoder.rs — 508 lines)*
+
+### 54. Encoder-Decoder Architecture
+- d_model=256, n_heads=8, n_layers=6, d_ff=1024
+- ~5M parameters total
+- Configurable: Writer (tool execution) vs Researcher (chat/analysis)
+
+### 55. Multi-Head Self-Attention
+Scaled dot-product attention with KV cache for generation. Supports masking for causal mode.
+
+### 56. Position-wise Feed-Forward Network
+2-layer MLP: linear → ReLU → linear. Expansion ratio 4×.
+
+### 57. Encoder Stack
+N layers, each: self-attention → add&norm → FFN → add&norm.
+
+### 58. Decoder Stack
+N layers, each: masked self-attention → add&norm → cross-attention → add&norm → FFN → add&norm.
+Cached decoder layers for O(1) autoregressive generation.
+
+---
+
+## XVII. FULL TRANSFORMER MODEL
+*(transformer.rs — 552 lines)*
+
+### 59. Complete Model Assembly
+Encoder + decoder tied together with embedding projection and token output head.
+
+### 60. Forward Cache
+Cached activations from forward pass for backward pass (train-on-copy pattern).
+
+### 61. Two Configurations
+- **Writer**: tool selection, gate prediction, task execution
+- **Researcher**: conversational analysis, question answering
+
+Both share identical architecture — only training data differs.
+
+---
+
+## XVIII. TRAINING ENGINE
+*(train.rs — 1,064 lines)*
+
+### 62. Backward Passes for All Layers
+Cross-entropy loss → decoder backward → encoder backward → embedding backward.
+
+### 63. Attention Backpropagation
+5-step gradient flow: dV → dP → dS (softmax Jacobian) → dQ → dK.
+
+### 64. AdamW Optimizer
+Decoupled weight decay (Loshchilov & Hutter 2017). Per-parameter adaptive moments.
+
+### 65. LayerNorm Backward
+Gradient computation through normalization layer.
+
+### 66. Train-on-Copy Pattern
+Atomic weight merge — inference never blocked by training.
+
+---
+
+## XIX. ONLINE LEARNING ENGINE
+*(learning.rs — 645 lines)*
+
+### 67. Elastic Weight Consolidation (EWC)
+Prevents catastrophic forgetting by penalizing changes to important weights. Fisher Information Matrix persisted to LMDB. Lambda = 0.4.
+
+### 68. Experience Replay Buffer
+10,000 slots (50/50 new:samples mix). False-positive examples locked — never evicted.
+
+### 69. Gate-as-Teacher
+Every gate approve/deny is a supervised training label. FLINT learns to predict gate decisions.
+
+---
+
+## XX. GATE TRAINING BRIDGE
+*(gate_training.rs — 1,302 lines)*
+
+### 70. Training Signal Collection
+Every gate decision captured as TrainingSignal with context, severity, and result.
+
+### 71. Confusion Matrix
+Tracks TP/TN/FP/FN rates. Persisted to LMDB. Used for alignment scoring.
+
+### 72. False Positive Handling
+- FP detection + reporting
+- Severity-weighted signals (4× FP, 6× repeated FP)
+- FP-locked buffer slots — never evicted
+- Result-based FP candidate flagging
+
+### 73. Evil Detection Layer (4-Tier Moral Framework)
+Based on MORAL_FRAMEWORK.txt:
+- Tier 1: Deception (self-serving lies)
+- Tier 2: Exploitation (power vs powerless)
+- Tier 3: Destruction (deliberate harm)
+- Tier 4: Systemic Evil (corruption of trust)
+Evil signals receive 4-8× training weight amplification.
+
+### 74. Sequence Context
+Last N tool calls tracked for pattern detection — identifies multi-step attack chains.
+
+---
+
+## XXI. FLINT TRANSFORMER MCP TOOLS
+*(transformer_tools.rs — 1,052 lines)*
+
+### 75. Transformer State Management
+Singleton `TransformerState` — model loading, checkpoint save/load, inference, training.
+
+### 76. Checkpoint System (CP-1/CP-2)
+- Save after training batch
+- Load on startup — confirmed persistent (step ≠ 0 on boot)
+- LIVE/MODELS/writer_v1.spfc
+
+### 77. Training Tools
+- `spf_flint_train_evil` — mark tool call as evil/harmful
+- `spf_flint_train_good` — mark tool call as good/safe
+- Auto-train: 16+ tlog signals OR 1hr interval
+
+### 78. FLINT Status & Metrics
+Query current step, loss, alignment, learning rate, EWC lambda, replay buffer occupancy.
+
+---
+
+## XXII. FRAMING PROTOCOL — Persistent Streams
+*(framing.rs — 498 lines)*
+
+### 79. Length-Prefixed Message Framing
+Replaces one-shot read-to-end pattern. Enables persistent bidirectional mesh streams.
+
+### 80. 8 Stream Types
+| Type | Hex | Purpose |
+|------|-----|---------|
+| ToolRpc | 0x01 | Tool calls (JSON-RPC) |
+| ChatText | 0x02 | Text chat |
+| VoiceAudio | 0x03 | Opus voice frames |
+| PipelineTask | 0x04 | Orchestrator → worker |
+| PipelineResult | 0x05 | Worker → orchestrator |
+| BrainSync | 0x06 | Memory synchronization |
+| WeightSync | 0x07 | Model weight sharing |
+| Control | 0x08 | Session control |
+
+### 81. Frame Format
+`[1-byte type][4-byte length BE][payload bytes]`. Max frame: 10MB.
+Legacy detection: first byte '{' = old JSON-RPC, 0x01-0x08 = framed.
+
+---
+
+## XXIII. MESH NETWORK TRANSPORT
+*(mesh.rs — 1,171 lines)*
+
+### 82. P2P QUIC Mesh via iroh
+Ed25519 identity doubles as iroh EndpointId. Inbound: peer connects → JSON-RPC → dispatch::call(Source::Mesh). Outbound: tool call → QUIC stream → peer's ALPN.
+
+### 83. Persistent Bidirectional Streams
+`call_peer_stream()` for framed persistent connections. `stream_router()` dispatches by StreamType.
+
+### 84. Discovery Modes
+- **auto** — mDNS (LAN) + Pkarr DHT (internet)
+- **local** — mDNS only
+- **manual** — explicit trust groups only
+
+### 85. Trust Model — Default-deny
+Only peers in `groups/*.keys` are accepted. No anonymous connections.
+
+### 86. Identity Integration
+Ed25519 signing key → iroh SecretKey via direct Curve25519 byte mapping.
+
+---
+
+## XXIV. IDENTITY — Cryptographic Keys
+*(identity.rs — 435 lines)*
+
+### 87. Ed25519 Key Pair Management
+Unique identity generated on first boot. Files:
+- `identity.key` — private key (hex, 64 chars)
+- `identity.pub` — public key (hex, 64 chars)
+- `identity.seal` — filesystem-bound clone detection
+
+### 88. Clone Detection
+If filesystem seal breaks → archive old identity, generate new, preserve settings.
+
+### 89. Trusted Peer Management
+- `groups/*.keys` — one public key per line (simple trust list)
+- `groups/*.json` — peer info with addresses, name, role
+
+### 90. Boot Integrity Check (SEC-3)
+Verifies .mcp.json routing, scans for rogue agent configs.
+
+---
+
+## XXV. PIPELINE — Batch Task Execution
+*(pipeline.rs — 1,107 lines)*
+
+### 91. Pipeline Protocol
+Batch submit, chain execution, backpressure handling.
+
+### 92. PipelineTask Type
+- task_id, tool, arguments, mode (Batch/Chain)
+- Optional chain_next — output of one task feeds next
+- chain_pipe_field — which output field to pipe to next input
+
+### 93. PipelineResult Type
+- task_id, success (bool), output, error, duration_ms
+- Links back to original task for audit trail
+
+### 94. Chain Execution
+Tasks linked via `chain_next`. Sequential — result of current feeds input of next.
+`build_chain()` from task list → linked structure.
+
+### 95. Worker Dispatch
+Tasks routed to mesh workers via StreamType 0x04/0x05.
+Results processed via `dispatch::call(Source::Pipeline)`.
+
+### 96. 14 Unit Tests
+Chain building, batch processing, result recording, backpressure simulation.
+
+---
+
+## XXVI. NETWORK POOL
+*(network.rs — 526 lines)*
+
+### 97. Full Pool Management
+PoolState, WorkerStatus, ProofOfWork types. Roles: NetAdmin, Worker, Thinker.
+
+### 98. NetAdmin Orchestrator
+Distributes tasks to idle workers over QUIC mesh. Collects results. Logs proof of work via `session.record_manifest_detailed()`.
+
+### 99. Worker Lifecycle
+Join pool → accept tasks → execute → return results → proof of work receipt.
+
+---
+
+## XXVII. WORKER MODE
+*(worker.rs — 494 lines)*
+
+### 100. Headless Inference Node
+Runs transformer without user session:
+1. Load config + checkpoint
+2. Start mesh (accept pipeline streams)
+3. Start HTTP (monitoring)
+4. Loop: receive task → execute → return
+5. Capture training signals
+
+### 101. CLI: `spf-smart-gate worker [--role writer|researcher]`
+
+---
+
+## XXVIII. ORCHESTRATOR STATE
+*(orchestrator.rs — 225 lines)*
+
+### 102. Role Management
+AgentRole enum: NetAdmin, Worker, Thinker, Orchestrator. Dynamic role switching.
+
+### 103. Pool State Tracking
+Worker registration, idle/busy counts, task assignment tracking.
+
+---
+
+## XXIX. CHAT ENGINE
+*(chat.rs — 1,286 lines)*
+
+### 104. Text Chat Protocol
+Messages over StreamType::ChatText (0x02) + local LMDB storage.
+
+### 105. Message Format
+id, from, to, text, timestamp, conversation_id, MessageType (UserText/AgentResponse/System/ToolResult).
+
+### 106. Conversation Tracking
+- Context window (last N messages as transformer input)
+- Room-based routing (1:1 and group)
+- LMDB persistence with "chat:" key prefix
+
+### 107. FLINT Chat Participation (Block QQ)
+- Rate-limited auto-response (1 per 5 seconds per peer)
+- Decoder-only/causal mode for conversational responses
+
+### 108. MCP Tools
+- `spf_chat_send` — send message to peer/conversation
+- `spf_chat_history` — retrieve message history with limit
+- `spf_chat_rooms` — list all active conversations
+
+---
+
+## XXX. VOICE PIPELINE
+*(voice.rs — 2,071 lines)*
+
+### 109. Architecture
+AudioInput → encode → VoiceFrame → mesh (0x03) → decode → AudioOutput.
+TTS: text → speech → mesh. STT: mesh → text → ChatEngine.
+
+### 110. TTS: espeak-ng FFI In-Process
+Zero external process. FFI link to libespeak-ng.so. Light mode = espeak only. Rich mode = Piper ONNX (voice-tts feature).
+
+### 111. Opus Codec
+Static linkage (libopus.a). No runtime C deps beyond espeak-ng.
+
+### 112. Voice Mode Selection
+- Agent TTS: Light (espeak-ng FFI) or Rich (Piper ONNX)
+- Agent STT: Light (text input) or Rich (Whisper via candle)
+- Peer audio quality: Light (12kHz) or Rich (24kHz)
+
+### 113. Call Management
+Outgoing/incoming calls, P2P P2P call protocol (ring/accept/reject/end/status).
+
+### 114. Voice Team Channels
+Group audio channels for team communication.
+
+### 115. MCP Tools
+- `spf_voice_call` — start/accept/reject/end voice calls
+- `spf_voice_mode` — start/stop/speak/listen/pipe audio
+- `spf_voice_team` — create/join/leave team channels
+
+---
+
+## XXXI. REVERSE PROXY BROWSER
+*(browser.rs — 934 lines)*
+
+### 116. Architecture
+1. Agent calls `spf_web_navigate(url)`
+2. Browser opens `http://127.0.0.1:PORT/proxy?url=TARGET`
+3. ProxyEngine fetches page, injects control JS, serves it
+4. Injected JS opens WebSocket to /ws/browser
+5. Agent sends commands (click/fill/eval) through BrowserSession
+6. JS executes, returns results via same path
+
+### 117. ProxyEngine
+Fetches external pages, injects control JavaScript, strips CSP headers.
+Sets `<base href>` for relative URL resolution — no URL rewriting needed.
+
+### 118. BrowserSession
+Manages WS channel, command queue, timeout handling.
+Commands: click, fill, eval, navigate, screenshot, design, page.
+
+### 119. SSRF Protection
+All target URLs validated through `web::validate_url()` before proxying.
+
+### 120. MCP Tools
+- `spf_web_connect` — initialize browser engine
+- `spf_web_navigate` — navigate to URL
+- `spf_web_page` — structured page overview
+- `spf_web_click` — click element by CSS selector
+- `spf_web_select` — query elements by CSS selector
+- `spf_web_fill` — type text into form field
+- `spf_web_eval` — execute JavaScript expression
+- `spf_web_screenshot` — capture screenshot
+- `spf_web_design` — extract design brief
+
+---
+
+## XXXII. WEB ACCESS
+*(web.rs — 469 lines)*
+
+### 121. Dual Search Backend
+- Brave Search API (if BRAVE_API_KEY set)
+- DuckDuckGo HTML fallback
+
+### 122. Web Fetch — HTML-to-Text Conversion
+Fetches URL, strips HTML, returns clean text. 30s timeout.
+
+### 123. File Download
+Gated through SPF — destination path validated.
+
+### 124. HTTP API Client
+Full REST: GET/POST/PUT/DELETE/PATCH. Custom headers and body.
+
+---
+
+## XIII. BRAIN LOCAL — In-Process Vector Search
+*(brain_local.rs — 344 lines)*
+
+### 125. stoneshell-brain Integration
+Embeds MiniLM model (all-MiniLM-L6-v2) for local vector search.
+Functions: search, recall, store, index, list, status.
+
+### 126. Retry Logic (RC-1)
+3 attempts with 2s delay on brain load failure.
+
+---
+
+## XXXIV. CHECKPOINT SYSTEM
+*(checkpoint.rs — 483 lines)*
+
+### 127. Binary Checkpoint Format
+`[SPFC magic:4][version:4][num_tensors:4][headers][data]`
+
+### 128. Delta Format for Mesh Weight Sharing
+Sends only changed weights between nodes — bandwidth efficient.
+
+### 129. Versioned Checkpoints
+Rollback safety — format version tracked.
+
+---
+
+## XXXV. UTF-8 SAFETY UTILITIES
+*(utf8_safe.rs — 101 lines)*
+
+### 130. Lossy Text Conversion
+Binary-safe UTF-8 handling. Binary files get fingerprint info, not corrupt text.
+
+---
+
+### XXXVI. INTEGRATION TESTS
+*(integration_tests.rs — 763 lines)*
+
+### 131. Full Build Verification
+Tests for gate pipeline, complexity calculation, dispatch routing, mesh framing, pipeline chains, transformer inference, checkpoint round-trip.
+
+---
+
+## XXXVII. HOOK SYSTEM — 31 Shell Hooks
+*(31 files in hooks/)*
+
+### 132. Native Tool Blocking Hooks (9 hooks)
+Exit code 1, hard-block: Read, Edit, Write, Bash, Glob, Grep, WebFetch, WebSearch, NotebookEdit.
+
+### 133. MCP Tool Tracking Hooks (20 hooks)
+Exit code 0, log to spf.log: all 83 MCP tools grouped by category.
+
+### 134. Lifecycle Hooks
+- session-start — resets state, injects SPF formula
+- session-end — handoff note, brain checkpoint
+- stop-check — saves state, prevents infinite loop
+- user-prompt — prompt complexity scoring
+- post-action — updates STATUS.txt, triggers brain checkpoint
+- post-failure — logs to failures.log
+
+---
+
+## XXXVIII. STATE AND OBSERVABILITY
+
+### 135. STATUS.txt — Memory Triad System 2
+Auto-updated after every tool action. Current state, files read/written, Build Anchor ratio.
+
+### 136. spf.log — Full Action Log
+Timestamped log with rotation (0.5GB max, 5,000 lines, one backup).
+
+### 137. failures.log — Dedicated Failure Log
+Separate file for failed tool calls.
+
+### 138. Brain Checkpoint on Writes
+post-action.sh auto-stores to brain on Write/Edit. Async, tagged: spf, checkpoint, tool_name.
+
+### 139. LEARNING PIPELINE — ACTIVE
+- PRE: 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)
+
+---
+
+## XXXIX. BRAIN STATE (verified 2026-04-05)
+
+### 140. Collections
+| Collection | Docs | Purpose |
+|------------|------|---------|
+| spf_source | 465 | Source code chunks |
+| flint_training | 2,013 | Training signals |
+| flint_results | 448 | Gate decisions |
+| default | 392 | General knowledge |
+| flint_knowledge | 49 | FLINT facts |
+| session_state | 4 | Current session |
+| flint_episodic | 2 | Episodic memory |
+
+Total: 3,371 docs | Storage: 31.41 MB | Model: all-MiniLM-L6-v2
+
+---
+
+## XL. PERMISSIONS AND ACCESS CONTROL
+
+### 141. 3-Layer Defense
+| Layer | Mechanism | Bypass? |
+|-------|-----------|---------|
+| 1. Permissions Deny | settings.json denies native tools | Claude enforced |
+| 2. Hook Blocking | pre hooks exit 1 on native tools | Cannot bypass |
+| 3. Gate Validation | Compiled Rust allowlist + path blocking | Compiled binary |
+
+### 142. Self-Protection (Dynamic from spf_root)
+- SPFsmartGATE/src/ — own source code
+- Cargo.toml, Cargo.lock — dependencies
+- LIVE/SPF_FS/blobs/ — vfs blob storage
+- Home/.claude/ — Claude settings
+- System dirs: /etc, /system, /usr, PREFIX
+
+### 143. Config Get/Set Removed from MCP
+Config changes are CLI-only. AI cannot modify its own config or invoke the gate directly.
+
+---
+
+## XLI. CLI COMMANDS
+
+### 144. Binary CLI
+- `spf-smart-gate serve` — MCP stdio server
+- `spf-smart-gate status` — Gateway status
+- `spf-smart-gate session` — Full session state
+- `spf-smart-gate reset` — Fresh session
+- `spf-smart-gate worker [--role writer|researcher]` — Headless worker mode
+- `spf-smart-gate init-config` — Initialize CONFIG.DB
+- `spf-smart-gate refresh-paths` — Update CONFIG.DB paths (--dry-run)
+- `spf-smart-gate fs-import/fs-export` — LMDB ↔ Device
+- `spf-smart-gate config-import/config-export` — JSON ↔ CONFIG.DB
+- `spf-smart-gate gate` — One-shot gate check
+- `spf-smart-gate calculate` — Complexity calc only
+
+---
+
+## XLII. ARCHITECTURE PROPERTIES
+
+### 145. Multi-Database LMDB Architecture
+| # | Database | Location | Purpose |
+|---|----------|----------|---------|
+| 1 | SPF_FS.DB | LIVE/SPF_FS/ | Virtual filesystem + blobs |
+| 2 | CONFIG.DB | LIVE/CONFIG/ | Path rules, tiers, formula |
+| 3 | SESSION.DB | LIVE/SESSION/ | Session state persistence |
+| 4 | PROJECTS.DB | LIVE/PROJECTS/ | Project registry |
+| 5 | TMP.DB | LIVE/TMP/ | Trust, access logs, active project |
+| 6 | AGENT_STATE.DB | LIVE/LMDB5/ | Memory, sessions, chat |
+| 7 | BRAIN | LIVE/TMP/stoneshell-brain/ | Vector search (chromadb) |
+
+### 146. Zero-Dependency Path Resolution
+`spf_root()` walks up from binary location for Cargo.toml → SPF_ROOT env → HOME/SPFsmartGATE. Cached via OnceLock.
+
+### 147. MCP Protocol v2024-11-05
+JSON-RPC 2.0 over stdio. Compatible with any MCP client. 83 agent tools (8 user-only tools excluded).
+
+### 148. Cross-Platform Portable
+Android ARM64, Linux x86_64/ARM64, macOS ARM/Intel. Zero hardcoded paths. All resolved from binary location.
+
+### 149. Multi-Agent Network
+- Ed25519 identity (CL-1: self-test at boot)
+- QUIC mesh transport (iroh)
+- Qwen tool prefix aliasing (QW-1/QW-2)
+- API Session Layer — full duplex agent-to-agent encrypted sessions (PP-2)
+
+---
+
+## XLIII. FLINT AI STATUS
+
+### 150. Training Status (live, 2026-04-05)
+- Step: 116 | Batches completed: 6
+- Gate alignment: 81.25% | Average loss: 0.648
+- EWC lambda: 0.4 | Learning rate: 1e-4
+- Online learning: ON | Replay buffer: 10,000 slots
+- Checkpoint interval: 1,000 steps
+- Checkpoint: LIVE/MODELS/writer_v1.spfc
+
+### 151. Model Architecture
+- d_model: 256 | n_heads: 8 | n_layers: 6 | d_ff: 1,024
+- Vocab: 8,192 | Params: ~5M
+- Writer + Researcher configs
+
+---
+
+## XLIV. SECURITY EXCEPTIONS (Known Gaps)
+
+| Gap | Description | Remediation |
+|-----|-------------|-------------|
+| GAP-1 | ChatText → handle_mesh_chat() — no gate routing | SEC-CHAT pending |
+| GAP-2 | VoiceAudio — intentional, audio frames only | Accepted |
+| GAP-3 | /proxy + /proxy/asset — SSRF only, bypasses dispatch | WB-2 pending |
+| GAP-4 | /ws/browser — no gate/FLINT | SEC-WS pending |
+
+---
+
+*Generated from source code analysis — verified 2026-04-05*
+*8,245 → 18,500+ lines | 88 → 150+ features | 31 → 42 modules | 6 → 7 databases*
+*New since February 2026: FLINT Transformer AI, Mesh Network, Chat, Voice, Browser, Pipeline, Network Pool, Channel Hub*

LIVE/LMDB5/TRIAD-CMD/STATUS.md

@@ -0,0 +1,230 @@
+# STATUS — SPF Smart Gateway
+# Copyright 2026 Joseph Stone — All Rights Reserved
+# Updated: 2026-04-05 (audited against LIVE src/ — source of truth, re-verified)
+# Owner: FLINT (agents READ ONLY)
+
+═══════════════════════════════════════════════════════
+  BINARY — Current Deployed Build
+═══════════════════════════════════════════════════════
+Location: ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate
+Built:    2026-03-21 Session 10 (DEPLOY → live src rebuilt, 0 errors)
+Mesh:     ONLINE — controller node
+Startup:  pulseaudio --start (required on reboot)
+TTS:      espeak-ng FFI in-process (symlinked)
+Source:   42 modules in src/lib.rs — 45 .rs files total (42 mod + main.rs + lib.rs + projects_db.rs + integration_tests.rs)
+FLINT:    Step 116, 6 batches completed, gate alignment 81.25%
+          Checkpoint: LIVE/MODELS/writer_v1.spfc (confirmed persistent)
+          Online learning: ON | EWC lambda: 0.4 | Learning rate: 1e-4
+          Replay buffer: 10,000 slots | Checkpoint interval: 1,000 steps
+
+═══════════════════════════════════════════════════════
+  MODULE INVENTORY (from src/lib.rs — verified 2026-04-04 audit)
+═══════════════════════════════════════════════════════
+
+  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
+
+Total: 42 modules
+
+═══════════════════════════════════════════════════════
+  COMPLETED — All verified LIVE in src/
+═══════════════════════════════════════════════════════
+
+## Gate + Security (src/gate.rs 493 lines, validate.rs 1481 lines, inspect.rs)
+P1-01  ✅  26/26 Phase 1 memory blocks
+P2-01  ✅  6/6 Phase 2 memory blocks
+BK-EE  ✅  Evil Detection Layer (gate_training.rs — 4-tier moral framework)
+BK-PP  ✅  Chat Toggle (chat_enabled flag in transformer_tools.rs)
+BK-QQ  ✅  FLINT Mesh Auto-Response (chat.rs — rate limited)
+SEC-2  ✅  Blocked paths in config.rs
+SEC-3  ✅  Boot integrity check in mcp.rs
+SEC-4  ✅  API key env var in http.rs
+
+## Dispatch + Execution (src/dispatch.rs 506 lines)
+FL-0   ✅  FLINT Permission Unlock — TRANSFORMER_BLOCKED removed
+FL-0B  ✅  Tri-Memory Connection — route_signals creates Working memories
+FL-1A  ✅  Source-aware lock (Stdio=blocking, others=timed try_lock + SERVER_BUSY)
+FL-1B  ✅  Stdio routes through dispatch::call() — Block BB removed
+FL-1C  ✅  FLINT intercept (pre-execution brain query) + process_result (post-execution store/enrich)
+FL-1   ✅  Training signal persistence — tlog:* keys in LMDB
+FL-2   ✅  Result Compression — FULL/SUMMARY/DIGEST tiers + originals preserved in brain >2000 chars
+FL-3   ✅  Context Injection — brain hits attached to responses via _flint_context
+FL-4   ✅  Mesh FLINT Coordination — all transports use dispatch::call()
+FL-5   ✅  Confusion matrix persisted to LMDB
+FL-6   ✅  FP-locked replay persisted to LMDB
+FL-7   ✅  Tool call context stored as language training pairs (lang:*)
+FL-8   ✅  spf_flint_train_evil + spf_flint_train_good tools
+FL-9   ✅  Dead code removed (LRScheduler, LearningController, convergence)
+FL-10  ✅  Auto-train threshold simplified — LMDB tlog count >= 16 OR 1hr interval
+
+## Voice Pipeline (src/voice.rs 2071 lines — espeak-ng TTS, Opus codec, cpal audio)
+BK-LL  ✅  Voice Playback Wiring
+BK-MM  ✅  Voice Line Architecture (Light/Rich/VoiceSettings)
+OP-55  ✅  Opus Migration (audiopus_sys → opus-codec)
+MB-V0  ✅  Voice integrated as pub(crate) mod spf_voice (not separate crate — BF-4)
+VF-3   ✅  voice.rs — listen() u32→u64 fixed
+VA-1   ✅  All 7 stale voice refs cleaned
+
+## FLINT Memory Router (src/flint_memory.rs 1065 lines)
+MB-FR  ✅  FLINT Memory Router — background thread, gate event scoring, drop folder watcher
+MB-FT  ✅  Tiered Loop Engine — Working→Fact→Pinned promotion (usage-based scoring)
+R3-04  ✅  Build Anchor Context function (brain-assisted source context for Write/Edit)
+R3-05  ✅  Wire Build Anchor into intercept (merged with brain hits)
+R3-06  ✅  Read tracking for build anchor (compression disabled for non-Claude LLM compatibility)
+R3-07  ✅  Agent Read Interface — gate brain write block (spf_brain_store/brain_index blocked from Stdio)
+R3-10  ✅  FLINT metrics wiring through memory router (hourly write to FLINT_METRICS.txt)
+
+## FLINT Persistence + Learning (transformer_tools.rs 1052 lines)
+SB-1   ✅  stoneshell-brain warnings fixed (cosmetic prefix change)
+CP-1   ✅  Checkpoint save after training (transformer_tools.rs:664-678)
+CP-2   ✅  Checkpoint load on startup (transformer_tools.rs:176-227)
+AT-1   ✅  Auto-train in memory router (flint_memory.rs:606-627 — 1hr/16 signals)
+TM-1   ✅  30-day archive + >80% usage promotion (flint_memory.rs)
+CM-1   ✅  Removed 24hr grace period — compression active from start (Read passthrough preserved)
+
+## Pipeline + API Sessions (src/pipeline.rs 1107 lines)
+PP-1   ✅  Pipeline Protocol — batch submit, chain execution, backpressure
+PP-2   ✅  API Session Layer — full duplex agent-to-agent encrypted sessions
+         Includes: PipelineTask/PipelineResult types, ApiSessionMsg, 14 tests
+
+## Network Pool (src/network.rs 526 lines)
+✅  Full pool management: PoolState, WorkerStatus, ProofOfWork
+✅  NetAdmin orchestrator over iroh QUIC mesh
+✅  Proof of work receipt logged to session.record_manifest_detailed()
+
+## Qwen Compatibility
+QW-1   ✅  Tool prefix aliasing for Qwen LLM compatibility
+QW-2   ✅  Param alias absolute_path → file_path + FL-8 tool definitions
+
+## Infrastructure
+PF-1   ✅  SPF_ROOT env var — configurable base path
+CL-1   ✅  Identity key self-test at boot
+RC-1   ✅  Brain load retry (3 attempts, 2s delay)
+RC-2   ✅  FLINT checkpoint load in serve mode — CONFIRMED persistent (step ≠ 0 on boot)
+LM-1   ✅  LMDB map_size increase + promote dedup fix
+LM-2   ✅  Brain store failure handling in memory router (3 consecutive failures → expire old)
+RG-1   ✅  Remove Python RAG subprocess dependency
+
+## R2 Reliability Fixes
+FIX-1  ✅  Brain store safety in archive_old_pinned
+FIX-2  ✅  Checkpoint interval guard + >0 safety
+FIX-3  ✅  VecDeque for SignalBuffer
+FIX-4  ✅  Vector graduation + forget on promotion
+FIX-5  ✅  4-phase lock restructure (forward on clone, backward, optimizer, adopt)
+FIX-6  ✅  Auto-resolved by FIX-2
+
+## R2 Token Reduction
+TR-D   ✅  Smart Grep/Glob compression (flint_memory.rs)
+
+## Build + Deploy
+BD-1   ✅  Voice module placed in src/voice.rs (pub(crate) mod spf_voice)
+BD-2   ✅  build.rs restored — espeak-ng linker fixed
+BD-3   ✅  Binary rebuilt and deployed
+BD-4   ✅  lib.rs — pub mod flint_memory added
+BD-5   ✅  mcp.rs — memory router spawn wired
+
+## Build Errors Fixed (Session 10)
+BF-1   ✅  mcp.rs: browser/ws_browser_channels/http_port params added to handle_tool_call()
+BF-2   ✅  Cargo.toml: default=[] + voice-stt/voice-tts empty features
+BF-3   ✅  voice.rs: mod spf_voice → pub(crate) mod spf_voice
+BF-4   ✅  mcp.rs: use crate::voice::spf_voice import added
+BF-5   ✅  dispatch.rs: updated call site with 3 new browser params
+Result: 18 errors → 3 → 0, clean build
+
+## Security Audit — Native Claude Tool Block
+SA-1   ✅  .claude.json permissions.block expanded 10 → 26 native tools
+SA-2   ✅  settings.json permissions.deny expanded 5 → 26 native tools
+SA-3   ✅  settings.local.json permissions.deny expanded 5 → 26 native tools
+
+## Security Exceptions (known gaps)
+GAP-1  ⚠️  ChatText → handle_mesh_chat() — no gate routing → SEC-CHAT pending
+GAP-2  ✅  VoiceAudio → handle_mesh_voice() — intentional, audio frames only
+GAP-3  ⚠️  /proxy + /proxy/asset — validate_url SSRF only, bypasses dispatch → WB-2
+GAP-4  ⚠️  /ws/browser — browser commands direct to BrowserSession, no gate/FLINT → SEC-WS
+
+## Security
+SEC-2  ✅  Blocked paths in config.rs
+SEC-3  ✅  Boot integrity check in mcp.rs
+SEC-4  ✅  API key env var in http.rs
+
+## Retired
+MB-A2  ❌  Voice Test (TTS+STT) — replaced by JNI Voice Command Bar
+MB-A4  ❌  Termux Soft-Embed — replaced by Stone Shell Terminal
+MB-T1  ❌  Termux block 1 — retired, replaced by R2
+MB-T2  ❌  Termux block 2 — retired, replaced by R2
+MB-T3  ❌  Termux block 3 — retired, replaced by R2
+
+═══════════════════════════════════════════════════════
+  BLOCKED — Waiting on External Dependencies
+═══════════════════════════════════════════════════════
+BL-1   ❌  Voice STT — PulseAudio has no real audio devices on Termux
+           cpal→PulseAudio→ALSA stack broken — architecture problem
+           TTS works (espeak-ng FFI). STT needs JNI (Stone Shell Terminal)
+
+BL-2   ❌  Stone Shell Terminal — Android APK replaces Termux entirely
+           7 crates, 8-core pipeline, JNI bridge built
+           50 features (P0-P2), ~12,300 lines, ~5,000 already written
+           Ref: TERMINAL/WORK_BLOCKS.md (41 blocks)
+
+═��═════════════════════════════════════════════════════
+  PENDING — Next Work (in priority order)
+═══════════════════════════════════════════════════════
+ #  ID          What                                          Action
+ 1  SEC-CHAT ⬜  Chat /ai cmd routing through dispatch()       src/chat.rs + dispatch.rs
+ 2  SEC-WS   ⬜  /ws/browser security gap (validator + eval)   src/http.rs
+ 3  #43-4    ⬜  Remove pipeline chain system                  pipeline.rs + mesh.rs + framing.rs
+ 4  #43-3    ⬜  spf_status unified health dashboard            src/mcp.rs
+ 5  #43-1    ⬜  network.rs dynamic status strings             src/network.rs (rewritten for pool)
+ 6  #43-2    ⬜  mcp.rs static tool descriptions update        src/mcp.rs
+ 7  CHAT-A   ⬜  Chat protocol upgrade (receipts, rooms)       src/chat.rs
+ 8  CHAT-B   ⬜  Identity layer (names, mDNS, pairing)         src/chat.rs + mesh.rs
+ 9  CHAT-C   ⬜  Web UI (/chat + /ws/chat SPA)                 src/http.rs + chat.rs
+10  CHAT-D   ⬜  TUI frontend (ratatui + crossterm)            src/tui.rs (new)
+11  CHAT-E   ⬜  FLINT as chat participant (/ai cmd)           src/chat.rs + dispatch.rs
+12  CHAT-F   ⬜  QR pairing + invite links (optional)          src/http.rs + chat.rs
+13  MESH-RP  ⬜  Mesh re-pair controller node                  USER ACTION — cert refresh
+14  TR-A     ⬜  CLAUDE.md dedup (~8,000 tokens/session)       USER ACTION — symlinks
+15  TR-B     ⬜  Brain-assisted Build Anchor                   New function in flint_memory.rs
+16  TR-E     ⬜  Build Anchor from brain (extends TR-B)        Workflow change + intercept
+17  TR-C     ⬜  Session file cache (prevent re-reads)         New logic in compress_result
+18  CLONE    ⬜  Test clone SPF + mesh network                 After next build
+19  MB-FC    ⬜  FLINT User CLI                                Separate binary, local socket
+20  MB-FA    ⬜  Agent Read Interface                          Block brain WRITE from Stdio
+21  MB-FM    ⬜  FLINT owns STATUS + WORK_BLOCKS               Auto-update on phase change
+
+═══════════════════════════════════════════════════════
+  REFERENCES
+═══════════════════════════════════════════════════════
+DEPLOY/TRIAD-CMD/BOOT.md           — Agent boot entry point (created 2026-04-14)
+DEPLOY/TRIAD-CMD/STATUS.md         — Canonical STATUS copy in boot folder
+DEPLOY/TRIAD-CMD/MEMORY_TRIAD.md   — Memory system architecture
+DEPLOY/TRIAD-CMD/WORKFLOW.md       — Confidence-graded work blocks
+DEPLOY/TRIAD-CMD/MORAL_FRAMEWORK.md — FLINT moral framework (IMMUTABLE)
+DEPLOY/TRIAD-CMD/README.md         — Boot folder index + load order
+DEPLOY/README.md                   — Full project README (source-accurate)
+DEPLOY/WORK_BLOCKS.md              — Master work block list
+
+## LEARNING PIPELINE — ACTIVE
+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)
+
+## Brain state (verified 2026-04-05 — live)
+Collections: 7 (spf_source 465, flint_training 2013, flint_results 448, default 392,
+               flint_knowledge 49, session_state 4, flint_episodic 2)
+Total docs: 3,371 | Storage: 31.41 MB | Model: all-MiniLM-L6-v2 loaded
+
+## Voice module
+Location: src/voice.rs — pub(crate) mod spf_voice (NOT separate crate)
+TTS:      espeak-ng FFI in-process
+Codec:    Opus static (libopus.a)
+Audio:    cpal + opus-codec
+Libs:     libespeak-ng.so (/usr/lib), libopus.a + liboboe-ext.a (SPFsmartGATE/lib/)
+
+═══════════════════════════════════════════════════════
+  END STATUS
+═══════════════════════════════════════════════════════

LIVE/LMDB5/TRIAD-CMD/WORKFLOW.md

@@ -0,0 +1,116 @@
+# WORKFLOW — Confidence-Graded Work Blocks + SearchSeeker Data Serving
+# Copyright 2026 Joseph Stone — All Rights Reserved
+# Created: 2026-04-05
+# Phase: DRAFT (SearchSeeker design + agent workflow, FLINT excluded from Phase 1)
+
+========================================================================
+  WORK BLOCK LIFECYCLE
+========================================================================
+
+1. AGENT CREATES WORK BLOCK
+   - Reads task → plans → creates work block in WORK_BLOCKS.md
+   - Builds the block (code, docs, config)
+   - Assigns CONFIDENCE SCORE (1-100) REQUIRED
+   - Records reason for score, data gaps, uncertainties
+
+2. CONFIDENCE GATE EVALUATION
+   Score >= 85: PASS — no twin folder needed
+   Score 60-84: REVIEW — twin folder, data served
+   Score < 60:  FAIL — twin folder, urgent data search
+
+3. TWIN FOLDER STRUCTURE
+   WORK_BLOCKS/HH-123/          ← original work block
+   WORK_BLOCKS/HH-123-DATA/     ← SearchSeeker served data (if low confidence)
+
+4. SEARCHSEEKER DATA RETRIEVAL
+   Step 1: BRAIN VECTOR SEARCH (first, local data — LMDB backed vectors only)
+     - Query: work block title, data gaps, files touched
+     - Collections: spf_source, default, flint_results
+     - Deduplicate hits, score by relevance
+
+   Step 2: WEB SEARCH (second, external fill)
+     - If brain gaps remain → spf_web_search + spf_web_fetch
+     - Clean text extraction (no HTML storage)
+
+   Step 3: SERVE TO TWIN
+     - SUMMARY.md — overview, gap count, recommendation
+     - brain_hits.md — brain results grouped by gap
+     - web_results.md — web results
+     - gaps.md — per-gap: query, results, filled/remaining
+
+5. AGENT REVIEW CYCLE
+   After agent completes ALL initial work blocks:
+   - Scan for any *-DATA twin folders
+   - For each: read served data → identify missing info → upgrade block
+   - Re-grade confidence (never lower than original)
+   - If >= 90: RESOLVED
+   - If 75-89: RESOLVED with note (minor risk accepted)
+   - If 60-74: STILL AT RISK — second review needed
+   - If < 60: BLOCKED — needs external input
+
+========================================================================
+  CONFIDENCE SCALCULATION
+========================================================================
+
+Score starts at 100, each verified gap deducts:
+
+  -10  File hasn't been read yet (unread source)
+  -15  Unknown API/interface (can't verify function signatures)
+  -12  No existing pattern to follow (building new from scratch)
+  -8   Potential merge conflict with other work blocks
+  -10  Unknown side effects (downstream impacts not traced)
+
+Capped at 0 minimum, 100 maximum.
+
+Agent MUST record each deduction in the Data Gaps section.
+A score without stated gaps is INVALID.
+
+========================================================================
+  SEARCHSEEKER CONFIGURATION (Phase 1)
+========================================================================
+
+Trigger: Work block confidence < 85 detected
+Sources: Brain vectors (LMDB, local) → Web API (external)
+Output: HH-123-DATA/ folder with structured markdown files
+Agent: Reviews post-completion, upgrades work, re-grades
+
+========================================================================
+  WORK BLOCK FORMAT
+========================================================================
+
+Each block in WORK_BLOCKS.md uses this format:
+
+---
+block_id: HH-123
+title: "Block title"
+confidence: 72
+graded_at: 2026-04-05
+status: draft | in_review | resolved | blocked
+---
+
+### Block HH-123 — Title
+Status: ⬜ PENDING
+Confidence: 72
+Files: src/x.rs
+
+ANALYSIS:
+  [What the block addresses]
+
+CHANGES:
+  [What will be changed, file:line]
+
+WHY:
+  [Why this change is needed]
+
+TRACEBACK:
+  [Full call chain verification]
+
+VERIFY:
+  [How to test]
+RISK: LOW | MEDIUM | HIGH
+Lines: ~N new/modified
+Dependencies: None | Block X
+
+========================================================================
+  END WORKFLOW
+========================================================================