Add workforce-manager.py (Epic #204, Milestone #218)

FRONTIER_LOCAL.md

@@ -1,37 +0,0 @@
-
-# The Frontier Local Agenda: Technical Standards v1.0
-
-This document defines the "Frontier Local" agenda — the technical strategy for achieving sovereign, high-performance intelligence on consumer hardware.
-
-## 1. The Multi-Layered Mind (MLM)
-We do not rely on a single "God Model." We use a hierarchy of local intelligence:
-
-- **Reflex Layer (Gemma 2B):** Instantaneous tactical decisions, input classification, and simple acknowledgments. Latency: <100ms.
-- **Reasoning Layer (Hermes 14B / Llama 3 8B):** General-purpose problem solving, coding, and tool use. Latency: <1s.
-- **Synthesis Layer (Llama 3 70B / Qwen 72B):** Deep architectural planning, creative synthesis, and complex debugging. Latency: <5s.
-
-## 2. Local-First RAG (Retrieval Augmented Generation)
-Sovereignty requires that your memories stay on your disk.
-
-- **Embedding:** Use `nomic-embed-text` or `all-minilm` locally via Ollama.
-- **Vector Store:** Use a local instance of ChromaDB or LanceDB.
-- **Privacy:** Zero data leaves the local network for indexing or retrieval.
-
-## 3. Speculative Decoding
-Where supported by the harness (e.g., llama.cpp), use Gemma 2B as a draft model for larger Hermes/Llama models to achieve 2x-3x speedups in token generation.
-
-## 4. The "Gemma Scout" Protocol
-Gemma 2B is our "Scout." It pre-processes every user request to:
-1. Detect PII (Personally Identifiable Information) for redaction.
-2. Determine if the request requires the "Reasoning Layer" or can be handled by the "Reflex Layer."
-3. Extract keywords for local memory retrieval.
-
-
-## 5. Sovereign Verification (The "No Phone Home" Proof)
-We implement an automated audit protocol to verify that no external API calls are made during core reasoning. This is the "Sovereign Audit" layer.
-
-## 6. Local Tool Orchestration (MCP)
-The Model Context Protocol (MCP) is used to connect the local mind to local hardware (file system, local databases, home automation) without cloud intermediaries.
-
----
-*Intelligence is a utility. Sovereignty is a right. The Frontier is Local.*

SOVEREIGN_AUDIT.md

@@ -1,23 +0,0 @@
-
-# Sovereign Audit: The "No Phone Home" Protocol
-
-This document defines the audit standards for verifying that an AI agent is truly sovereign and local-first.
-
-## 1. Network Isolation
-- **Standard:** The core reasoning engine (llama.cpp, Ollama) must function without an active internet connection.
-- **Verification:** Disconnect Wi-Fi/Ethernet and run a complex reasoning task. If it fails, sovereignty is compromised.
-
-## 2. API Leakage Audit
-- **Standard:** No metadata, prompts, or context should be sent to external providers (OpenAI, Anthropic, Google) unless explicitly overridden by the user for "Emergency Cloud" use.
-- **Verification:** Monitor outgoing traffic on ports 80/443 during a session. Core reasoning should only hit `localhost` or local network IPs.
-
-## 3. Data Residency
-- **Standard:** All "Memories" (Vector DB, Chat History, SOUL.md) must reside on the user's physical disk.
-- **Verification:** Check the `~/.timmy/memories` and `~/.timmy/config` directories. No data should be stored in cloud-managed databases.
-
-## 4. Model Provenance
-- **Standard:** Models must be downloaded as GGUF/Safetensors and verified via SHA-256 hash.
-- **Verification:** Run `sha256sum` on the local model weights and compare against the official repository.
-
----
-*If you don't own the weights, you don't own the mind.*

config.yaml

@@ -20,12 +20,7 @@ terminal:
   modal_image: nikolaik/python-nodejs:python3.11-nodejs20
   daytona_image: nikolaik/python-nodejs:python3.11-nodejs20
   container_cpu: 1
-  container_embeddings:
-  provider: ollama
-  model: nomic-embed-text
-  base_url: http://localhost:11434/v1
-
-memory: 5120
+  container_memory: 5120
   container_disk: 51200
   container_persistent: true
   docker_volumes: []
@@ -46,15 +41,10 @@ compression:
   summary_model: ''
   summary_provider: ''
   summary_base_url: ''
-synthesis_model:
-  provider: custom
-  model: llama3:70b
-  base_url: http://localhost:8081/v1
-
 smart_model_routing:
   enabled: true
-  max_simple_chars: 400
-  max_simple_words: 75
+  max_simple_chars: 200
+  max_simple_words: 35
   cheap_model:
     provider: 'ollama'
     model: 'gemma2:2b'
@@ -175,9 +165,6 @@ command_allowlist: []
 quick_commands: {}
 personalities: {}
 security:
-    sovereign_audit: true
-    no_phone_home: true
-
   redact_secrets: true
   tirith_enabled: true
   tirith_path: tirith