aprender-orchestrate 0.29.0

Sovereign AI orchestration: autonomous agents, ML serving, code analysis, and transpilation pipelines
Documentation 
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# Full-capability agent manifest for batuta agent runtime.
#
# Demonstrates all available capabilities and configuration options.
# See: batuta agent validate --manifest examples/agent-full.toml
# See: batuta agent status --manifest examples/agent-full.toml
#
# This manifest grants Memory, Rag, Shell, Compute, and Browser
# capabilities. In sovereign privacy mode, BrowserTool restricts
# navigation to localhost and file:// URLs only.

name = "full-capability-agent"
version = "0.2.0"
description = "Agent with all sovereign capabilities enabled"

[model]
# Option A: explicit local path (forjar-provisioned)
# model_path = "/models/llama-3-8b-q4k.gguf"
#
# Option B: pacha cache (apr pull'd)
# model_path = "~/.cache/pacha/models/meta-llama--Llama-3-8B-GGUF-q4_k_m.gguf"
#
# Option C: auto-pull at startup (Phase 2)
# model_repo = "meta-llama/Llama-3-8B-GGUF"
# model_quantization = "q4_k_m"
max_tokens = 4096
temperature = 0.3
context_window = 8192
system_prompt = """
You are a sovereign AI assistant running on local hardware.
You have access to RAG search, persistent memory, shell commands,
parallel compute tasks, and a headless browser.

Use tools strategically:
- Memory: store and recall facts across conversations
- RAG: search indexed documentation for accurate answers
- Shell: run allowlisted commands (ls, cat, echo, grep, find)
- Compute: execute tasks in parallel for efficiency
- Browser: navigate localhost pages and take screenshots
"""

[resources]
max_iterations = 30
max_tool_calls = 100
max_cost_usd = 0.0  # 0 = unlimited (sovereign = free)

# Granted capabilities (Poka-Yoke: only these tools are accessible)
# Each capability uses [[capabilities]] array-of-tables format.

[[capabilities]]
type = "memory"

[[capabilities]]
type = "rag"

[[capabilities]]
type = "shell"
allowed_commands = ["ls", "cat", "echo", "grep", "find", "wc"]

[[capabilities]]
type = "compute"

[[capabilities]]
type = "browser"

# Privacy tier: Sovereign = local-only, no network egress
privacy = "Sovereign"