Technical Reference

DOCUMENTATION

Complete technical reference for NARE CLI. Autonomous coding agent with verified reasoning.

77%

Token Reduction

5.2x

Faster Execution

$0.35

Cost per Task

Getting Started

Install NARE CLI and run your first autonomous task in under 2 minutes.

# Install via pip

pip install narecli

# Run your first task

nare "analyze this codebase and suggest optimizations"

Read full guide →

Architecture

Proprietary 5-tier routing engine: FAST → REFLEX → COMPILED → HYBRID → SLOW.

FAST / REFLEX

0-token retrieval from HNSW/Episodic memory

HYBRID

Memory-assisted delta reasoning (80% token savings)

SLOW

Full verified synthesis with AST-oracle validation

Deep dive →

Memory System

Episodic memory with semantic search. Stores task history, code patterns, and verified solutions.

SQLite + Vector Embeddings

sentence-transformers for semantic search

Automatic Skill Compilation

Learns from successful tasks

Context-Aware Retrieval

Cosine similarity matching

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API Reference

Complete tool reference for building autonomous agents.

apply_hunks

Unified diff application

find_function

Smart code search

compile_skills

Pattern extraction

batch_edit

Bulk file operations

Full API docs →

CLI Usage

Command-line interface for autonomous coding tasks.

# Simple task

nare "fix the bug in auth.py"

# Multi-file refactor

nare "refactor the API layer to use async/await"

CLI reference →

NARE Field

Proprietary reasoning engine for high-integrity autonomous systems and cognitive continuity.

Explore Field Protocols →