> ## Documentation Index
> Fetch the complete documentation index at: https://docs.10et.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Zero to Intelligence

> From npm install to overnight improvements in under 2 minutes

Get TENET running on your project in under 2 minutes. By tomorrow morning, your codebase will have improved itself.

## Install

```bash theme={null}
npm install -g @10et/cli
```

## Initialize

```bash theme={null}
cd your-project
tenet init
```

This creates:

* `.tenet/config.json` — project configuration
* `.tenet/journal/` — session journals
* `.mcp.json` — MCP server config for your agent
* `CLAUDE.md` — agent instructions
* `knowledge/` — living documents (VISION, THESIS, ARCHITECTURE)

## Setup agents

```bash theme={null}
tenet setup
```

TENET scans your codebase and auto-creates agents with gradient:

```
Detected: TypeScript, 1,414 tests, jest
Created agent: test-coverage (baseline: 12.8%)
Created agent: code-quality (baseline: 0.485)

✓ 2 agents with gradient — ready to improve
```

Each agent gets a TOML config and an eval script that measures a real metric.

## Run your first loop

```bash theme={null}
tenet peter agent test-coverage --rounds 3
```

Watch it work:

```
Round 1  Baseline: 12.8%
         Agent: added 48 test cases for config loader
         After: 13.1% (+0.3%)  KEPT ✓

Round 2  Baseline: 13.1%
         Agent: added tests but broke type checking
         After: 12.9% (-0.2%)  REVERTED ✗

Round 3  Baseline: 13.1%
         Agent: added edge case tests for API client
         After: 13.5% (+0.4%)  KEPT ✓

PR #1 created automatically.
```

## Set up the nightly loop

```bash theme={null}
tenet peter daily
```

Or add to cron:

```bash theme={null}
# Run every night at 2 AM
0 2 * * * cd /path/to/project && tenet peter daily >> .tenet/logs/nightly.log 2>&1
```

## Check results tomorrow

```bash theme={null}
tenet status
```

```
Coverage:     12.8% → 13.5%  overnight
Code quality: 0.485 → 0.51   +3 issues fixed
Tests:        1,414 → 1,493  +79 new

2 PRs merged while you were asleep.
```

## What happens over time

| Week        | What changes                                                                           |
| ----------- | -------------------------------------------------------------------------------------- |
| **1**       | Journals accumulate. Memory indexes patterns.                                          |
| **2**       | Agents remember past decisions. "It recalled that architecture choice from last week." |
| **Month 1** | Policy head trained. Agents try smarter experiments.                                   |
| **Month 3** | World model understands your project. New team members inherit full context.           |