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Atris — Codebase Intelligence

An MCP server that provides on-demand skill loading for AI coding assistants.

Installable skillMITBy modbenderUpdated Oct 30, 2026
INTENDED FOROpenClawInstall in a listed agent.

instructions.md

---
name: atris-4aca1cb817fe
description: Codebase intelligence — generates structured navigation maps with file:line references so agents stop re-scanning the same files every session. Use when exploring code, answering "where is X?", or onboarding to a new codebase.
version: 1.0.0
requires:
  bins:
    - rg
tags:
  - developer-tools
  - codebase-navigation
  - token-optimization
  - code-map
  - context-management
---

# Atris — Codebase Intelligence

Maintain a structured map of the codebase with exact file:line references. One scan, permanent knowledge. Saves 80-95% of tokens on code exploration.

## Scope

- Use in any repo where you need to navigate code.
- Creates `atris/MAP.md` as the single navigation index.

## MAP-first rule

Before searching for anything in the codebase:

1. Read `atris/MAP.md`
2. Found your keyword → go directly to file:line. Done.
3. Not found → search once with `rg`, then **add the result to MAP.md**

The map gets smarter every time you use it. Never let a discovery go unrecorded.

## First time setup

If `atris/MAP.md` doesn't exist, generate it:

1. Create `atris/` folder in the project root
2. Scan the codebase (rules below)
3. Write the result to `atris/MAP.md`
4. Tell the user: "Built your codebase map at atris/MAP.md."

If `atris/MAP.md` already exists, use it. Regenerate only if the user requests it or the map is clearly stale (references missing files, line numbers way off).

## How to scan

Skip: `node_modules`, `.git`, `dist`, `build`, `vendor`, `__pycache__`, `.venv`, `.env*`, `*.key`, `*.pem`, `credentials*`, `secrets*`

Use ripgrep to extract structure:

```bash
# Key definitions
rg "^(export|function|class|const|def |async def |router\.|app\.|@app\.)" --line-number -g "!node_modules" -g "!.git" -g "!dist" -g "!.env*"

# Route definitions
rg "(get|post|put|delete|patch)\s*\(" --line-number -g "*.ts" -g "*.js" -g "*.py"

# Entry points
rg "listen|createServer|app\.start|if __name__" --line-number
```

## MAP.md structure

```markdown
# MAP.md — [Project Name] Navigation Guide

> Generated by Atris | Last updated: YYYY-MM-DD

## Quick Reference

rg "functionName" path/to/file.ext    # Description (line N)
rg "className" path/to/file.ext       # Description (line N)
```

Extract the top 15-25 most important symbols: entry points, exports, route handlers, main classes, config loaders.

### By-Feature Map

Group code by what it does. Every reference includes exact file path and line numbers.

```markdown
### Feature: User Authentication
**Purpose:** Login, registration, token management
- **Entry:** `src/auth/login.ts:45-89` (handleLogin)
- **Validation:** `src/auth/validate.ts:12-67` (validateToken)
- **Model:** `src/models/user.ts:8-34` (User schema)
- **Routes:** `src/routes/auth.ts:5-28` (POST /login, POST /register)
```

### By-Concern Map

Group by cross-cutting patterns (error handling, logging, auth middleware, etc).

### Critical Files

Flag high-impact files with why they matter and key functions with line numbers.

### Entry Points

How execution flows — dev server startup, request lifecycle, build pipeline.

## Keeping it fresh

Update MAP.md surgically when the codebase changes:

- **New file** → add to relevant section
- **Moved/renamed** → update all references
- **New important function** → add to Quick Reference
- **Deleted file** → remove from map
- **Major refactor** → regenerate affected sections

Small updates, not full regeneration. The map evolves with the code.

## Anti-patterns

- Searching without checking MAP first
- Letting discoveries go unrecorded
- Regenerating the full map when a surgical update would do
- Including secrets, credentials, or .env files in the map
- Guessing file locations instead of using the index

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Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.