Open Document Spec (ODS) Skill-First AI Context Engine

Make your documents easy for people and AI to understand.

Think of Open Document Spec (ODS) like smart sticky notes for your files. Instead of making AI (like ChatGPT, Claude, or Cursor) read a whole giant folder to answer one question, ODS shows it the exact right page, giving you faster answers while saving up to 94% in AI costs!

Install the direct tool for your terminal (Shell or Cargo) →
ODS Smart Reading List Tool SUPER-FAST < 5MS
$ ods context docs/guide/01-introduction.md
Smart Reading List for [01-introduction.md]:
├── docs/guide/01-introduction.md (Main page)
├── specs/SPEC.md (linked page)
├── docs/guide/05-profiles.md (related page)
└── src/crates/ods-core/src/graph.rs (connected code)
Total Context Size: 4,120 tokens (saves 94% compared to reading all documents)
Annual Savings: 94.97% less cost and faster AI assistant answers
94.97%
Saved in AI Cost

Sends only the exact pages AI needs.

< 5ms
Scanning Speed

Instant context lookup in under 5ms.

17+
AI Tools Supported

ChatGPT, Claude, Cursor & 17+ tools.

100%
Private & Secure

Runs completely local on your machine.

How ODS Works

ODS builds a precise reading list before AI starts processing, eliminating unnecessary context, reducing cost, and improving accuracy.

WITHOUT ODS
AI
Pages Read
1,000 Pages
Text Sent to AI
80,000 Words
Response Time
25.4 Seconds
Cost per Query
$0.25
  • Reads thousands of irrelevant pages
  • High token usage and processing cost
  • Higher risk of context mix-ups and hallucinations
WITH ODS
AI
Pages Read
2 Pages
Text Sent to AI
4,120 Words
Response Time
< 0.3 Seconds
Cost per Query
$0.001
  • Reads only the most relevant pages (2 of 1,000)
  • Up to 95% fewer tokens, dramatically lower cost
  • Deterministic accuracy with laser precision
95% Less Context
94% Lower Cost
85x Faster Response
Higher AI Precision

Install ODS in Seconds

One command. No extensions. No account.
Works with your existing AI assistant.

CHOOSE YOUR AI ASSISTANT
+12 More
01

Ask AI

You prompt your AI assistant

02

Install ODS

ODS loads the smart reading map

03

Read Relevant Pages

AI reads only what matters (<5ms)

04

Get Fast Answers

Accurate answers with 94% less tokens

Estimate Your Team's AI & Cost Savings

Enter your team size and usage to see how much money you can save on AI tools.

Interactive Cost Savings Calculator
Model & Region Selection
Team & Daily Usage Parameters
10 devs
20 prompts
15,576,000 Document Text Saved / Day
$9,735 Estimated Annual Savings
24x Faster Response Speed

Three Easy Steps to Get Started

Get your documents ready for AI in 3 super easy steps (under 2 minutes)!

Step 1
index.md

1. Prepare Your Folder

Run ods init . in your folder. ODS creates a main map file (index.md) so AI knows where to find your files!

$ ods init .
Step 2

2. Get Smart Reading Lists

Ask AI to read a file. ODS picks only the exact right pages in under 5 milliseconds, saving 94% on AI reading costs!

$ ods context doc.md
Step 3

3. Auto-Fix Broken Links

Keep ODS running in the background. If you move or rename any file, ODS automatically repairs all your document links!

$ ods serve

Built for Everyone: Writers, Managers, and Developers

ODS is not just for programmers. Anyone who writes documents, guides, guidelines, or research can use ODS without touching a terminal.

PRD Goals

Product & Business Managers

Connect feature descriptions, goals, and checklists directly to project plans to stay organized.

private

Legal, HR & Compliance

Enforce required policy chapters and hide private files or sensitive data using the simple share: private setting.

Paper Ref A Ref B Cite

Researchers & Academics

Easily map and link citations across your research notes, papers, and projects.

ADR.md init_db()

Engineering & DevOps

Connect your technical plans and guides directly to specific parts of your program code.

⚡ Quick Onboarding

Two Easy Ways to Get Started

Option A • No-Code AI Skill

Use Directly Inside Your AI Assistant

No terminal commands needed. Simply ask your AI assistant (like Claude, Cursor, or Antigravity):

"Install the ODS skill and index my documents folder."
Best for writers, managers, and designers
Option B • Terminal Setup

Quick Direct Tool Setup

Install the fast direct utility command using a single terminal line:

$ curl -fsSL https://opendocify.com/install.sh | bash
Best for developers, pipelines, and CLI users

Vector Search vs ODS Smart Mapping

Why teams prefer ODS over standard vector search tools for linking documentation.

Feature Vector Search (RAG) ODS Document Map
How AI Reads Pages Scrambled snippets (confuses the AI) ✓ Full pages in the exact order they are linked
Text Sent to AI 80,000+ words (unrelated text is included) ✓ 4,100 words (saves ~94% space)
Search Speed Slow (takes up to 1.5 seconds) ✓ Instant (under 5 milliseconds)
Maintenance Cost Expensive database fees ($500+ / month) ✓ $0 (works directly on standard text files)
Moving or Renaming Files Search database breaks and lists out-of-date files ✓ Links are automatically repaired on the spot
Freedom / Portability High lock-in (dependent on database vendor) ✓ Zero lock-in (standard text documents forever)

ODS Document Templates

Pre-structured profiles to keep documents clean and organized.

profile: spec

Technical Specs

Standardize architecture, APIs, and schemas.

## Summary ## Requirements ## Schema
profile: guide

Runbooks & Guides

Clear step-by-step setup and operations.

## Overview ## Prerequisites ## Steps
User Goal Criteria
profile: feature

Product PRDs

Connect user goals to feature plans.

## User Goal ## Acceptance Criteria
profile: note

Decision Records

Track design context, decisions, and impact.

## Context ## Decision ## Impact

Pricing & Tier Options

Open Document Spec core is 100% free and open-source forever under the Apache 2.0 license, with managed cloud and enterprise features coming soon.

PRICING & PRO TIERS COMING SOON
Community Core Free forever
ODS Pro Cloud Coming Soon
Enterprise Team Coming Soon

Open Document Spec core is completely free and open-source under the Apache 2.0 license. Managed cloud synchronization, live team collaboration, and enterprise compliance features are launching soon.

Ready to make your documents easy to read and manage?

Get started with ODS in under 2 minutes.