92% Less Context. Same Output.

Fewer tokens. Faster output.

Progressive Disclosure loads only what matters. 92% smaller prompts. 12x faster responses.

90% Smaller Context

Same quality. 10x less input.

12x Faster Responses

Less in, faster out. Simple math.

Peak Efficiency

More output per token. Every time.

Progressive Disclosure Technology

Calculate Your Performance Boost

See how much context reduction and speed improvement you get with Progressive Disclosure

Configure Your Usage

Optimize Rust code for zero-copy architectures

1/day50/day

Example Use Case

Analyzing and optimizing a 500-line Rust module

Token Usage Comparison

Traditional Prompt12,500 tokens
Progressive Disclosure980 tokens
92.2% Context Reduction

Performance Boost

Context Reduction92.2%

12,500 980 tokens

Response Speed12.8x faster

92% faster response time

Tokens Saved Per Use11,520

Every single request

Token Efficiency

57.6K

Saved Daily

1267.2K

Saved Monthly

Time Savings

19.2m

Per Day

7.0h

Per Month

Faster responses mean more productive work

Boost Your AI Performance

Join developers getting 12.8x faster responses

How Progressive Disclosure Works

Instead of sending entire codebases or documentation in every prompt, Progressive Disclosure skills intelligently load only the relevant context needed for each step. This results in 88-92% smaller context while maintaining the same quality output.

Real Numbers. Real Savings.

👤

Solo Developer

Building a SaaS product

10 skill uses per day
Claude Sonnet 3.5
Tokens Saved Daily115K
Response Boost12.7x faster
👥

5-Person Team

Web3 startup

25 skill uses per day (total)
Mix of Sonnet & Opus
Tokens Saved Daily288K
Response Boost11.3x faster
🏢

20-Person Agency

Full-service development

100 skill uses per day
Heavy Opus usage
Tokens Saved Daily1.15M
Response Boost10.8x faster
🏗️

Enterprise Team

Large-scale platform

500+ skill uses per day
Opus for complex workflows
Tokens Saved Daily5.75M
Response Boost12.1x faster

How It Works

Traditional

Sends everything. Every time. 12,500 tokens per request.

// Sends 12,500 tokens
- Full codebase (8,000 tokens)
- All documentation (3,200 tokens)
- Examples (800 tokens)
- Your question (500 tokens)
Progressive

Loads only what matters. 980 tokens. Same output quality.

// Sends 980 tokens
- Relevant code snippet (400 tokens)
- Key docs section (350 tokens)
- Focused example (130 tokens)
- Your question (100 tokens)

The Result

92%

Context Reduction

12.7x

Faster Responses

100%

Quality Output