v2.0 — Dual Compression Live

Clear AI.
No Noise.

Compress both directions. Input cleaned. Output compressed.
82% token reduction. Grammar always preserved. Works everywhere.

Try Live Demo → View on GitHub
$ pip install sphinix-prism
0
% token reduction
0
directions compressed
0
8/8 bugs immune
∞
any AI platform
01 // Live Compression Demo

Type. Compress. Ship.

Paste any verbose prompt — PRISM strips the noise and shows what the AI actually needed.

PRISM Input Compressor — Live
Your prompt
After PRISM
Output will appear here...
INTENSITY:
tokens: — → —
token-payload.diff
"The reason your React component is re-rendering is likely because you're creating a new object reference on each render cycle. When you pass an inline object as a prop, React's shallow comparison sees it as a different object every time, which triggers a = new ref = re-render. I'd recommend using Wrap in useMemo. to memoize the object."
React re-render explanation ✦ 68 → 19 tokens (72% saved)
02 // Feature Architecture

Everything you
need to compress.

PRISM compresses both directions. Grammar intact. Works everywhere. Built for everyone, not just devs.

⬇️
Input Compression
865+ filler patterns stripped before sending. Lite removes politeness only. Full removes all hedging and fluff. Ultra removes opinion phrases, verbose prep phrases, totality words. Multi-language: EN, HI, Hinglish, GU, FR, ZH. Auto-learns your patterns over time.
FREE
⬆️
Output Compression
AI responds compressed automatically. Four modes — Lite, Full, Ultra, Smart. Grammar always preserved. No broken English ever.
PRO
🌐
Works in Web UI
Chrome extension works on Claude.ai, ChatGPT, Gemini. Works where you actually chat — no terminal needed.
FREE
📄
Context Compression
Compress CLAUDE.md, system prompts, notes. Saves 30–46% tokens every session start. Rule-based (offline) or API mode (deeper).
PRO
🧩
Prompt Templates
6 pre-built: debug / build / review / explain / plan / compare. Each sets mode and instruction prefix automatically.
PRO
🧠
Smart Adaptive Output
Auto-adapts output compression by content type. CODE questions → ultra compressed answer + full code blocks. CONCEPT questions → full sentences for clarity. DEBUG → exact mode, no guessing. WARNINGS → always full sentences for safety. No other tool has this.
PRO
🔒
100% Private
All compression runs locally. No servers. No telemetry. Auto-learn saved to device only. Zero data leaves your machine.
ALWAYS
🛡️
8/8 Bug Immune
Rule-based engine = no context drift. No PATH_REGEX. Atomic writes. No symlinks. Deterministic activation. All known compression bugs: immune.
BOTH
03 // Token Benchmarks

Real numbers.
Real prompts.

Input compression measured on real-world prompts. No cherry picking.

Prompt Remaining tokens after PRISM (lower = better)
Explain kubernetes pods /prism
9/49 tokens82%
Debug React re-render issue
14/4971%
Build a Flask REST API with auth
18/4963%
How does JWT authentication work
11/4978%
Explain database connection pooling
10/4980%
Review my Python code for issues
21/4957%
05 // Initialize

Get started now.

prism — terminal
PRISM.ai v2.0.0 — Clear AI. No Noise.
Type a prompt below and press Enter to compress it live.
$ pip install sphinix-prism
✓ sphinix-prism v2.0.0 installed
$ prism --output full --intensity ultra "i was wondering if you could explain docker"
[PRISM OUTPUT: FULL] Respond compressed.
Help me explain docker. /prism
18 tokens → 4 tokens (78% saved)
❯ prism
06 // Pricing

Free to start.
Pro when ready.

v1.4.2
Free
$0
Forever. No credit card.
  • ✓Input compression (Full mode)
  • ✓3 modes: Fast / Build / Exact
  • ✓Chrome extension
  • ✓pip CLI
  • ✓Multi-language
  • ✓Live token counter
  • —Output compression
  • —Templates
Download Free
MOST VALUE
v2.0
Pro
$7 / mo
or $49/yr — 4 months free
  • ✓Everything in Free
  • ✓Output compression (Lite/Full/Ultra/Smart)
  • ✓Intensity levels (Lite/Full/Ultra)
  • ✓6 Prompt templates
  • ✓Context file compression
  • ✓Combined input+output mode
  • ✓7-day free trial
Start 7-Day Trial →