Skill Optimizer, by Agentic Dojo

Better instructions. Better AI results. Lower cost.

Paste in any prompt or AI skill. See which parts are weak, and get a sharper version that does the same job with fewer words.

LIVE PROMPT COMPARISON -58% TOKENS · 0 DRIFT
BEFORE (UNCHECKED) 142 WORDS

"You are a very helpful assistant that knows a lot about marketing. Please take a look at the data I will provide and write a comprehensive, friendly weekly summary report..."

⚠ Vague framing, filler words, predictable prompt drift.
Cost per 1k runs: $4.26
OPTIMIZED (SHARP) 48 WORDS

"Extract: weekly reach, CAC, spend vs target. Return markdown table with delta columns and 3 bullet highlights. Flag variance >10%."

✓ Deterministic output, structured schema, zero filler.
Cost per 1k runs: $1.44 (-66%)
Every sentence gets a score. Weak parts and empty words light up.
The Quality Problem

Your AI is only as good as the instructions you give it

Most prompts are written once and never checked. They're long, vague and full of filler. The AI gets confused, the results vary, and you pay for every extra word it reads.

The Assembly Pipeline

How It Works

From bloated instruction to production-ready skill in three automated stages.

01 RAW INPUT

Paste Your Prompt

Add an existing prompt, upload a skill file, or paste a GitHub repo link. Zero setup overhead.

RAW_PROMPT.MD 142 WORDS

"You are a very helpful assistant that knows a lot about marketing. Please analyze the data..."

.MD .YAML GITHUB
Plain text, markdown, or YAML content_paste
02 AI TELEMETRY

Live Diagnostic Audit

Every sentence is evaluated. Vague phrasing, token waste, and hallucination triggers light up in real time.

warning DRIFT RISKS DETECTED SCORE: 38/100
"You are a very helpful assistant..."
⚠ Filler words · 58% tokens wasted
COST: $4.26 / 1k runs
PRECISION: POOR
Token waste & drift analysis speed
03 COMPILED OUTPUT

Deploy Refined Skill

Receive a hardened, deterministic rewrite that locks down behavior, cuts costs, and outputs strict schemas.

check_circle OPTIMIZED_SKILL.MD SCORE: 96/100

"Extract: CAC, LTV, churn delta. Return markdown table with delta columns and 3 highlights."

-58% TOKENS
$1.44 / 1k
0% DRIFT
Export in Markdown, JSON, or YAML download
Outcomes

What You Get

More Consistent Results (Kyudo Bullseye)
DETERMINISTIC OUTPUTS

More Consistent Results

Clear instructions mean the AI does the same good job every time, eliminating revision churn, output variance, and hallucinations.

0% DRIFT RISK 100% REPEATABLE
Lower AI Costs (Bonsai Pruning Shears)
TOKEN EFFICIENCY

Lower AI Costs

Shorter instructions use fewer tokens, so each run costs significantly less across your team's Claude and OpenAI API accounts.

-58% TOKEN OVERHEAD $1.44 / 1K RUNS
Skills Your Whole Team Can Share (Dojo Scroll Codex)
SHARED REPOSITORY

Skills Your Team Can Share

Improve a prompt once and everyone in the agency gets the better version in a standardized, centralized team skill library.

AGENCY-WIDE SYNC 15 TO 200 PEOPLE
Transparent Pricing

Simple, Real Plans

Start free. Upgrade to Pro for high volume or Lifetime access.

FREE
$0

For trying it out

  • ✓ Basic prompt analysis
  • ✓ Daily usage limit
  • ✓ Standard processing speed
  • ✓ Community documentation
RECOMMENDED
PRO
$9/month

For individuals and small teams

  • ✓ 500 credits a month
  • ✓ Faster processing engine
  • ✓ Full exports (PDF, Markdown, JSON)
  • ✓ Support within 24 hours
  • ✓ Bring your own AI key if you need more
Cancel anytime. 30-day guarantee on Lifetime.
BUSINESS
$29/seat/mo

For agencies with client privacy rules

  • ✓ Everything in Pro
  • ✓ Zero data retention (no prompts stored)
  • ✓ Shared team workspaces & skill library
  • ✓ Single sign-on (SSO)
  • ✓ Central admin billing controls
hub Scaling Your Fleet

Running more than a few AI agents?

Skill Optimizer makes each set of instructions better. As your agency scales, step into the full Agentic Dojo ecosystem.

01 · YOU ARE HERE auto_fix_high
SINGLE SKILL LEVEL

Skill Optimizer

Audit and rewrite individual prompts to cut token waste by 58%, enforce output schemas, and eliminate model drift.

CURRENT PAGE ACTIVE
02 · GOVERN THE FLEET security
MULTI-AGENT CONTROL LAYER

Purko Platform

See every agent across your agency on one screen. Set permission gates on client files and cap token spend before the bill arrives.

03 · TRANSFORM THE AGENCY architecture
STRATEGY & DEPLOYMENT

Dojo Consulting

Benchmark your agency's workflows in 3 minutes, uncover hidden operational bottlenecks, and build custom production systems.

FAQ

Common Questions

What counts as a credit?

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One credit covers a complete prompt analysis or automated optimization rewrite. If you bring your own AI API key, unlimited processing is supported.

Which AI tools does it work with?

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Any prompt or skill written for Claude, ChatGPT, Cursor, Gemini, Copilot, or similar LLM tools.

Do you keep my prompts?

add

On Business, zero data is stored—prompts are processed in memory and discarded. On Free and Pro, see our Privacy Policy.

What happens when the Lifetime Pass sells out?

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New users pay $9 a month. Lifetime owners keep their pass permanently with full access to future updates.

See what's weak in your prompts in 2 minutes

Paste in your first prompt. Get a cleaner, cheaper, more consistent version instantly.

Start free