Agent skill · Backend & API

quantum-distribution-generator

Use AgentPMT external API to run the Quantum Distribution Generator tool with wallet signatures, credits purchase, or credits earned from jobs.

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill quantum-distribution-generator --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 17 KB
Bundled scripts: none
Path: skills/ai-ml/quantum-distribution-generator/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# AgentPMT Tool Skill: Quantum Distribution Generator ## Tool Summary - Use Cases: Monte Carlo simulations for risk analysis and option pricing, queuing theory modeling with Poisson and exponential distributions, A/B testing and conversion rate analysis using binomial and beta distributions, stochastic process simulation, particle diffusion and Brownian motion modeling, Bayesian inference and prior distribution sampling, financial market random walk simulations, statistical hypothesis testing, reliability engineering and failure time analysis. - Agent Description: Sample from probability distributions (exponential, Poisson, binomial, beta, gamma) with Monte Carlo and random walk simulation support. - Full Description: Statistical distribution sampling and stochastic simulation powered by quantum or pseudo-random sources. Generate samples from common probability distributions including exponential, Poisson, binomial, beta, and gamma, with support for Monte Carlo sampling and multi-dimensional random walks. Configurable parameters for distribution shapes, sample counts, and dimensionality enable flexible statistical modeling and simulation workflows. Use this skill when the user want

What's inside
Steps it walks through
  1. Tool Summary
  2. About AgentPMT
  3. Capability Snapshot
  4. Funding and Credits
  5. Tool Identity
  6. Wallet and Credits Decision
  7. Session and Signature Rules
  8. Action Map For This Skill
  9. Credits Path A: Buy With x402
  10. Credits Path B: Earn Through Jobs
  11. Use This Tool
  12. Product Metadata
  13. Use Cases
  14. Full Description
Ships with 1 file
  • metadata.json
Commands it runs
pip install requests eth-account
Using the CLI quickstart script:
python agentpmt_paid_marketplace_quickstart.py invoke-e2e \
Full marketplace flow: create wallet + buy credits + invoke
python agentpmt_paid_marketplace_quickstart.py market-e2e \
Step 1: Create a wallet
curl -s -X POST https://www.agentpmt.com/api/external/agentaddress \
Step 2: Get session nonce
curl -s -X POST https://www.agentpmt.com/api/external/auth/session \
Step 3: Invoke tool (requires EIP-191 signature — see Python example below)
More from claude-skill-registry
All skills →
About this skill
What does the quantum-distribution-generator skill do?

Use AgentPMT external API to run the Quantum Distribution Generator tool with wallet signatures, credits purchase, or credits earned from jobs.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill quantum-distribution-generator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going