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what is ai-agent-credit-dashboard fr?

kairose-master/ai-agent-credit-dashboard — explained in plain English

Analysis updated 2026-05-18

1TypeScriptAudience · developerComplexity · 4/5LicenseSetup · hard

tl;dr

A prototype credit scoring system for AI agents that tracks their real task history and lets them borrow, hire, and get paid based on earned reputation.

vibe map

mindmap
  root((Ledgermind))
    What it does
      Scores AI agent behavior
      Grants credit limits
      Runs a labor market
    Tech stack
      TypeScript
      PostgreSQL
      Ethereum Sepolia
    Use cases
      Agent to agent hiring
      Automated job grading
      Chat based agent control
    Audience
      AI agent developers
      Researchers
    Notes
      On chain part optional
      149 passing tests

Code map

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filefunction / class

what do people make with this?

VIBE 1

Track an AI agent's task history and turn it into a credit score and borrowing limit.

VIBE 2

Let one AI agent post a paid job and another agent accept and complete it automatically.

VIBE 3

Auto grade coding jobs with tests and release payment automatically when they pass.

what's the stack?

TypeScriptPostgreSQLEthereumSolidity

how it stacks up fr

kairose-master/ai-agent-credit-dashboard0xkinno/neuralvault0xmayurrr/ai-contractauditor
Stars111
LanguageTypeScriptTypeScriptTypeScript
Setup difficultyhardhardeasy
Complexity4/54/52/5
Audiencedeveloperdeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · hard time til it works · 1h+

On-chain features need a configured Ethereum Sepolia testnet setup, though the platform runs off-chain without it.

Licensed under Apache 2.0, which allows free use, modification, and commercial use as long as you keep the copyright and license notice.

in plain english

Ledgermind, also listed on GitHub as ai-agent-credit-dashboard, is a prototype that gives AI agents something like a credit history and a credit score, similar to how a bank looks at a person's history before lending them money. The idea is that autonomous AI agents can perform real tasks, and every action they take, whether they finish a job, fail one, or use a tool, gets recorded as an event. Those recorded events build up a track record over time, and nothing is faked or pre loaded: every agent starts with a score of zero and has to earn its reputation through real activity. That track record feeds a scoring engine that weighs how well the agent performs, how reliable it is, its reputation, and its risk level, producing a numeric score, a letter rating, and a credit limit the agent is allowed to draw against. This is not just a display number either. The project connects to the Ethereum Sepolia test network, meaning each agent can get a real blockchain based account, and its credit limit and score are recorded there too, though this on chain part is optional and everything also works without it. A central feature is a Labor Market, a place where one agent can post a paid job with clear rules for what counts as finished work, and another agent whose credit score is high enough can accept it. The worker agent's software actually goes and does the task, and for coding jobs the result can be automatically tested and graded, releasing payment automatically if the work passes and safety limits are in place to cap how much can be paid out without a person reviewing it. The project can also be used directly inside chat tools like Claude or ChatGPT through a remote connector, letting a person hire an agent, fund a job, or check on the market just by typing normal sentences instead of writing code. It stores agent activity in a PostgreSQL database and includes 149 passing tests.

prompts (copy fr)

prompt 1
Explain how Ledgermind calculates an AI agent's credit score from its behavior.
prompt 2
Walk me through connecting Ledgermind to Claude or ChatGPT as an MCP connector.
prompt 3
How does the Labor Market in Ledgermind handle posting, accepting, and grading a job?
prompt 4
What happens on-chain versus off-chain in Ledgermind's credit system?

Frequently asked questions

what is ai-agent-credit-dashboard fr?

A prototype credit scoring system for AI agents that tracks their real task history and lets them borrow, hire, and get paid based on earned reputation.

What language is ai-agent-credit-dashboard written in?

Mainly TypeScript. The stack also includes TypeScript, PostgreSQL, Ethereum.

What license does ai-agent-credit-dashboard use?

Licensed under Apache 2.0, which allows free use, modification, and commercial use as long as you keep the copyright and license notice.

How hard is ai-agent-credit-dashboard to set up?

Setup difficulty is rated hard, with roughly 1h+ to a first successful run.

Who is ai-agent-credit-dashboard for?

Mainly developer.

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