What is ai-score-engine?

An AI scoring tool that rates assets from 0 to 100 using customizable technical, fundamental, and sentiment rules. It can also classify results as long, short, or flat according to thresholds.

Use it to score individual assets, screen watchlists, apply custom models, generate threshold-based signals, and track scores over time.

It combines several types of asset information into one comparable score instead of requiring separate evaluations.

ai-score-engine — Skill for Claude Code and Codex by kayzaa

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add kayzaa/k.i.t.-bot --skill ai-score-engine

Clone the repo

git clone --depth 1 https://github.com/kayzaa/k.i.t.-bot

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/ai-score-engine/github.svg)](https://agentmods.dev/skills/kayzaa/k.i.t.-bot/ai-score-engine)

Your own site

<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/ai-score-engine"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/ai-score-engine/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/ai-score-engine"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/ai-score-engine.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 820 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin 100% copy Near-identical to another mod in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00820
Opus 5	$0.00000	$0.00410
Sonnet 5	$0.00000	$0.00164
Haiku 4.5	$0.00000	$0.00082

Measured 8d ago against content hash 9bad633905a4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ai-score-engine scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (index.ts), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to ai-score-engine — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

src/skills/ai-score-engine/SKILL.md · 135 lines

How it starts

The opening of the file, as written. The whole thing — 135 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI Score Engine

Skill #69 - Quant scoring system (0-100) for any asset

Overview

AI-powered scoring engine that evaluates assets from 0-100 based on customizable rules. Combines technical, fundamental, and sentiment factors into a single actionable score.

Inspired by TradingView's AI trading concepts and quantitative factor models.

Features

Multi-Factor Scoring: Technical + Fundamental + Sentiment
Custom Rules: Define your own scoring criteria
Real-Time Updates: Continuous score recalculation
Batch Screening: Score entire watchlists
Signal Generation: Long/Short/Flat based on thresholds
Historical Tracking: Score evolution over time

Usage

# Score a single asset
kit skill ai-score --symbol BTC/USDT

# Score with custom model
kit skill ai-score --symbol ETH/USDT --model aggressive

# Batch scoring
kit skill ai-score --watchlist crypto_top_20 --sort desc

Configuration

ai_score_engine:
  weights:
    technical: 0.40
    momentum: 0.25
    sentiment: 0.20
    fundamental: 0.15
  
  thresholds:
    strong_buy: 80
    buy: 60
    neutral: 40
    sell: 20
    strong_sell: 0
  
  technical_factors:
    - trend_strength: 15%
    - rsi_position: 10%
    - macd_signal: 10%
    - volume_trend: 5%
  
  momentum_factors:
    - price_momentum: 10%
    - relative_strength: 10%
    - breakout_potential: 5%
  
  sentiment_factors:
    - social_sentiment: 10%
    - news_sentiment: 5%
    - fear_greed: 5%

Score Interpretation

Score	Rating	Signal	Color
80-100	Strong Buy	🟢 LONG	Green
60-79	Buy	🟢 LONG	Light Green
40-59	Neutral	⚪ FLAT	Gray
20-39	Sell	🔴 SHORT	Light Red
0-19	Strong Sell	🔴 SHORT	Red

Example Output

{
  "symbol": "BTC/USDT",
  "score": 73,
  "rating": "Buy",
  "signal": "LONG",
  "breakdown": {
    "technical": 82,
    "momentum": 68,
    "sentiment": 71,
    "fundamental": 65
  },
  "key_factors": [
    "Strong uptrend on 4H",
    "RSI recovering from oversold",
    "Social sentiment bullish",
    "Volume increasing"
  ],
  "confidence": 0.78,
  "last_update": "2026-02-12T05:22:00Z"
}

Read the full file on GitHub · 135 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

index.ts 12 KB runs code

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

8d ago First seen · 135 lines · 0 tokens per session scan A 9bad633905a4

Subscribe to this mod's changes

ai-score-engine is a skill published in the GitHub repository kayzaa/k.i.t.-bot (5 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 820 tokens. A static security scan graded it A with 0 findings. It is 100% identical to ai-score-engine, differing in 0 lines, and is treated as a copy.

Analytics and metrics Finance and fintech ai-agent autonomous-trading binance crypto defi financial-ai

ai-score-engine

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

This is a copy

How it starts

AI Score Engine

Overview

Features

Usage

Configuration

Score Interpretation

Example Output

What ships with it

What this file has done since we first saw it

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