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.
npx skills add kayzaa/k.i.t.-bot --skill correlation-matrixgit clone --depth 1 https://github.com/kayzaa/k.i.t.-botWrote 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.
[](https://agentmods.dev/skills/kayzaa/k.i.t.-bot/correlation-matrix)<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/correlation-matrix"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/correlation-matrix/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.
<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/correlation-matrix"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/correlation-matrix.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00565 |
| Opus 5.5 | $0.00000 | $0.00226 |
| Sonnet 5.5 | $0.00000 | $0.00113 |
| Haiku 4.5 | $0.00000 | $0.00056 |
Grade A, and why
correlation-matrix 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 1mo ago.
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.
This is a copy
100% identical to correlation-matrix — 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.
How it starts
The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Market Correlation Matrix Analyzer
Description
Real-time correlation analysis between assets for portfolio optimization and risk management.
Features
- Rolling Correlation - 20/50/100 day rolling windows
- Cross-Asset Analysis - Stocks vs Crypto vs Forex vs Commodities
- Regime Detection - Detect correlation regime changes (risk-on/risk-off)
- Heatmap Visualization - Visual correlation matrices
- Diversification Scorer - Portfolio diversification quality score
- Beta Calculation - Asset beta to benchmark (SPY, BTC)
- Pair Clustering - K-means clustering of correlated assets
- Stress Testing - Correlation behavior during market stress
Use Cases
- Portfolio Construction - Find uncorrelated assets for diversification
- Risk Management - Monitor correlation breakdown during crises
- Pairs Trading - Identify highly correlated pairs for spread trading
- Regime Trading - Adapt strategy based on correlation regimes
- Sector Rotation - Track sector correlations for rotation strategies
Commands
analyze correlation BTC ETH GOLD SPY --window 30d
correlation heatmap my-portfolio
diversification score my-portfolio
find uncorrelated BTC --min-assets 5
correlation regime --detect
stress test my-portfolio --scenario 2020-covid
beta calculate NVDA --benchmark SPY
cluster assets --method kmeans --k 5
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
| window | string | 30d | Rolling window for correlation |
| method | string | pearson | pearson, spearman, or kendall |
| min_correlation | float | 0.7 | Minimum correlation for pairs |
| max_correlation | float | 0.3 | Maximum for diversification |
| regime_threshold | float | 0.2 | Change threshold for regime detection |
| benchmark | string | SPY | Benchmark for beta calculation |
Outputs
- Correlation matrix (JSON/CSV/visual heatmap)
- Diversification score (0-100)
- Beta values per asset
- Regime change alerts
- Cluster assignments
- Portfolio optimization suggestions
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.
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.
- 1mo ago First seen · 65 lines · 0 tokens per session scan A 75835c6658b3
correlation-matrix is a skill published in the GitHub repository kayzaa/k.i.t.-bot (5 stars, last pushed 8mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 565 tokens. A static security scan graded it A with 0 findings. It is 100% identical to correlation-matrix, differing in 0 lines, and is treated as a copy.
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