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 liquidity-monitorgit 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/liquidity-monitor)<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/liquidity-monitor"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/liquidity-monitor/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/liquidity-monitor"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/liquidity-monitor.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 | $0.00669 |
| Opus 5 | $0.00000 | $0.00334 |
| Sonnet 5 | $0.00000 | $0.00134 |
| Haiku 4.5 | $0.00000 | $0.00067 |
Grade A, and why
liquidity-monitor 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.
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 liquidity-monitor — 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 — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Liquidity Monitor & Order Book Analysis
Description
Real-time order book depth analysis and liquidity monitoring for optimal trade execution.
Features
- Order Book Depth - Track bid/ask depth at multiple levels
- Liquidity Scoring - Rate asset liquidity (A-F grade)
- Spread Analysis - Bid-ask spread monitoring with alerts
- Slippage Estimator - Predict slippage for order sizes
- Whale Detection - Identify large orders/walls
- Imbalance Alerts - Order book imbalance notifications
- VWAP Tracking - Volume-weighted average price
- Execution Quality - Post-trade analysis vs benchmarks
Use Cases
- Optimal Entry - Wait for better liquidity before entry
- Exit Planning - Size exits based on available liquidity
- Market Making - Identify spread opportunities
- Whale Following - Track large order movements
- HFT Signals - Microstructure-based signals
Commands
liquidity check BTC/USDT
orderbook depth ETH/USDT --levels 20
slippage estimate BTC/USDT --size 50000
spread alert BTC/USDT --max 0.1%
whale watch BTC/USDT --min-size 1000000
vwap track SPY --window 1d
execution analyze --trade-id xyz123
liquidity heatmap --top 50
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
| levels | int | 10 | Order book depth levels |
| min_size | float | 10000 | Minimum USD for whale detection |
| spread_alert | float | 0.5% | Alert when spread exceeds |
| imbalance_ratio | float | 2.0 | Bid/ask imbalance threshold |
| update_interval | string | 1s | Real-time update frequency |
| exchange | string | auto | Exchange for order book data |
Liquidity Grades
| Grade | Spread | Depth ($1M) | Description |
|---|---|---|---|
| A+ | <0.01% | >$50M | Institutional grade |
| A | <0.05% | >$10M | Highly liquid |
| B | <0.1% | >$1M | Good liquidity |
| C | <0.5% | >$100K | Moderate |
| D | <1% | >$10K | Thin |
| F | >1% | <$10K | Illiquid - avoid |
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.
- 8d ago First seen · 75 lines · 0 tokens per session scan A 17b6210dad11
liquidity-monitor 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 669 tokens. A static security scan graded it A with 0 findings. It is 100% identical to liquidity-monitor, differing in 0 lines, and is treated as a copy.
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