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 mss-detectorgit 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/mss-detector)<a href="https://agentmods.dev/skills/kayzaa/k.i.t.-bot/mss-detector"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/mss-detector/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/mss-detector"><img src="https://agentmods.dev/badge/skills/kayzaa/k.i.t.-bot/mss-detector.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 | $0.00500 |
| Opus 5 | $0.00000 | $0.00250 |
| Sonnet 5 | $0.00000 | $0.00100 |
| Haiku 4.5 | $0.00000 | $0.00050 |
Grade A, and why
mss-detector 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 mss-detector — 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 — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
MSS Detector (Market Structure Shift)
Skill #67 - Detect market structure shifts for reversal trading
Overview
Identifies Market Structure Shifts (MSS) - a key concept in Smart Money trading. MSS occurs when price breaks a significant swing high/low, indicating potential trend reversal.
Features
- Swing Detection: Automatic swing high/low identification
- MSS Confirmation: Break + close confirmation for valid shifts
- Liquidity Zones: Identify liquidity sweeps before MSS
- Multi-Timeframe: Detect MSS across different timeframes
- Alert System: Real-time alerts on MSS formation
- AI Confirmation: Optional AI model validation
Usage
# Basic MSS detection
kit skill mss-detector --symbol BTC/USDT --timeframe 15m
# With AI confirmation
kit skill mss-detector --symbol ETH/USDT --ai-confirm true
# Multi-timeframe analysis
kit skill mss-detector --symbol EUR/USD --timeframes 5m,15m,1h
Configuration
mss_detector:
swing_lookback: 10 # Candles to identify swings
confirmation_candles: 1 # Candles to confirm break
ai_confirmation: true # Use AI for validation
min_swing_size: 0.5% # Minimum swing size
liquidity_sweep: true # Detect liquidity grabs
timeframes:
- 15m
- 1h
- 4h
Signals Generated
| Signal | Description | Action |
|---|---|---|
| BULLISH_MSS | Bearish structure broken | Look for longs |
| BEARISH_MSS | Bullish structure broken | Look for shorts |
| MSS_SWEEP | Liquidity sweep + MSS | High probability |
| MSS_FAILED | False break detected | No action |
Integration
Works seamlessly with:
- Order Flow skill (volume confirmation)
- AI Predictor (probability scoring)
- Auto Trader (automated entries)
- Multi-Condition Alert Builder (complex setups)
Smart Money Concepts
- Liquidity Grab: Price sweeps stops before reversing
- Break of Structure (BOS): Initial structure break
- MSS Confirmation: Candle close beyond structure
- Order Block: Entry zone after MSS
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 · 69 lines · 0 tokens per session scan A fe162b3c97c8
mss-detector 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 500 tokens. A static security scan graded it A with 0 findings. It is 100% identical to mss-detector, differing in 0 lines, and is treated as a copy.
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