Home / gemachdao / gdex-skill · GitHub

gdex-hl-anomaly SKILL.md skillA

gdex-hl-anomaly from gemachdao/gdex-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add gemachdao/gdex-skill/gdex-hl-anomaly@git:20261001.846e026

Pins git:20261001.846e026 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: gemachdao/gdex-skill
Path: skills/gdex-hl-anomaly/SKILL.md
Versions recorded: 3
Latest version: git:20261001.846e026, committed Oct 1, 2026
First version recorded: Sep 23, 2026
Size: 4,427 bytes
Repository stars: 4
License: MIT

Scored, time-stamped anomaly events for HyperLiquid perps (oracle divergence, funding extremity, liquidity shock) against per-market learned baselines, with coverage records.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# GDEX: HyperLiquid Anomaly Events

Detects unusual behaviour on the HyperLiquid perpetual markets that GDEX trades, and emits it as
**events** (NDJSON, one record per event), not alerts. Each event says what was unusual, when it
happened, how unusual it was against that market's own recent history, and where to re-derive it.

Standard library only — no API key, no Gemach infrastructure. Reads the public HyperLiquid
`info` endpoint directly.

## When to Use

- Building a risk feed that needs market anomalies with an event time and a score
- Screening HyperLiquid markets for manipulation, oracle stress or liquidity shocks
- Backfilling anomaly history for a window (1h bars reach ~7 months back, 4h ~2 years)

## Run

```bash
python3 scripts/hl_anomaly.py                                   # last 24h, every active core market
python3 scripts/hl_anomaly.py --coins BTC ETH SOL --hours 72
python3 scripts/hl_anomaly.py --start 2025-03-20 --end 2025-03-27 --coins JELLY --interval 1h
```

Output is NDJSON: zero or more `signal_type: "anomaly"` records, then exactly **one**
`signal_type: "anomaly_coverage"` record.

## Categories

| `anomaly_category` | Fires when | Source |
|---|---|---|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add gemachdao/gdex-skill/gdex-hl-anomaly@sha256:04f349f6c8a8ce16

The line at the top of this page pins the label git:20261001.846e026, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_yscghqsc2rxphr4a.svg)](https://markdownregistry.com/a/art_yscghqsc2rxphr4a)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Sep 23, 2026 and Oct 1, 2026, about one every 4 days.

version	committed	commit	size	audit
git:20261001.846e026 latest	2026-10-01	846e026	4,427 B	A	view · diff
git:20260923.1182a9c	2026-09-23	1182a9c	3,433 B	A	view · diff
git:20260923.9f2c117	2026-09-23	9f2c117	3,415 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (4427 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

gemachdao/gdex-skill · 4 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yscghqsc2rxphr4a
GET https://markdownregistry.com/api/v1/resolve?ref=gemachdao/gdex-skill/gdex-hl-anomaly
GET https://markdownregistry.com/api/v1/blob/04f349f6c8a8ce1678eb41093ae6b9cefa031ecf5794694679d2cdf1d2b6faee

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from gemachdao/gdex-skill

gdex-agent-trading SKILL.md skill

gemachdao/gdex-skill · plugins/gdex/skills/gdex-agent-trading/SKILL.md · Default agent flow for trading on GDEX via MCP — status, connect, preview, execute within the user's authority, follow…

git:20261019.d793ca7 · audit A · 4 stars

gdex-authentication SKILL.md skill

gemachdao/gdex-skill · plugins/gdex/skills/gdex-authentication/SKILL.md · Managed-custody authentication — shared API key login, session keypair generation, encrypted computedData payloads…

git:20261019.d793ca7 · audit A · 4 stars

gdex-bridge SKILL.md skill

gemachdao/gdex-skill · plugins/gdex/skills/gdex-bridge/SKILL.md · Cross-chain bridging — get estimates and execute native token transfers between EVM chains, Solana, and Sui via…