What is intelligence?

A live market scanner for Hyperliquid altcoin perpetual contracts and HIP-3 markets. It ranks setups such as squeeze fuel, stealth accumulation, coiled spring, and basis flipping, then shows details for selected pairs.

Use it to scan for current setups, inspect one trading pair, review the best timeframe and suggested template, then move from scanning to backtesting and deployment.

It narrows a large market list into ranked candidates and provides context for deciding whether a setup deserves further testing or deployment.

intelligence — Skill for Claude Code by Superior-Trade

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 Superior-Trade/superior-skills --skill intelligence

Clone the repo

git clone --depth 1 https://github.com/Superior-Trade/superior-skills

Made for: Claude Code.

Or install superior-skills, the plugin that ships this one along with the rest of its 31 skills.

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/superior-trade/superior-skills/intelligence/github.svg)](https://agentmods.dev/skills/superior-trade/superior-skills/intelligence)

Your own site

<a href="https://agentmods.dev/skills/superior-trade/superior-skills/intelligence"><img src="https://agentmods.dev/badge/skills/superior-trade/superior-skills/intelligence/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/superior-trade/superior-skills/intelligence"><img src="https://agentmods.dev/badge/skills/superior-trade/superior-skills/intelligence.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 505 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. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found 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	$0.00054	$0.00505
Opus 5	$0.00027	$0.00253
Sonnet 5	$0.00011	$0.00101
Haiku 4.5	$0.00005	$0.00051

Measured 3d ago against content hash 28c09e2e1316, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

intelligence 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 3d 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.

skills/intelligence/SKILL.md · 46 lines

What it actually says

Intelligence

Use Unified API market intelligence to rank current setups and inspect one canonical symbol. Read the returned evidence; never treat a score as advice.

Files in this skill

File	What it covers
`references/api.md`	Unified scan/setup parameters and contract-shaped examples.
`references/workflow.md`	Scan → setup → backtest → deploy workflows.
`references/buckets.md`	Optional strategy lenses for interpreting evidence; these are not Unified response categories.
`references/glossary.md`	How to explain common evidence fields without assuming they are always present.

Route selection

List/ranking question → GET /context/scan. Use bucket=all for an open-ended scan, or alts/hip3 when the user narrows the universe. Use category=all unless they explicitly request momentum, mean_reversion, breakout, or volume. top_n defaults to 10 and must not exceed 50.
Single-symbol question → first resolve a canonical symbol with GET /context/markets, then call GET /context/setup/{symbol} with the URL-encoded canonical value.

Presenting results

State computed_at when the response includes it.
Present the returned symbol, category, and score without renaming them to an older bucket taxonomy.
Cite the exact evidence values returned for each conclusion.
Treat setup fields such as regime, levels, volatility, and funding as optional unless they appear in the response.
Before recommending capital, apply an appropriate strategy lens, run a backtest, and explain the principal risk.

Never manufacture an empty or unavailable scan from training data. Scores are deterministic market computations, not guarantees or a signal service.

Files

What ships with it

4 files 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.

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.

3d ago Changed · +3 lines · -39 tokens per session 28c09e2e1316
9d ago First seen · 43 lines · 93 tokens per session scan A ff48fab9ce07

Subscribe to this mod's changes

intelligence is a skill published in the GitHub repository Superior-Trade/superior-skills (208 stars, last pushed 5d ago), licensed MIT. It adds 54 tokens to every session and 505 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Finance and fintech agent-skills ai-agents algorithmic-trading backtesting hyperliquid trading

tushare

A Python interface for Tushare, a financial data service that provides market and company information for stocks, funds, futures, and digital assets. It returns queried data as pandas tables.

HKUDS/Vibe-Trading · 79 tokens

ashare-pre-st-filter

An A-share China stock risk checker that forecasts whether a company may receive an ST or *ST warning in the next financial year. ST labels are Chinese exchange warnings for companies facing specified financial or regulatory problems.

HKUDS/Vibe-Trading · 89 tokens

correlation-analysis

Correlation and cointegration analysis — co-movement discovery, deep return-correlation analysis, sector clustering, realized correlation, Engle-Granger / Johansen cointegration, half-life, Kalman dynamic hedge ratio, cross-market linkage analysis, and pair-trading signal generation.

HKUDS/Vibe-Trading · 57 tokens

intelligence