Agent skill

Hft Quant Expert

by aiskillstore in aiskillstore/marketplace

Quantitative trading expertise for DeFi and crypto derivatives.

No licenceAuto-check passedBusiness, Finance & HR

Install Hft Quant Expert

skills CLI
$ npx skills add aiskillstore/marketplace --skill hft-quant-expert -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aiskillstore/marketplace hft-quant-expert --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/barissozen/hft-quant-expert .claude/skills/hft-quant-expert && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
hft-quant-expert
GitHub stars
430
Used in
2 other repos
Token cost
~360 tokens
SKILL.md length
103 words
Files
2
Skills in repo
1,108
Repo updated
First seen
Licence
None found

At a glance

Quantitative trading expertise for DeFi and crypto derivatives.

  • Works in 4 steps: Define Signal → Size Position → Validate Backtest → …
  • Building trading strategies
  • SKILL.md covers When to Use, Workflow, Quick Formulas and Common Pitfalls
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Hft Quant Expert is an agent skill from aiskillstore/marketplace. Quantitative trading expertise for DeFi and crypto derivatives. Use when building trading strategies, signals, risk management. Triggers on signal, backtest, alpha, sharpe, volatility, correlation, position size, risk.

Its SKILL.md is about 360 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).

It sits in Business, Finance & HR, covering Trading and backtesting and Crypto and DeFi analysis. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • Building trading strategies
  • Risk management

Example prompts

  • “/hft-quant-expert”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Define Signal
  2. Size Position
  3. Validate Backtest
  4. Account for Costs

What it can do on your machine

Read from SKILL.md and the folder at commit ad8daf7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Hft Quant Expert loads about 360 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 103 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~360

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 103 words (~360 tokens).

“Quantitative trading expertise for DeFi and crypto derivatives.”

— opening of SKILL.md by aiskillstore
name
hft-quant-expert

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/barissozen/hft-quant-expert of aiskillstore/marketplace.

  • SKILL.md
  • skill-report.json

Open the folder on GitHubat commit ad8daf7

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Hft Quant Expert next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Hft Quant Expert compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hft Quant Expert this skillaiskillstore/marketplace4302 repos~360Automated safety check: PassNone
Polyclawchainstacklabs/polyclaw3601 repos~2kAutomated safety check: PassApache-2.0
Okx Cex Marketdex-original/okx-agent-trade-kit1091 repos~2.7kAutomated safety check: PassMIT
Bitget Walletbitget-wallet-ai-lab/bitget-wallet-skill245—~7.6kAutomated safety check: PassMIT
Okx Cex Smartmoneydex-original/okx-agent-trade-kit1091 repos~1.4kAutomated safety check: PassMIT
Okx Sentiment Trackerdex-original/okx-agent-trade-kit1091 repos~3.8kAutomated safety check: PassMIT

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Questions about Hft Quant Expert

What does Hft Quant Expert do?

Quantitative trading expertise for DeFi and crypto derivatives. Hft Quant Expert is an agent skill from aiskillstore/marketplace. Quantitative trading expertise for DeFi and crypto derivatives.

When should I use Hft Quant Expert?

Hft Quant Expert fits situations like: building trading strategies; risk management.

How do I install Hft Quant Expert in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill hft-quant-expert -a claude-code`. Or copy the skill folder (skills/barissozen/hft-quant-expert in aiskillstore/marketplace) into .claude/skills/hft-quant-expert in your project. Claude Code loads it when a task matches its description.

How do I install Hft Quant Expert in Codex?

Run `npx skills add aiskillstore/marketplace --skill hft-quant-expert -a codex`. Or copy the skill folder (skills/barissozen/hft-quant-expert in aiskillstore/marketplace) into .agents/skills/hft-quant-expert in your project. Codex loads it when a task matches its description.

Can I use Hft Quant Expert in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill hft-quant-expert -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hft-quant-expert, .gemini/skills/hft-quant-expert, .github/skills/hft-quant-expert and .opencode/skills/hft-quant-expert in your project.

What does Hft Quant Expert need to run?

SKILL.md names no scripts, command-line tools or credentials: Hft Quant Expert is instructions for the agent only. Our summary lists: Python 3.

Does Hft Quant Expert access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Hft Quant Expert safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Hft Quant Expert use?

No licence was found for Hft Quant Expert or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Hft Quant Expert use?

About 360 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Hft Quant Expert?

Skills that share tags, products or a category with Hft Quant Expert: Polyclaw (chainstacklabs/polyclaw, 360 stars), Okx Cex Market (dex-original/okx-agent-trade-kit, 109 stars), Bitget Wallet (bitget-wallet-ai-lab/bitget-wallet-skill, 245 stars) and Okx Cex Smartmoney (dex-original/okx-agent-trade-kit, 109 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hft Quant Expert?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.