Backtrader
agiprolabs/claude-trading-skills
Event-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and custom indicators
Router skill for LLMQuant hedge-fund and PM strategy workflows.
Install Llmquant Strategies
$ npx skills add LLMQuant/skills --skill llmquant-strategies -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LLMQuant/skills llmquant-strategies --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/llmquant-strategies .claude/skills/llmquant-strategies && rm -rf skills-srcUse ~/.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/
Install the "llmquant-strategies" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-strategies into .claude/skills/llmquant-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-strategies", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/LLMQuant/skills/tree/master/skills/llmquant-strategiesType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add LLMQuant/skills --skill llmquant-strategies -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LLMQuant/skills llmquant-strategies --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/llmquant-strategies .agents/skills/llmquant-strategies && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "llmquant-strategies" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-strategies into .agents/skills/llmquant-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-strategies", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add LLMQuant/skills --skill llmquant-strategies -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LLMQuant/skills llmquant-strategies --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/llmquant-strategies .cursor/skills/llmquant-strategies && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "llmquant-strategies" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-strategies into .cursor/skills/llmquant-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-strategies", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/LLMQuant/skills.git --path skills/llmquant-strategies--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add LLMQuant/skills --skill llmquant-strategies -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LLMQuant/skills llmquant-strategies --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/llmquant-strategies .gemini/skills/llmquant-strategies && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "llmquant-strategies" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-strategies into .gemini/skills/llmquant-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-strategies", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install LLMQuant/skills llmquant-strategiesInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add LLMQuant/skills --skill llmquant-strategies -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/llmquant-strategies .github/skills/llmquant-strategies && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "llmquant-strategies" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-strategies into .github/skills/llmquant-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-strategies", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add LLMQuant/skills --skill llmquant-strategies -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LLMQuant/skills llmquant-strategies --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LLMQuant/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/llmquant-strategies .opencode/skills/llmquant-strategies && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "llmquant-strategies" agent skill from https://github.com/LLMQuant/skills/tree/master/skills/llmquant-strategies into .opencode/skills/llmquant-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "llmquant-strategies", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
llmquant-strategies- GitHub stars
- 229
- Used in
- 1 other repo
- Token cost
- ~559 tokens
- SKILL.md length
- 203 words
- Files
- 9 (incl. scripts, assets)
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- MIT
At a glance
Router skill for LLMQuant hedge-fund and PM strategy workflows.
- Works in 5 steps: Identify strategy type, universe,… → Select the closest workflow below. → Open only the selected workflow and… → …
- The user needs equity long/short
- SKILL.md covers Routing Rules, Workflow Index and LLMQuant Data Contract
- Multi-strategy playbooks
What it does
Llmquant Strategies is an agent skill from LLMQuant/skills. Router skill for LLMQuant hedge-fund and PM strategy workflows. Use when the user needs equity long/short, long-biased, event-driven, macro, quant, or multi-strategy playbooks.
Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and assets (for example `workflows/equity-long-short.md`, `workflows/event-driven.md` and `workflows/long-biased.md`).
It sits in Backend & APIs, covering Event-driven systems and Trading and backtesting. The repository describes itself as: Reusable Skills for LLMQuant Agent, Claude Code, Claude.ai, Cursor, Hermes Agent, OpenClaw and Codex, grounded in LLMQuant Data. The licence is MIT.
When your agent uses it
- The user needs equity long/short
- Multi-strategy playbooks
Example prompts
- “/llmquant-strategies”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Identify strategy type, universe, mandate, horizon, benchmark, and risk budget.
- Select the closest workflow below.
- Open only the selected workflow and local resources explicitly referenced by that workflow.
- Use LLMQuant Data for market, macro, filings, holdings, factor, event, options, and risk inputs.
- Report data windows, as-of dates, stale notices, and unsupported coverage.
What it can do on your machine
Read from SKILL.md and the folder at commit 1918237. 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
Ships 1 file in scripts/, which the agent can run.
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
Llmquant Strategies loads about 559 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 203 words of instructions outside code blocks.
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); the scripts in this folder are not scanned.
SKILL.md
The full file from LLMQuant/skills at commit 1918237, republished under its MIT licence (© LLMQuant). 203 words, ~559 tokens.
Download SKILL.mdSave it as
.claude/skills/llmquant-strategies/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.- name
- llmquant-strategies
- description
- Router skill for LLMQuant hedge-fund and PM strategy workflows. Use when the user needs equity long/short, long-biased, event-driven, macro, quant, or multi-strategy playbooks.
- input_data_source
- LLMQuant Data
- category
- strategies
LLMQuant Strategies
This category routes hedge-fund and portfolio-manager strategy playbooks.
Routing Rules
- Identify strategy type, universe, mandate, horizon, benchmark, and risk budget.
- Select the closest workflow below.
- Open only the selected workflow and local resources explicitly referenced by that workflow.
- Use LLMQuant Data for market, macro, filings, holdings, factor, event, options, and risk inputs.
- Report data windows, as-of dates, stale notices, and unsupported coverage.
Workflow Index
| User intent | Workflow |
|---|---|
| Fundamental paired-book construction and factor-aware hedging. | workflows/equity-long-short.md |
| Concentrated long-biased ownership with structural hedges. | workflows/long-biased.md |
| Merger arb, spin-offs, activism, restructurings, and special situations. | workflows/event-driven.md |
| Cross-asset macro regime trading. | workflows/macro.md |
| Systematic strategy research, backtesting, overfitting control, and execution discipline. | workflows/quant.md |
| Pod-style capital allocation and unified risk budgeting. | workflows/multi-strategy.md |
LLMQuant Data Contract
Prefer LLMQuant Data when available. The workflows may need these data capabilities:
- Retrieve prices, fundamentals, filings, macro indicators, options context, ETF holdings, factor exposures, event feeds, borrow context, and backtest inputs.
- Capture strategy mandate, universe, benchmark, time horizon, risk budget, liquidity, and sizing constraints.
- Report data windows, as-of dates, stale notices, unsupported coverage, and assumptions.
Fallback:
- If a strategy workflow needs unavailable factor, borrow, event, or backtest data, name the missing input and continue only with retrieved or user-provided evidence.
© LLMQuant, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 8 other files (scripts, assets) in skills/llmquant-strategies of LLMQuant/skills.
- SKILL.md
- assets/.gitkeep
- scripts/.gitkeep
- workflows/equity-long-short.md
- workflows/event-driven.md
- workflows/long-biased.md
- workflows/macro.md
- workflows/multi-strategy.md
- workflows/quant.md
Open the folder on GitHubat commit 1918237
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in LLMQuant/skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Llmquant Strategies 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Llmquant Strategies this skillLLMQuant/skills | 229 | 1 repos | ~559 | Automated safety check: Pass | MIT | |
| Backtraderagiprolabs/claude-trading-skills | 410 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Cryptofeed2025Emma/vibe-coding-cn | 23k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Backtestinggauss314/skills | 247 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Polymarket2025Emma/vibe-coding-cn | 23k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Bankr SignalsaAAaqwq/AGI-Super-Team | 105 | 2 repos | ~3.3k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Llmquant Strategies
What does Llmquant Strategies do?
Router skill for LLMQuant hedge-fund and PM strategy workflows. Llmquant Strategies is an agent skill from LLMQuant/skills. Router skill for LLMQuant hedge-fund and PM strategy workflows.
When should I use Llmquant Strategies?
Llmquant Strategies fits situations like: the user needs equity long/short; multi-strategy playbooks.
How do I install Llmquant Strategies in Claude Code?
Run `npx skills add LLMQuant/skills --skill llmquant-strategies -a claude-code`. Or copy the skill folder (skills/llmquant-strategies in LLMQuant/skills) into .claude/skills/llmquant-strategies in your project. Claude Code loads it when a task matches its description.
How do I install Llmquant Strategies in Codex?
Run `npx skills add LLMQuant/skills --skill llmquant-strategies -a codex`. Or copy the skill folder (skills/llmquant-strategies in LLMQuant/skills) into .agents/skills/llmquant-strategies in your project. Codex loads it when a task matches its description.
Can I use Llmquant Strategies 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 LLMQuant/skills --skill llmquant-strategies -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/llmquant-strategies, .gemini/skills/llmquant-strategies, .github/skills/llmquant-strategies and .opencode/skills/llmquant-strategies in your project.
What does Llmquant Strategies need to run?
SKILL.md names no scripts, command-line tools or credentials: Llmquant Strategies is instructions for the agent only.
Does Llmquant Strategies 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 Llmquant Strategies 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Llmquant Strategies use?
Llmquant Strategies is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Llmquant Strategies use?
About 559 tokens (SKILL.md is roughly 2.2k 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 Llmquant Strategies?
Skills that share tags, products or a category with Llmquant Strategies: Backtrader (agiprolabs/claude-trading-skills, 410 stars), Cryptofeed (2025Emma/vibe-coding-cn, 23k stars), Backtesting (gauss314/skills, 247 stars) and Polymarket (2025Emma/vibe-coding-cn, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Llmquant Strategies?
LLMQuant (a GitHub organization) maintains it in LLMQuant/skills, which has 229 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on May 30, 2026.
Source: LLMQuant/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.