Polyclaw
chainstacklabs/polyclaw
Trade on Polymarket via split + CLOB execution. An agent skill from chainstacklabs/polyclaw.
Production-grade AI trading agent for cryptocurrency markets with advanced mathematical modeling, multi-layer validation, probabilistic analysis, and zero-hallucination tolerance.
Install Cryptocurrency Trader
$ npx skills add sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills cryptocurrency-trader --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/cryptocurrency-trader .claude/skills/cryptocurrency-trader && 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 "cryptocurrency-trader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/cryptocurrency-trader into .claude/skills/cryptocurrency-trader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cryptocurrency-trader", 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/sundial-org/awesome-openclaw-skills/tree/main/skills/cryptocurrency-traderType 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 sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills cryptocurrency-trader --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/cryptocurrency-trader .agents/skills/cryptocurrency-trader && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cryptocurrency-trader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/cryptocurrency-trader into .agents/skills/cryptocurrency-trader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cryptocurrency-trader", 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 sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills cryptocurrency-trader --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/cryptocurrency-trader .cursor/skills/cryptocurrency-trader && 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 "cryptocurrency-trader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/cryptocurrency-trader into .cursor/skills/cryptocurrency-trader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cryptocurrency-trader", 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/sundial-org/awesome-openclaw-skills.git --path skills/cryptocurrency-trader--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 sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills cryptocurrency-trader --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/cryptocurrency-trader .gemini/skills/cryptocurrency-trader && 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 "cryptocurrency-trader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/cryptocurrency-trader into .gemini/skills/cryptocurrency-trader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cryptocurrency-trader", 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 sundial-org/awesome-openclaw-skills cryptocurrency-traderInstalls 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 sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/cryptocurrency-trader .github/skills/cryptocurrency-trader && 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 "cryptocurrency-trader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/cryptocurrency-trader into .github/skills/cryptocurrency-trader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cryptocurrency-trader", 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 sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills cryptocurrency-trader --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/cryptocurrency-trader .opencode/skills/cryptocurrency-trader && 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 "cryptocurrency-trader" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/cryptocurrency-trader into .opencode/skills/cryptocurrency-trader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cryptocurrency-trader", 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
cryptocurrency-trader- GitHub stars
- 663
- Token cost
- ~2.3k tokens
- SKILL.md length
- 900 words
- Files
- 71 (incl. scripts, references)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
Production-grade AI trading agent for cryptocurrency markets with advanced mathematical modeling, multi-layer validation, probabilistic analysis, and zero-hallucination tolerance.
- Works in 4 steps: Python 3.8+ environment available → Internet connection for real-time market… → Required packages installed: pip install… → …
- Tasks that involve Crypto and DeFi analysis
- SKILL.md covers Purpose, When to Use This Skill, Core Capabilities and Prerequisites, plus 7 more sections
- Runs Python scripts from its folder; calls python and pip
What it does
Cryptocurrency Trader is an agent skill from sundial-org/awesome-openclaw-skills. Production-grade AI trading agent for cryptocurrency markets with advanced mathematical modeling, multi-layer validation, probabilistic analysis, and zero-hallucination tolerance. Implements Bayesian inference, Monte Carlo simulations, advanced risk metrics (VaR, CVaR, Sharpe), chart pattern recognition, and comprehensive cross-verification for real-world trading application.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 72 other files, including scripts and reference files (for example `PRODUCTION_READY_SUMMARY.md`, `__main__.py` and `change_log.md`).
It sits in Business, Finance & HR, covering Crypto and DeFi analysis and Trading and backtesting. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Tasks that involve Crypto and DeFi analysis
- Tasks that involve Trading and backtesting
Example prompts
- “/cryptocurrency-trader”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Python 3.8+ environment available
- Internet connection for real-time market data
- Required packages installed: pip install -r requirements.txt
- User's account balance known for position sizing
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. 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/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
pythonpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
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
Cryptocurrency Trader loads about 2.3k tokens when it runs, and up to ~34k if it reads all its reference files. Until then it costs about 100 tokens; SKILL.md has 900 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 900 words (~2,307 tokens).
“Provide production-grade cryptocurrency trading analysis with mathematical rigor, multi-layer validation, and comprehensive risk assessment. Designed for real-world trading application with zero-hallucination tolerance through 6-stage validation pipeline.”
- name
- cryptocurrency-trader
Files
SKILL.md and 70 other files (scripts, references) in skills/cryptocurrency-trader of sundial-org/awesome-openclaw-skills.
- SKILL.md
- PRODUCTION_READY_SUMMARY.md
- __main__.py
- change_log.md
- config.yaml
- example_usage.py
- llm_trading_assistant.py
- references/advanced-capabilities.md
- references/optimization.md
- references/output-interpretation.md
- references/protocol.md
- references/psychology.md
- references/technical-docs/BACKTESTING_GUIDE.md
- references/technical-docs/BUG_ANALYSIS_REPORT.md
- references/technical-docs/CLAUDE_CODE_USAGE.md
- references/technical-docs/ENHANCEMENTS.md
- references/technical-docs/FIXES_APPLIED.md
- references/technical-docs/ORGANIZATION_REPORT.md
- references/user-guide.md
- … and 52 more
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Cryptocurrency Trader 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 |
|---|---|---|---|---|---|---|
| Cryptocurrency Trader this skillsundial-org/awesome-openclaw-skills | 663 | — | ~2.3k | Automated safety check: Pass | None | |
| Polyclawchainstacklabs/polyclaw | 359 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Okx Cex Marketdex-original/okx-agent-trade-kit | 110 | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Bitget Walletbitget-wallet-ai-lab/bitget-wallet-skill | 246 | — | ~7.6k | Automated safety check: Pass | MIT | |
| Okx Cex Smartmoneydex-original/okx-agent-trade-kit | 110 | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Okx Sentiment Trackerdex-original/okx-agent-trade-kit | 110 | 1 repos | ~3.8k | Automated safety check: Pass | MIT |
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Categories
Questions about Cryptocurrency Trader
What does Cryptocurrency Trader do?
Production-grade AI trading agent for cryptocurrency markets with advanced mathematical modeling, multi-layer validation, probabilistic analysis, and zero-hallucination tolerance. Cryptocurrency Trader is an agent skill from sundial-org/awesome-openclaw-skills. Production-grade AI trading agent for cryptocurrency markets with advanced mathematical modeling, multi-layer validation, probabilistic analysis, and zero-hallucination tolerance.
When should I use Cryptocurrency Trader?
Cryptocurrency Trader fits situations like: tasks that involve Crypto and DeFi analysis; tasks that involve Trading and backtesting.
How do I install Cryptocurrency Trader in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a claude-code`. Or copy the skill folder (skills/cryptocurrency-trader in sundial-org/awesome-openclaw-skills) into .claude/skills/cryptocurrency-trader in your project. Claude Code loads it when a task matches its description.
How do I install Cryptocurrency Trader in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a codex`. Or copy the skill folder (skills/cryptocurrency-trader in sundial-org/awesome-openclaw-skills) into .agents/skills/cryptocurrency-trader in your project. Codex loads it when a task matches its description.
Can I use Cryptocurrency Trader 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 sundial-org/awesome-openclaw-skills --skill cryptocurrency-trader -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cryptocurrency-trader, .gemini/skills/cryptocurrency-trader, .github/skills/cryptocurrency-trader and .opencode/skills/cryptocurrency-trader in your project.
What does Cryptocurrency Trader need to run?
Going by SKILL.md and its folder, Cryptocurrency Trader needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.
Does Cryptocurrency Trader access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Cryptocurrency Trader 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 Cryptocurrency Trader use?
No licence was found for Cryptocurrency Trader or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Cryptocurrency Trader use?
About 2.3k tokens (SKILL.md is roughly 9.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 32k tokens, read only when the agent opens those files.
What are the alternatives to Cryptocurrency Trader?
Skills that share tags, products or a category with Cryptocurrency Trader: Polyclaw (chainstacklabs/polyclaw, 359 stars), Okx Cex Market (dex-original/okx-agent-trade-kit, 110 stars), Bitget Wallet (bitget-wallet-ai-lab/bitget-wallet-skill, 246 stars) and Okx Cex Smartmoney (dex-original/okx-agent-trade-kit, 110 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cryptocurrency Trader?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.