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Pm Live Trade Ops

Community
YichengYang-Ethan
pm-live-trade-ops

Run live trading only with explicit user authorization, under strict risk and emergency controls.

Overview

PublisherYichengYang-Ethan
Repositoryoracle3-prediction-market-agent
Skill namepm-live-trade-ops
Stars
502
Forks
59
Bundled files
Instructions only
LicenseApache-2.0
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by YichengYang-Ethan on GitHub. Read the source before you install it.

Installation

Install the Pm Live Trade Ops AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/YichengYang-Ethan/oracle3-prediction-market-agent/tree/main/.claude/skills/pm-live-trade-ops
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/YichengYang-Ethan/oracle3-prediction-market-agent.git /tmp/oracle3-prediction-market-agent
mkdir -p .claude/skills
cp -r /tmp/oracle3-prediction-market-agent/.claude/skills/pm-live-trade-ops .claude/skills/pm-live-trade-ops
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pm Live Trade Ops in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Pm Live Trade Ops on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Pm Live Trade Ops is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

PM Live Trade Ops

Use this skill only when the user explicitly asks for live trading and paper validation is complete.

Gates

  • strategy validate passes.
  • The latest backtest or auto-tune results are acceptable.
  • Recent paper runs behaved stably.
  • The user has explicitly approved starting live trading.

Start commands

  1. Polymarket
  • oracle3 live run --exchange polymarket --wallet-private-key "$POLYMARKET_PRIVATE_KEY" --strategy-ref <strategy_ref> --strategy-kwargs-json '<json>' --json
  1. Kalshi
  • oracle3 live run --exchange kalshi --kalshi-api-key-id "$KALSHI_API_KEY_ID" --kalshi-private-key-path "$KALSHI_PRIVATE_KEY_PATH" --strategy-ref <strategy_ref> --strategy-kwargs-json '<json>' --json

Run control

  • oracle3 trade status --json
  • oracle3 trade state --json
  • oracle3 trade pause --json
  • oracle3 trade resume --json
  • oracle3 trade killswitch --on --json
  • oracle3 trade stop --json

Emergency order

  1. pause first.
  2. Assess positions and open orders.
  3. If needed, killswitch --on.
  4. Finally, stop.

Hard rules

  • Never start live trading without explicit user approval.
  • Never skip paper trading and go straight to live.
  • Every live run keeps an auditable record: time, parameters, state snapshots and every intervention.
  • The MCP server (oracle3-mcp) has no live-trading tools; live trading is only available through this CLI.

Frequently asked questions

What does the Pm Live Trade Ops AI skill do?

Run live trading only with explicit user authorization, under strict risk and emergency controls.

Why use Pm Live Trade Ops on TypingMind?

Because you install it once and use it with any model. Pm Live Trade Ops is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Pm Live Trade Ops in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/YichengYang-Ethan/oracle3-prediction-market-agent/tree/main/.claude/skills/pm-live-trade-ops. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Pm Live Trade Ops?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Pm Live Trade Ops?

As many as you like. As long as a model supports skills, you can use Pm Live Trade Ops with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Pm Live Trade Ops AI skill free?

Yes. It is published on GitHub by YichengYang-Ethan under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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