Pm Paper Trade Ops

Community

YichengYang-Ethan

pm-paper-trade-ops

Run, monitor, intervene in and archive paper trading after a strategy has passed backtesting.

Overview

Publisher	YichengYang-Ethan
Repository	`oracle3-prediction-market-agent`
Skill name	`pm-paper-trade-ops`
Stars	502
Forks	59
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository Homepage

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

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/YichengYang-Ethan/oracle3-prediction-market-agent/tree/main/.claude/skills/pm-paper-trade-ops
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/YichengYang-Ethan/oracle3-prediction-market-agent/tree/main/.claude/skills/pm-paper-trade-ops

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

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-paper-trade-ops .claude/skills/pm-paper-trade-ops

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pm Paper 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 Paper 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 Paper 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 Paper Trade Ops

Use this skill when the user asks to run paper trading or to check live behavior without real money.

Preconditions

The strategy passes oracle3 strategy validate ... --json.
There is at least one interpretable backtest or auto-tune result.

Steps

Start paper trading

oracle3 paper run --exchange <polymarket|kalshi|solana|rss> --strategy-ref <strategy_ref> --strategy-kwargs-json '<json>' --duration <seconds> --json
Add --monitor for the live terminal view.

Control the running engine

oracle3 trade status --json
oracle3 trade state --json
oracle3 trade pause --json
oracle3 trade resume --json
oracle3 trade swap --strategy-ref <strategy_ref> --strategy-kwargs-json '<json>' --json
oracle3 trade stop --json

Archive the results

Save the key outputs to data/research/<run_id>/paper/.
Include at least the configuration, a state snapshot and the end-of-run summary.

Hard rules

On any anomaly, pause first; resume or stop only after checking.
Never use live credentials during paper trading.
Every run must be replayable from its configuration (strategy ref, kwargs, duration, exchange).

Frequently asked questions

What does the Pm Paper Trade Ops AI skill do?

Run, monitor, intervene in and archive paper trading after a strategy has passed backtesting.

Why use Pm Paper Trade Ops on TypingMind?

Because you install it once and use it with any model. Pm Paper 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 Paper 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-paper-trade-ops. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Pm Paper 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 Paper Trade Ops?

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

Is the Pm Paper 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.

View all

Openai Docs

openai

OrganizationPopular

Use for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or 'this coding agent' when…

Caveman Explore

Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the exact file or symbol is already named. Returns path:line…

Delegate Work

Delegate user-requested work to an existing Paperclip agent, with a durable task reference and clear execution expectations.

Html Ppt Zhangzara Vellum

nexu-io

OrganizationPopular

A humanities lecture: how Renaissance linear perspective reshaped early cartography — sources, argument, and evidence. Built as a decision-grade academic research deck for faculty, graduate seminar.

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

PM Paper Trade Ops

Preconditions

Steps

Hard rules

Frequently asked questions

Related AI Skills

Set up your own AI workspace now