trader-memory-core

Track investment theses, positions, and postmortem reports for traders.

2|Updated Jun 14, 2026
One-click install
npx skills add https://github.com/IhsanDanish25/claude-trading-skills --skill trader-memory-core-ihsandanish25
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: trader-memory-core
Source: https://github.com/IhsanDanish25/claude-trading-skills/tree/main/skills/trader-memory-core
Command: npx skills add https://github.com/IhsanDanish25/claude-trading-skills --skill trader-memory-core-ihsandanish25

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, jsonschema, uv, fmp_price_adapter, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps traders track investment theses from screening to postmortem, manage positions, and generate structured reports.

Core Features & Use Cases

  • Investment Thesis Tracking: Register, manage, and review investment theses throughout their lifecycle.
  • Position Management: Open, trim, and close positions, with detailed tracking of position sizes and risk.
  • Postmortem Reports: Generate structured postmortem reports with P&L and MAE/MFE analysis.
  • Use Case: Imagine you are analyzing a new stock. Use this Skill to register the thesis, track its performance, and generate a postmortem report after exiting the position.

Quick Start

Use the trader-memory-core skill to register a new thesis for 'AAPL' with the following parameters: --ticker AAPL --thesis_statement "Analyzing Apple's revenue growth potential" --thesis_type "growth_momentum"

Frequently Asked Questions about trader-memory-core

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track investment theses from initial screening to postmortem analysis?

You can track investment theses by registering a thesis statement and ticker, allowing you to manage positions and generate structured postmortem reports with P&L and MAE/MFE analysis throughout the lifecycle.

Can I manage position sizing and risk tracking for my stock trades?

Yes, you can open, trim, and close positions while maintaining detailed tracking of position sizes and risk to ensure your portfolio management workflows remain structured and disciplined.

What is the best way to generate postmortem reports for exited trading positions?

Generating postmortem reports is handled by analyzing your closed positions to produce structured outputs detailing P&L and MAE/MFE metrics, helping you review past investment theses and decisions.

Does position tracking work with the FMP API for real-time price data?

Position tracking operates within a Python environment and optionally integrates the FMP API adapter to pull price data, requiring pyyaml and jsonschema dependencies to manage your investment workflows.

Do I need a Python environment to manage investment theses and position lifecycles?

Yes, you need a Python environment with pyyaml and jsonschema installed to manage investment theses, position tracking, and postmortem analysis workflows effectively.

When should I use a structured thesis management workflow for my trades?

You should use structured thesis management when you need to systematically register investment theses, track position performance against your original thesis statement, and conduct objective postmortem analysis after exiting.