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Personal Insight Engine

Personal Insight Engine (PIE) - A strategic analysis tool that scans local session logs (memory/*.md) and extracts 3 strategic insights using LLMs.

9 downloads
Free
Reviewed

PIE (Personal Insight Engine)

Analyze your startup journey by distilling strategic patterns from your memory logs.

Setup

1. Configure API Keys: Ensure you have at least one of these in your .env or system environment:

  • ZHIPU_API_KEY (Default for GLM)
  • GEMINI_API_KEY (Alternative)

2. Dependencies: Requires openai and python-dotenv python packages.

Usage

Run Weekly Review

By default, scans the last 7 days of memory files:

python3 scripts/pie.py

Custom Lookback

Scan a specific number of days (e.g., last 30 days):

python3 scripts/pie.py --days 30

How it works

  1. Discovery: Scans memory/ for recent Markdown files.
  2. Cleaning: Strips JSON metadata and system headers.
  3. Synthesis: Uses LLM to extract 3 core insights (Decision Patterns, Pain Points, Pivots).
  4. Output: Prints a formatted Markdown report.

Developed by Cipher using OpenSpec.

Download

ZIP package — ready to use

Skill Info

Creator
franklu0819-lang
Downloads
9
Published
Mar 15, 2026
Updated
Mar 16, 2026