Personal Insight Engine (PIE) - A strategic analysis tool that scans local session logs (memory/*.md) and extracts 3 strategic insights using LLMs.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install franklu0819-lang/pieInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Analyze your startup journey by distilling strategic patterns from your memory logs.
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.
By default, scans the last 7 days of memory files:
python3 scripts/pie.py
Scan a specific number of days (e.g., last 30 days):
python3 scripts/pie.py --days 30
memory/ for recent Markdown files.Developed by Cipher using OpenSpec.
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# 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: ```bash python3 scripts/pie.py ``` ### Custom Lookback Scan a specific number of days (e.g., last 30 days): ```bash 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.*
University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-training loops generate per-model SKILL.md documents. Works with Claude Code, OpenClaw, Cursor, Windsurf. No fine-tuning req...
OpenClaw Skill for stock data analysis
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...
macOS WPS Office workflow helper skill for safer document preparation, conversion, export, and compatibility guidance