personal-insight-enginePersonal Insight Engine (PIE) - A strategic analysis tool that scans local session logs (memory/*.md) and extracts 3 strategic insights using LLMs.
Install via ClawdBot CLI:
clawdbot install franklu0819-lang/personal-insight-engineGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash:generatUses known external API (expected, informational)
googleapis.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Founders use PIE to analyze the past week's memory logs, extracting strategic insights on product pivots, team dynamics, and market feedback. This helps in making data-driven decisions without manual log review.
Investors leverage PIE to scan a startup's anonymized session logs for patterns in execution, risk management, and innovation trends. This provides an objective assessment of the startup's strategic health.
Product managers run PIE on development logs to identify recurring pain points, feature adoption patterns, and user feedback themes. This aids in prioritizing roadmap items and improving product iterations.
Consultants use PIE to analyze client session logs for strategic gaps, operational inefficiencies, and competitive insights. This enables tailored recommendations based on historical data patterns.
Team leads apply PIE to review collaboration logs, extracting insights on communication bottlenecks, project progress, and morale trends. This supports proactive team management and alignment.
Offer PIE as a cloud-based service with tiered subscriptions (e.g., basic, pro, enterprise) based on usage limits and advanced features like custom insight templates. Revenue is generated through monthly or annual fees.
Sell on-premise or private cloud licenses to large organizations, with customization options for specific industries and integration support. Revenue comes from one-time license fees and annual maintenance contracts.
Provide a free version with basic insight generation and limited log scanning, while charging for premium features like extended lookback periods, multiple provider support, and priority support. Revenue is driven by upgrades and add-on sales.
💬 Integration Tip
Ensure API keys are securely stored as environment variables and test with a small set of memory logs first to verify redaction and output quality.
Scored Apr 19, 2026
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