keep-learningv0.0.2

A developer joins a project and uses the skill to learn the local codebase. The skill extracts key concepts, domain knowledge, and documentation from Markdown and code files, building a memory of the project's architecture and best practices. The developer can then query this memory for quick understanding.

A research team lead maintains a local directory of papers, notes, and code implementations. By triggering 'keep learning', the skill scans the directory, extracts core conclusions and methodologies, and stores them in agent memory. Team members can later access this knowledge for reference without re-reading entire documents.

An individual keeps a personal wiki of notes, tutorials, and code snippets on their local machine. The skill periodically scans the wiki, creates a knowledge index, and surfaces relevant memories during conversations. This helps the learner recall information from past study sessions.

A team uses a shared git repository for documentation and code. The skill detects git changes, pulls updates, and incrementally learns only modified files. This keeps the agent's memory synchronized with the team's evolving knowledge base, enabling consistent support across team members.

A technical writer or project manager can regularly run the skill on a project directory to generate a learning report. This report lists new L1 memories and updated knowledge index, providing a high-level summary of what's new in the repository. It helps in tracking documentation completeness and identifying gaps.

The basic skill is free and open-source, enabling local knowledge learning. A premium tier offers enhanced memory deduplication, larger memory limits, and cloud-synced knowledge index across devices, generating revenue through subscriptions.

Offer the skill as part of an enterprise AI assistant package with dedicated support, custom integrations, and compliance features. Companies pay a license fee per seat for secure internal knowledge management without data leaving their infrastructure.

Provide a managed service that runs the skill on user's repositories (with permission) and sends regular digests of new knowledge, outdated memories, and change summaries. Users pay a subscription for monitoring, alerting, and analytics dashboards.