Update a shadow knowledge base with code changes and session insights.
npx skills add https://github.com/microsoft/ShadowFrog --skill shadow-frog-update
Please help me install this Agent Skill. Skill: shadow-frog-update Source: https://github.com/microsoft/ShadowFrog/tree/main/skills/shadow-frog-update Command: npx skills add https://github.com/microsoft/ShadowFrog --skill shadow-frog-update
This Skill ensures that your shadow knowledge base remains current with the latest code changes and insights from your conversations, enabling your AI agent to make more informed decisions.
/shadow-frog-update command to update the shadow knowledge base.High-intent search queries and answers about installing and using this skill.
To keep your shadow knowledge base up-to-date, this Skill detects code changes using git diff, refreshes per-file shadows, and verifies reference integrity automatically. It ensures your AI agent has the latest structural and conversational insights.
A shadow knowledge base stores markdown files containing session insights and conversational knowledge. This Skill extracts unrecorded knowledge from your development sessions and cross-cutting discoveries to inform your AI agent.
Yes, you need git for change detection to update shadow knowledge accurately. The Skill relies on git diff to identify structural changes like added, deleted, or renamed files and refreshes metadata accordingly.
To verify reference integrity and deduplicate discoveries, the Skill checks cross-references and structural elements while removing duplicates. It applies staleness rules and discovery writing guidelines to maintain knowledge accuracy.
The best way to handle structural changes is running the Skill's update command, which manages added, deleted, and renamed files in the shadow. It refreshes metadata and ensures cross-references remain consistent.
blueskies1818Manage a markdown-based knowledge base with ingestion, querying, and auditing.
kwcantrellGuide AI agent design and implementation with evidence-based lifecycle knowledge.
om-ashish-soniIngest, organize, and rebalance local Markdown knowledge bases for agent consumption.
MFS-codeAudit markdown documentation against code diffs and update release notes.