EveryInc/compound-knowledge-plugin

What it solves

It addresses the problem of "knowledge decay" in professional work, where valuable insights and learnings from past projects are often lost or forgotten. It creates a system where knowledge compounds over time by systematically capturing and reusing learnings across different work cycles.

How it works

The plugin implements a structured loop of commands for Claude Code. It guides the user through a sequence of brainstorming, planning, confidence checking, and execution. Crucially, the /kw:compound command extracts key learnings from a session and saves them as Markdown files with YAML frontmatter in a docs/knowledge/ directory. Subsequent planning phases (/kw:plan) automatically search this directory to surface relevant past insights, ensuring that new work is informed by previous experience.

Who it’s for

Knowledge workers and teams using Claude Code who want to formalize their brainstorming and execution process and build a persistent, searchable knowledge base of project-specific insights.

Highlights

• Structured Workflow Loop: Provides a dedicated pipeline from brainstorming to execution and compounding.
• Automated Knowledge Retrieval: Automatically surfaces past learnings during the planning phase.
• Parallel Review Agents: Employs specialized agents to simultaneously check for strategic alignment and data accuracy.
• Confidence Assessment: Includes a dedicated command to explicitly identify knowledge gaps and recommend actions to close them.
• Git-Friendly Storage: Saves knowledge as plain Markdown files, making them version-controlled and easily searchable.