EveryInc

Compound Knowledge Plugin — AI skill for Claude Code

AI community

AI-powered workflows for knowledge work: brainstorm, plan, review, execute, and save learnings.

How to install Compound Knowledge Plugin

This entry records only its repository, not the path inside it, so there is no exact command to give. Open EveryInc/compound-knowledge-plugin and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Compound Knowledge Plugin does

AI-powered workflows for knowledge work: brainstorm, plan, review, execute, and save learnings. The knowledge work equivalent of Compound Engineering.

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README

Compound Knowledge

Workflows for knowledge work that compounds over time. The knowledge work equivalent of [Compound Engineering](https://github.com/EveryInc/compound-engineering-plugin).

Read the story: [How to Build a Command Center That Keeps You Sane](https://every.to/p/the-agent-that-saved-my-brain)

The Loop

/kw:brainstorm   -->  Brain dump, pull references, find the shape
/kw:plan         -->  Structure into an actionable plan
/kw:confidence   -->  Gut-check what you know vs. don't (callable at any point)
/kw:review       -->  Strategic alignment + data accuracy check
/kw:work         -->  Execute the plan, produce deliverables
/kw:compound     -->  Save learnings for next time

Each cycle makes the next one faster. `/kw:plan` searches `docs/knowledge/` for past learnings saved by `/kw:compound`. Knowledge compounds.

Install

Inside a [Claude Code](https://claude.ai/claude-code) session:

/plugin marketplace add EveryInc/compound-knowledge-plugin
/plugin install compound-knowledge

Getting Started

Brainstorm something. A problem, a campaign, notes from a meeting:

/kw:brainstorm I need to figure out our Q2 content strategy

When you're ready to commit to a direction:

/kw:plan

After any meaningful session, save what you learned:

/kw:compound

Next time you brainstorm or plan something related, those learnings surface automatically.

Workflows

Brainstorm

Start here. Paste a meeting transcript, brain dump raw thoughts, or describe a problem. Auto-searches your knowledge base and past plans for relevant context, then extracts key decisions, open questions, constraints, and tensions.

Plan

Structure a brainstorm into an actionable plan. Launches parallel research agents to find past work and saved learnings. Outputs a Pyramid Principle plan (lead with the answer) in three detail tiers — Quick for gut checks, Standard for most plans, Deep for multi-quarter strategies.