kwcompoundlisted
Install: claude install-skill oydxxx/compound-knowledge
# Compound
Close the loop. Extract what you learned and save it where future work will find it.
## When to Use
* After completing a plan, campaign, analysis, or strategy session
* "Compound this session", "Save what we learned", "What should we remember?"
* After a data correction, process fix, or strategic insight
* At the end of any meaningful work session
## Process
### Step 1: Identify learnings
Scan the current session for compoundable insights. Look for:
| Type | Signals |
| --------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------- |
| **Insight** | "We discovered...", surprising finding, counter-intuitive result |
| **Playbook** | Repeatable process that worked, step-by-step that others could follow |
| **Correction** | Wrong assumption fixed, data source clarified, definition updated |
| **Pattern** | Something that keeps recurring, systemic observation |
**Extract 1-3 learnings max.** Quality over quantity. If nothing is worth saving, say so:
> "Nothing from this session seems worth saving as a standalone learning. The work is captured in the plan/deliverables."
For each learning, draft:
```
**Learning:** [One sentence — what we now know]
**Type:** [insight | playbook | correction | pattern]
**Why it matters:** [