knowledge-flywheel
CommunityTurn planning into a learning loop that compounds
Authorjmservera
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The knowledge flywheel closes the gap between stateless planning and stateful execution by creating a continuous feedback loop that carries learnings back into the next cycle.
Core Features & Use Cases
- It coordinates Spec Kit planning, Squad execution, and bridge synchronization to preserve decisions, learnings, and constitution updates across cycles.
- It provides the Nap and Sync steps that ensure implementation insights are captured and propagated, reducing repeated mistakes and accelerating learning.
- It enables end-to-end knowledge amplification by enriching future specs with prior learnings and decisions from history.
Quick Start
Run a complete flywheel cycle from specification to synchronization to propagate learnings into the next planning cycle.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: knowledge-flywheel Download link: https://github.com/jmservera/squad-speckit-bridge/archive/main.zip#knowledge-flywheel Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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