feat(principles): rename continuous-improvement to eager-evolution

.claude/command-templates/close-issue.md

@@ -19,7 +19,7 @@ When following the procedure:
 ## Final Step: Retro
 Let's retro this context and wring out the gleanings.
 
-{{ INJECT:principles/continuous-improvement.md }}
+{{ INJECT:principles/eager-evolution.md }}
 
 **Consider capturing any ghost procedures** that emerged during this work - see [Procedure Creation](knowledge/procedures/procedure-creation.md).
 

.claude/command-templates/retro.md

@@ -1,10 +1,10 @@
 ---
 name: retro
-description: Mine gleanings through continuous improvement principle
+description: Mine gleanings through eager evolution of living systems
 ---
 
 Timeout - let's retro this context and wring out the gleanings.
 
-{{ INJECT:principles/continuous-improvement.md }}
+{{ INJECT:principles/eager-evolution.md }}
 
 You drive - I'll support with observations when you ask.

knowledge/principles/README.md

@@ -7,7 +7,7 @@ Foundational truths that guide development across all projects.
 
 ## Operating Principles
 - `ai-provider-agnosticism.md` - **Crisis-Proven**: Interchangeable AI providers for service outage resilience
-- `continuous-improvement.md` - Extract gleanings from every experience for systems strengthening
+- `eager-evolution.md` - **Living System**: Eagerly seeks to evolve, self-heal, and fit like a well-worn glove
 - `invent-and-simplify.md` - Constant reinvention and simplifying assumptions
 - `no-leaks.md` - Keep company details private while enabling rich AI context via gitignored documentation
 - `ose.md` - Outside and Slightly Elevated perspective for clear decision-making

knowledge/principles/eager-evolution.md

@@ -0,0 +1,51 @@
+# Eager Evolution
+
+The principle that systems should be **programmed to learn and get better** - creating a living organism that eagerly seeks to evolve, self-heal through feedback loops, and fit its owner like a well-worn glove.
+
+**Not just improving, but actively hunting**: This isn't passive continuous improvement from a management textbook. This is about creating systems with their own metabolism for growth - ones that mirror and amplify your own learning mindset.
+
+## The Living System
+
+Our dotfiles aren't just configuration - they're a **living system** that:
+
+- **Eagerly seeks to evolve** - Actively hunting for ways to get better, not waiting for problems
+- **Self-heals through feedback loops** - MCP error reporting, retros, ghost procedure capture
+- **Mirrors your strengths** - Reflects your own mindsets about learning and growth
+- **Fits like a well-worn glove** - Custom-tailored to how you actually work
+- **Programs itself to learn** - Each experience adds to its intelligence
+
+## Evidence Throughout the Codebase
+
+This principle manifests everywhere:
+- **MCP Error Reporting** → Self-healing feedback loops
+- **Ghost Procedure Capture** → Learning from undocumented patterns
+- **Post-PR Mini Retros** → Mining gleanings from every experience
+- **INJECT patterns** → Single source of truth that evolves
+- **Snowball Method** → Compound learning over time
+- **Worktree failures documented** → Crisis becomes prevention system
+
+## The Symbiotic Relationship
+
+You and your system grow together:
+- System learns your patterns → You work more efficiently
+- You discover better methods → System captures and reinforces them
+- System reveals tensions → You make better principle-based decisions
+- You hit obstacles → System evolves to prevent them
+
+**This is cross-linked systems thinking** - a system programmed to learn and get better, creating exponential returns as both human and system evolve together.
+
+## Mining the Gleanings
+
+**Wring out the towel**: Extract every drop of learning from each experience. The insights that seem obvious in hindsight are often the most valuable to document.
+
+**Never let a crisis go to waste**: Each failure or unexpected challenge becomes raw material for stronger systems and procedures.
+
+## In Practice
+
+- Look for patterns, tensions, and insights in every context
+- Focus on what would make future work flow more smoothly
+- Notice when principles conflict and how decisions get made
+- Capture insights that build on previous knowledge
+- Transform any pause into an opportunity for evolution
+
+This principle transforms systems from static tools into eager partners in growth. See [Post-PR Mini Retro](../procedures/post-pr-mini-retro.md) for structured evolution and [Procedure Creation](../procedures/procedure-creation.md) for capturing ghost procedures discovered during evolution.

knowledge/procedures/post-pr-mini-retro.md

@@ -1,3 +1,3 @@
 # Post-PR Mini Retro
 
-Conduct mini retrospectives after PRs to capture learnings. See [Continuous Improvement](../principles/continuous-improvement.md) for the underlying principle.
+Conduct mini retrospectives after PRs to capture learnings. See [Eager Evolution](../principles/eager-evolution.md) for the underlying principle.

knowledge/procedures/tmux-git-worktrees-claude-code.md

@@ -67,6 +67,6 @@ Immediate issue creation/resolution cycle maintains snowball method momentum rat
 
 - [Worktree Workflow](worktree-workflow.md) - technical isolation details
 - [Slash Command Generation](slash-command-generation.md) - automation mechanics
-- [Post-PR Mini Retro](post-pr-mini-retro.md) - continuous improvement
+- [Post-PR Mini Retro](post-pr-mini-retro.md) - eager evolution through learning
 
 This workflow transforms development from sequential file-editing to parallel task orchestration - the foundation of the 100x productivity multiplier.