Establish baseline: core documentation and memory system

Adds foundational workspace documentation:
- Core identity and operating principles (SOUL.md, IDENTITY.md, AGENTS.md, USER.md)
- Memory management system specification (MEMORY.md)
- Development team context and workflow (CONTEXT.md, PROJECTS.md)
- Environment notes template (TOOLS.md)
- Heartbeat task template (HEARTBEAT.md)

Includes super-enhanced memory system:
- JavaScript memory engine implementation
- Memory initialization and test scripts
- Daily memory logs for 2026-07-03, 2026-07-04
- Project-level memory structure for site-survey-ai

Adds project templates:
- Standard Python Flask application template

Projects/site-survey-ai/memory/ISSUES.md

@@ -0,0 +1,19 @@
+# IT Site Survey AI - Known Issues & Workarounds
+
+## Memory Persistence Between Sessions
+**Issue**: Agent doesn't retain context between separate conversation sessions
+**Workaround**: Created memory directory structure with STATUS.md, DECISIONS.md, and ISSUES.md files
+**Status**: Documented, workaround in place
+**Impact**: Minor productivity impact - requires status check at beginning of each session
+
+## Data Persistence
+**Issue**: Survey responses stored in memory only, lost when application restarts
+**Workaround**: None implemented yet
+**Status**: Known limitation, planned enhancement
+**Impact**: Medium - data loss on application restart
+
+## Dashboard UI Enhancement
+**Issue**: Dashboard is functional but minimal in features
+**Workaround**: None needed - enhancement opportunity
+**Status**: Identified for future work
+**Impact**: Low - functional but could be more user-friendly