docs: Replace Mindbase References with ReflexionMemory (#464)

* docs: fix mindbase syntax and document as optional MCP enhancement

Fix incorrect method call syntax and clarify mindbase as optional
enhancement that coexists with built-in ReflexionMemory.

Changes:
- Fix syntax: mindbase.search_conversations() → natural language
  instructions that allow Claude to autonomously select tools
- Clarify mindbase requires airis-mcp-gateway "recommended" profile
- Document ReflexionMemory as built-in fallback (always available)
- Show coexistence model: both systems work together

Architecture:
- ReflexionMemory (built-in): Keyword-based search, local JSONL
- Mindbase (optional MCP): Semantic search, PostgreSQL + pgvector
- Claude autonomously selects best available tool when needed

This approach allows users to enhance error learning with mindbase
when installed, while maintaining full functionality with
ReflexionMemory alone.

Related: #452

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* docs: add comprehensive ReflexionMemory user documentation

Add user-facing documentation for the ReflexionMemory error learning
system to address documentation gap identified during mindbase cleanup.

New Documentation:
- docs/user-guide/memory-system.md (283 lines)
  * Complete user guide for ReflexionMemory
  * How it works, storage format, usage examples
  * Performance benefits and troubleshooting
  * Manual inspection and management commands

- docs/memory/reflexion.jsonl.example (15 entries)
  * 15 realistic example reflexion entries
  * Covers common scenarios: auth, DB, CORS, uploads, etc.
  * Reference for understanding the data format

- docs/memory/README.md (277 lines)
  * Overview of memory directory structure
  * Explanation of all files (reflexion, metrics, patterns)
  * File management, backup, and git guidelines
  * Quick command reference

Context:
Previous mindbase cleanup removed references to non-existent external
MCP server, but didn't add sufficient user-facing documentation for
the actual ReflexionMemory implementation.

Related: #452

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* docs: translate Japanese text to English in documentation

Address PR feedback to remove Japanese text from English documentation files.

Changes:
- docs/mcp/mcp-integration-policy.md: Translate headers and descriptions
- docs/reference/pm-agent-autonomous-reflection.md: Translate error messages
- docs/research/reflexion-integration-2025.md: Translate error messages
- docs/memory/pm_context.md: Translate example keywords

All Japanese text in English documentation files has been translated to English.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: Claude <noreply@anthropic.com>

docs/reference/pm-agent-autonomous-reflection.md

@@ -191,30 +191,26 @@ When: Error detected
 Token Budget: 0 tokens (cache lookup) → 1-2K tokens (new investigation)
 
 Process:
-  1. Check Past Errors (Smart Lookup):
-     IF mindbase available:
-       → mindbase.search_conversations(
-           query=error_message,
-           category="error",
-           limit=5
-         )
-       → Semantic search (500 tokens)
-
-     ELSE (mindbase unavailable):
-       → Grep docs/memory/solutions_learned.jsonl
-       → Grep docs/mistakes/ -r "error_message"
-       → Text-based search (0 tokens, file system only)
+  1. Check Past Errors (Automatic Tool Selection):
+     → Search conversation history for similar errors
+     → Claude automatically selects best available tool:
+       * mindbase_search (if airis-mcp-gateway installed)
+         - Semantic search across all conversations
+         - Higher recall, cross-project patterns
+       * ReflexionMemory (built-in, always available)
+         - Keyword search in reflexion.jsonl
+         - Fast, project-scoped error matching
 
   2. IF similar error found:
-     ✅ "⚠️ 過去に同じエラー発生済み"
-     ✅ "解決策: [past_solution]"
+     ✅ "⚠️ Same error occurred before"
+     ✅ "Solution: [past_solution]"
      ✅ Apply solution immediately
      → Skip lengthy investigation (HUGE token savings)
 
   3. ELSE (new error):
      → Root cause investigation (WebSearch, docs, patterns)
      → Document solution (future reference)
-     → Update docs/memory/solutions_learned.jsonl
+     → Store in ReflexionMemory for future sessions
 
   4. Self-Reflection:
      "Reflection:
@@ -225,9 +221,9 @@ Process:
       📝 Learning: Add env validation to startup checklist"
 
 Storage:
-  → docs/memory/solutions_learned.jsonl (ALWAYS)
+  → docs/memory/reflexion.jsonl (ReflexionMemory - ALWAYS)
   → docs/mistakes/[feature]-YYYY-MM-DD.md (failure analysis)
-  → mindbase (if available, enhanced searchability)
+  → mindbase (if airis-mcp-gateway installed, automatic storage)
 
 Result:
   ✅ <10% error recurrence rate (same error twice)