docs: add ecosystem gap review, risk audit, and engineering plans

New analysis docs from ecosystem research:
- agent-ecosystem-daily-use-gap-review
- competitor-community-feedback-synthesis
- system-transparency-risk-audit
- agent-ecosystem-acceptance-roadmap
- future-roadmap-risk-usability-backlog
- system-transparency-engineering-plan

Constraint: Analysis-only — no behavioral changes, all markdown docs
Tested: Pre-commit hooks pass
Confidence: high

Author: johnteee

AGENTS.md

@@ -28,13 +28,13 @@
 <claude-mem-context>
 # Memory Context
 
-# [teaagent] recent context, 2026-05-27 10:46am GMT+8
+# [teaagent] recent context, 2026-05-31 2:42pm GMT+8
 
 Legend: 🎯session 🔴bugfix 🟣feature 🔄refactor ✅change 🔵discovery ⚖️decision 🚨security_alert 🔐security_note
 Format: ID TIME TYPE TITLE
 Fetch details: get_observations([IDs]) | Search: mem-search skill
 
-Stats: 50 obs (11,706t read) | 908,324t work | 99% savings
+Stats: 50 obs (12,465t read) | 817,781t work | 98% savings
 
 ### May 8, 2026
 S4 Generate commit message for staged changes adding interactive TUI to teaagent CLI (May 8 at 1:01 AM)
@@ -48,46 +48,7 @@ S14 User continues to explore project instructions and configuration context for
 S13 User asked "What instructions are you following for this project?" to understand project-specific conventions and guidelines. (May 14 at 4:13 PM)
 ### May 22, 2026
 S15 Benchmark TeaAgent against Hermes/OpenCode/ClaudeCode/Codex via DeepWiki analysis, identify gaps, and design LSP + sub-agent implementation plans (May 22 at 11:56 AM)
-### May 25, 2026
-850 11:20a ⚖️ Skill Selection for Project Review
 ### May 26, 2026
-1020 10:10a 🔴 Resolved history file access error in TeaAgent TUI
-1021 " 🔴 Fixed GraphQLite runtime error due to missing SQLite extension
-1022 " ✅ Configured TeaAgent to use opencodezen-go provider
-1023 " 🔵 Identified recurring "tool 'browser_navigate' is already registered" error
-1024 " 🔵 Extracted skill metadata for reflective-implement
-1025 " 🔵 Identified modified files in TeaAgent repository
-1026 10:11a 🔴 Resolved GraphQLite SQLite Extension Loading Error
-1027 " ✅ Configured OpenZepplin-Go Provider and DeepSeek Model
-1028 " 🔴 Resolved "tool 'browser_navigate' is already registered" Error
-1029 11:15a 🔵 Staged Modifications Review
-1030 11:16a 🔵 Review of Reflective Review Skill Documentation
-1031 12:57p 🟣 Implement User Profile Editing
-1032 12:58p ✅ Tracked Git Status
-1033 " ✅ Recent Commit Details
-1035 1:36p 🔵 Initial Project CLI Functionality Assessment
-1037 2:59p 🔵 Agent run task and dry run functionality
-1036 3:00p 🔵 CLI command structure and functionality overview
-1038 3:18p 🟣 Implement User Authentication with JWT
-1039 3:19p ✅ Modified AGENTS.md
-1040 " 🔄 Extended Approval CLI Functionality
-1042 " 🔄 Detailed Commit Information for Approval CLI Enhancements
-1044 " ✅ Recent Commits Summary for Approval CLI
-1047 " ✅ Executed Pytest for CLI and TUI Tests
-1050 " ✅ Validated Documentation Consistency
-1052 " 🔄 Code Analysis for Approval Workflow
-1057 " 🔄 Code Snippet from Approval Handler
-1063 " 🔄 Approval Store Logic for Grant Evaluation
-1072 " ✅ Pytest Execution Results
-1083 " ✅ Documentation Consistency Check Result
-1087 " 🔄 Approval Store: Grant Checking Logic
-1095 " 🔄 Test Suite: Ergonomics Handlers
-1104 " 🔄 CLI Help Output for Approval Command
-1118 " 🔄 CLI Help Output for Approval Preset Command
-1132 " 🔄 CLI Approval Command Help Text
-1143 " 🔄 CLI Help for 'approval preset' Command
-1155 " 🔄 Test Suite: Approval Explain Command
-1166 3:22p 🔄 TUI Command Handling Logic
 1190 3:30p 🔵 CLI Functionality Overview and Usage Patterns
 1191 7:34p 🟣 Implement User Feedback Mechanism
 1192 " 🔵 Content of SKILL.md for reflective-review
@@ -101,6 +62,46 @@ S15 Benchmark TeaAgent against Hermes/OpenCode/ClaudeCode/Codex via DeepWiki ana
 1208 9:53a ✅ Continue previous thought process
 1213 " 🔵 Investigated recent commit history
 1209 9:54a 🔵 Uncommitted changes detected in Git repository
+### May 28, 2026
+1250 9:52a 🟣 Implement Git Diff and Review for Commit Range
+1251 " 🔵 Code Review Skill Configuration Details
+1252 " ✅ Modified AGENTS.md file detected
+1254 " 🔵 Commit History for Code Review Range
+1256 " ✅ Summary of Changes Between Commits
+1260 9:53a ✅ Project Configuration in pyproject.toml
+1266 " 🔵 TeaAgent CLI Command Structure and Handlers
+1273 " ✅ List of Modified Files in Commit Range
+1277 " ✅ Code Style Violations Detected
+1285 " ✅ Git Sandbox Test Functions
+1292 " ✅ Git Merge Conflict Markers Found
+1302 " ✅ Code Snippets Containing Sensitive Keywords and Subprocess Calls
+1307 " ✅ File Changes and Line Counts
+1378 10:17a ✅ Loading Reflective Skills
+1379 " 🔵 Listing Contents of .omx Directory
+1380 " 🔵 Finding Directories within .omx
+1382 10:18a ✅ Created Directory for Review Plan
+1384 12:42p ✅ Applied Fixes
+1385 " ✅ Updated Reflective Plan
+### May 31, 2026
+1389 1:48p 🟣 Implement Reflective Dispatch for MD File Analysis
+1390 1:49p 🔵 Examine Reflective Dispatch Skill Definition
+1391 " 🔵 Examine Reflective Spec Plan Skill Definition
+1393 " 🔵 Examine Reflective Risk Skill Definition
+1395 " ✅ Tracked Modification to AGENTS.md
+1396 " 🔵 Examine Analyze Skill Definition
+1400 " 🔵 Examine Reflective Review Skill Definition
+1454 1:51p 🔵 CX CLI database access denied
+1455 " 🔵 CX CLI language support identified
+1456 " 🔵 CX CLI executable path confirmed
+1457 " ✅ Workspace tools registration updated
+1458 " ✅ ToolRegistryBuilder updated for workspace and git tools
+1459 " ✅ ApprovalManager and related components updated
+1460 " ✅ Code analysis and knowledge backend adapters updated
+1461 " ✅ Workspace tool helper functions updated
+1462 " ✅ Workspace configuration and gitignore matching updated
+1463 " ✅ Schema validation functions updated
+1464 " ✅ Code analysis tool registration updated
+1485 1:54p 🟣 Implemented reflective dispatch for issue identification
 
-Access 908k tokens of past work via get_observations([IDs]) or mem-search skill.
+Access 818k tokens of past work via get_observations([IDs]) or mem-search skill.
 </claude-mem-context>