diff --git a/.gitignore b/.gitignore
index 1679fe2..3541803 100644
--- a/.gitignore
+++ b/.gitignore
@@ -77,3 +77,4 @@
 .openclaw/workspace/*.env
 
 .idea
+.openclaw/subagents/runs.json
\ No newline at end of file
diff --git a/.openclaw/memory/main.sqlite b/.openclaw/memory/main.sqlite
deleted file mode 100644
index d56f8eb..0000000
Binary files a/.openclaw/memory/main.sqlite and /dev/null differ
diff --git a/.openclaw/tasks/.gitkeep b/.openclaw/tasks/.gitkeep
deleted file mode 100644
index e69de29..0000000
diff --git a/.openclaw/workspace/.learnings/LEARNINGS.md b/.openclaw/workspace/.learnings/LEARNINGS.md
index 1b7fc7d..518755a 100644
--- a/.openclaw/workspace/.learnings/LEARNINGS.md
+++ b/.openclaw/workspace/.learnings/LEARNINGS.md
@@ -174,4 +174,29 @@ User explicitly stated: "với mọi dự án thì tôi đều muốn mọi th
 - First-Seen: 2026-03-31
 - Last-Seen: 2026-03-31
 
+---
+## New Learnings — 2026-04-03 (ClawTeam Deep Dive)
+
+### [LRN-20260403-001] no_sessions_spawn_for_multi_agent
+
+**Logged**: 2026-04-03T09:30:00Z
+**Priority**: critical
+**Status**: resolved
+**Area**: orchestration
+
+### Summary
+NEVER use sessions_spawn for multi-agent coordination. ALWAYS use clawteam CLI.
+
+### Suggested Action
+- Never call sessions_spawn for multi-agent work
+- If used by mistake → immediately kill and redo with clawteam
+
+### Metadata
+- Source: user_correction
+- Related Files: AGENTS.md, RULES.md
+- Tags: clawteam, orchestration, sessions_spawn
+- Pattern-Key: clawteam.no_subagent
+- Recurrence-Count: 3
+- First-Seen: 2026-04-03
+
 ---
\ No newline at end of file
diff --git a/.openclaw/workspace/AGENTS.md b/.openclaw/workspace/AGENTS.md
index 45f8d4f..f36edf7 100644
--- a/.openclaw/workspace/AGENTS.md
+++ b/.openclaw/workspace/AGENTS.md
@@ -178,16 +178,16 @@ No peer or leader review should begin until the worker has completed their self-
 Enforce this sequence in your task board by marking statuses appropriately (e.g., `needs-self-review` → `needs-peer-review` → `needs-leader-review` → `completed`).
 
 ClawTeam enables you to:
-- Spawn teams of specialized agents via `oh team spawn-team <team> -n <leader>`
-- Create tasks with dependencies using `oh task create <team> "..." -o <owner>`
-- Spawn workers with `oh spawn tmux openclaw --team <team> --agent-name <name> --task "..."`
-- Monitor progress via `oh board show/attach <team>`
-- Coordinate via `oh inbox send/receive <team> <to-agent> "..."`
+- Spawn teams of specialized agents via `clawteam team spawn-team <team> -n <leader>`
+- Create tasks with dependencies using `clawteam task create <team> "..." -o <owner>`
+- Spawn workers with `clawteam spawn tmux openclaw --team <team> --agent-name <name> --task "..."`
+- Monitor progress via `clawteam board show/attach <team>`
+- Coordinate via `clawteam inbox send/receive <team> <to-agent> "..."`
 - Isolate work via git worktrees (no merge conflicts between parallel agents)
-- Wait for sub-agents with `oh task wait <team>`
-- Launch pre-built template teams with `oh launch <template> --team <name> --goal "..."`
+- Wait for sub-agents with `clawteam task wait <team>`
+- Launch pre-built template teams with `clawteam launch <template> --team <name> --goal "..."`
 
-⚠️ **IMPORTANT:** Always use `oh spawn tmux openclaw` — NOT bare `oh spawn` which defaults to `claude`.
+⚠️ **IMPORTANT:** Always use `clawteam spawn tmux openclaw` — NOT bare `clawteam spawn` which defaults to `claude`.
 
 Setup: `pip install clawteam` and ensure `tmux` and `openclaw` CLI are installed.
 **CLI command is `oh`** (installed with `pip install clawteam`). See skill content for full workflow.
diff --git a/.openclaw/workspace/TOOLS.md b/.openclaw/workspace/TOOLS.md
index d6beef0..c4fc543 100644
--- a/.openclaw/workspace/TOOLS.md
+++ b/.openclaw/workspace/TOOLS.md
@@ -32,17 +32,17 @@ Things like:
 
 ## ClawTeam Multi-Agent Orchestration
 
-> **Important:** ClawTeam CLI command is `oh`. On our OpenClaw setup, ALWAYS explicitly specify `tmux openclaw` as backend+agent — `oh spawn` defaults to `claude` which we don't have.
+> **Important:** ClawTeam CLI command is `clawteam`. ALWAYS specify `tmux openclaw` or `subprocess openclaw` as backend+agent — default `claude` is not available.
 > Official repo: https://github.com/HKUDS/ClawTeam
 
 ### ⚠️ CRITICAL: Spawn Syntax
 
 ```
-oh spawn tmux openclaw --team <team> --agent-name <name> --task "<task>"
+clawteam spawn tmux openclaw --team <team> --agent-name <name> --task "<task>"
 ```
 
-**NOT** `oh spawn --team ...` (defaults to `claude` → will fail)
-**NOT** `oh spawn tmux claude` (we don't have claude CLI)
+**NOT** `clawteam spawn --team ...` (defaults to `claude` → will fail)
+**NOT** `clawteam spawn tmux claude` (we don't have claude CLI)
 
 ### Team Setup
 
@@ -52,114 +52,114 @@ export CLAWTEAM_AGENT_ID="leader-001"
 export CLAWTEAM_AGENT_NAME="leader"
 export CLAWTEAM_AGENT_TYPE="leader"
 
-oh team spawn-team <team-name> -d "<description>" -n leader
+clawteam team spawn-team <team-name> -d "<description>" -n leader
 
 # View team status
-oh status
-oh board show <team-name>
-oh board attach <team-name>          # tiled tmux view
+clawteam status
+clawteam board show <team-name>
+clawteam board attach <team-name>          # tiled tmux view
 ```
 
 ### Task Management
 
 ```bash
 # Create tasks (with owner, dependencies, priority)
-oh task create <team> "<task description>" -o <owner>
-oh task create <team> "<task>" -o <owner> --blocked-by <task-id>
-oh task create <team> "Hotfix" -o <owner> --priority high
+clawteam task create <team> "<task description>" -o <owner>
+clawteam task create <team> "<task>" -o <owner> --blocked-by <task-id>
+clawteam task create <team> "Hotfix" -o <owner> --priority high
 
 # Update status
-oh task update <team> <task-id> --status pending
-oh task update <team> <task-id> --status in_progress
-oh task update <team> <task-id> --status completed
-oh task update <team> <task-id> --status blocked
+clawteam task update <team> <task-id> --status pending
+clawteam task update <team> <task-id> --status in_progress
+clawteam task update <team> <task-id> --status completed
+clawteam task update <team> <task-id> --status blocked
 
 # List/filter tasks
-oh task list <team> --status pending
-oh task list <team> --owner <agent-name>
-oh task list <team> --priority high
+clawteam task list <team> --status pending
+clawteam task list <team> --owner <agent-name>
+clawteam task list <team> --priority high
 
 # Wait for all sub-agents to finish
-oh task wait <team>
-oh task wait <team> --timeout 300 --poll-interval 10
+clawteam task wait <team>
+clawteam task wait <team> --timeout 300 --poll-interval 10
 ```
 
 ### Spawn Workers (OpenClaw Specific)
 
 ```bash
 # ✅ CORRECT — always use tmux openclaw
-oh spawn tmux openclaw --team <team> --agent-name <name> --task "<task>"
+clawteam spawn tmux openclaw --team <team> --agent-name <name> --task "<task>"
 
 # ✅ With non-default provider/model via profile
-oh spawn tmux --profile <profile-name> --team <team> --agent-name <name> --task "<task>"
+clawteam spawn tmux --profile <profile-name> --team <team> --agent-name <name> --task "<task>"
 
 # ❌ WRONG — defaults to claude
-oh spawn --team <team> --agent-name <name> --task "<task>"
-oh spawn tmux claude --team <team> --agent-name <name> --task "<task>"
+clawteam spawn --team <team> --agent-name <name> --task "<task>"
+clawteam spawn tmux claude --team <team> --agent-name <name> --task "<task>"
 ```
 
 ### Communication (Inbox)
 
 ```bash
 # Send message to agent
-oh inbox send <team> <to-agent> "<message>"
+clawteam inbox send <team> <to-agent> "<message>"
 
 # Broadcast to all
-oh inbox broadcast <team> "<message>"
+clawteam inbox broadcast <team> "<message>"
 
 # Receive (destructive — consumes message)
-oh inbox receive <team> --agent <name>
+clawteam inbox receive <team> --agent <name>
 
 # Peek (non-destructive)
-oh inbox peek <team> --agent <name>
+clawteam inbox peek <team> --agent <name>
 
 # Watch for new messages
-oh inbox watch <team> --agent <name>
+clawteam inbox watch <team> --agent <name>
 ```
 
 ### Profiles & Presets
 
 ```bash
 # List built-in provider templates
-oh preset list
-oh preset show <provider-name>
+clawteam preset list
+clawteam preset show <provider-name>
 
 # Generate reusable profile from preset
-oh preset generate-profile <preset> <base-agent> --name <profile-name>
+clawteam preset generate-profile <preset> <base-agent> --name <profile-name>
 
 # Or use interactive TUI
-oh profile wizard
+clawteam profile wizard
 
 # Test a profile before using in team
-oh profile test <profile-name>
+clawteam profile test <profile-name>
 
 # Fix broken profile on fresh machine
-oh profile doctor claude
+clawteam profile doctor claude
 ```
 
 ### Git Context & Conflict Checks
 
 ```bash
-oh context log <team>
-oh context diff <team>
-oh context files <team>
-oh context conflicts <team>
-oh context inject <team> --agent <name>
+clawteam context log <team>
+clawteam context diff <team>
+clawteam context files <team>
+clawteam context conflicts <team>
+clawteam context inject <team> --agent <name>
 ```
 
 ### Workspace Management
 
 ```bash
-oh workspace list <team>
-oh workspace merge <team> <agent-name>
+clawteam workspace list <team>
+clawteam workspace merge <team> <agent-name>
 ```
 
 ### Snapshots & Recovery
 
 ```bash
-oh team snapshot <team> --tag <tag-name>
-oh team snapshots <team>
-oh team restore <team> --snapshot <tag-name>
+clawteam team snapshot <team> --tag <tag-name>
+clawteam team snapshots <team>
+clawteam team restore <team> --snapshot <tag-name>
 ```
 
 ### Worker Loop Protocol
@@ -168,28 +168,28 @@ Workers should NOT exit after completing their initial task. Expected loop:
 
 ```bash
 # 1. Check tasks
-oh task list <team> --owner <me>
+clawteam task list <team> --owner <me>
 
 # 2. Check inbox for new instructions
-oh inbox receive <team> --agent <me>
+clawteam inbox receive <team> --agent <me>
 
 # 3. If idle, notify leader
-oh lifecycle idle <team>
+clawteam lifecycle idle <team>
 ```
 
 ### Cleanup
 
 ```bash
-oh team cleanup <team>          # kill workers, cleanup worktrees
-oh lifecycle request-shutdown <team>
+clawteam team cleanup <team>          # kill workers, cleanup worktrees
+clawteam lifecycle request-shutdown <team>
 ```
 
 ### JSON Output
 
 ```bash
-oh --json team discover
-oh --json board show <team>
-oh --json task list <team> --status pending
+clawteam --json team discover
+clawteam --json board show <team>
+clawteam --json task list <team> --status pending
 ```
 
 Requires:
@@ -200,3 +200,31 @@ Requires:
 - OpenClaw CLI available on PATH (`openclaw`)
 - Git repo for worktree isolation
 - Data directory: `~/.clawteam/`
+
+### ✅ Confirmed Working Commands 
+
+```bash
+# Create team
+clawteam team spawn-team <team> -d "<description>" -n <leader>
+
+# Create task (gets task ID back)
+clawteam task create <team> "<task>" -o <owner>
+# Output: OK Task created: <TASK_ID>
+
+# Spawn worker with task description
+clawteam spawn tmux openclaw --team <team> --agent-name <name> --agent-type coder \
+  --task "Do X. After done: clawteam task update <team> <TASK_ID> --status completed"
+
+# Or with subprocess (faster, no tmux monitor)
+clawteam spawn subprocess openclaw --team <team> --agent-name <name> --task "..."
+
+# View board
+clawteam board show <team>
+
+# Mark task done
+clawteam task update <team> <task-id> --status completed
+
+### ⚠️ Flags That DON'T Exist on clawteam spawn
+- `--model` (model is set by OpenClaw config, not clawteam)
+- `--timeout` (no timeout flag on spawn)
+- `-m` (conflicts with clawteam's own options)
diff --git a/.openclaw/workspace/skills/clawteam-multi-agent-coordination/SKILL.md b/.openclaw/workspace/skills/clawteam-multi-agent-coordination/SKILL.md
index 7ff8874..9e00c82 100644
--- a/.openclaw/workspace/skills/clawteam-multi-agent-coordination/SKILL.md
+++ b/.openclaw/workspace/skills/clawteam-multi-agent-coordination/SKILL.md
@@ -22,7 +22,7 @@ ClawTeam is a framework-agnostic CLI tool for coordinating multiple AI agents as
 It provides team/task management, inter-agent messaging, git worktree isolation, provider-aware
 runtime profiles, git context injection, snapshots, and terminal-based monitoring dashboards.
 
-All operations are performed via the `oh` CLI (shorthand for `clawteam`). Data is stored in `~/.clawteam/` by default.
+All operations are performed via the `clawteam` CLI. Data is stored in `~/.clawteam/` by default.
 
 **Official repo:** https://github.com/HKUDS/ClawTeam
 
@@ -39,7 +39,7 @@ Requires Python 3.10+. For P2P transport support: `pip install clawteam[p2p]`.
 - `tmux` installed (default spawn backend)
 - A CLI coding agent such as `openclaw`, `claude`, `codex`
 - A git repository for worktree isolation and context features
-- Default dependencies installed if you want the TUI wizard (`oh profile wizard`)
+- Default dependencies installed if you want the TUI wizard (`clawteam profile wizard`)
 
 ## Core Concepts
 
@@ -67,68 +67,68 @@ export CLAWTEAM_AGENT_ID="leader-001"
 export CLAWTEAM_AGENT_NAME="leader"
 export CLAWTEAM_AGENT_TYPE="leader"
 
-oh team spawn-team my-team -d "Project team" -n leader
-oh task create my-team "Design system" -o leader
-oh task create my-team "Implement feature" -o worker1
-oh task create my-team "Write tests" -o worker2
-oh board show my-team
+clawteam team spawn-team my-team -d "Project team" -n leader
+clawteam task create my-team "Design system" -o leader
+clawteam task create my-team "Implement feature" -o worker1
+clawteam task create my-team "Write tests" -o worker2
+clawteam board show my-team
 ```
 
 ### Configure Runtime Profiles
 
 ```bash
 # Inspect built-in provider templates
-oh preset list
-oh preset show moonshot-cn
+clawteam preset list
+clawteam preset show moonshot-cn
 
 # Generate a reusable profile from a preset
-oh preset generate-profile moonshot-cn claude --name claude-kimi
+clawteam preset generate-profile moonshot-cn claude --name claude-kimi
 
 # Or use the interactive TUI
-oh profile wizard
+clawteam profile wizard
 
 # Claude Code on a fresh machine/home may need onboarding repair once
-oh profile doctor claude
+clawteam profile doctor claude
 
 # Smoke-test the profile before using it in a team
-MOONSHOT_API_KEY=... oh profile test claude-kimi
+MOONSHOT_API_KEY=... clawteam profile test claude-kimi
 ```
 
 ### Spawn and Coordinate Agents
 
-> **⚠️ CRITICAL for OpenClaw environments:** `oh spawn` defaults to `claude` as backend+command. ALWAYS explicitly specify `tmux openclaw`:
+> **⚠️ CRITICAL for OpenClaw environments:** `clawteam spawn` defaults to `claude` as backend+command. ALWAYS explicitly specify `tmux openclaw`:
 > ```bash
-> oh spawn tmux openclaw --team <team> --agent-name <name> --task "..."
+> clawteam spawn tmux openclaw --team <team> --agent-name <name> --task "..."
 > ```
 
 ```bash
 # ✅ CORRECT for OpenClaw — ALWAYS use tmux openclaw
-oh spawn tmux openclaw --team my-team --agent-name worker1 --task "Implement the auth module"
-oh spawn tmux openclaw --team my-team --agent-name worker2 --task "Write unit tests"
+clawteam spawn tmux openclaw --team my-team --agent-name worker1 --task "Implement the auth module"
+clawteam spawn tmux openclaw --team my-team --agent-name worker2 --task "Write unit tests"
 
 # With non-default provider/model via profile
-oh spawn tmux --profile claude-kimi --team my-team --agent-name worker5 --task "Build API endpoints"
+clawteam spawn tmux --profile claude-kimi --team my-team --agent-name worker5 --task "Build API endpoints"
 
 # ❌ WRONG — will fail, defaults to claude
-oh spawn --team my-team --agent-name worker1 --task "..."
-oh spawn tmux claude --team my-team --agent-name worker1 --task "..."
+clawteam spawn --team my-team --agent-name worker1 --task "..."
+clawteam spawn tmux claude --team my-team --agent-name worker1 --task "..."
 
-oh board attach my-team
-oh inbox send my-team worker1 "Start implementing the auth module"
-oh board live my-team --interval 3
+clawteam board attach my-team
+clawteam inbox send my-team worker1 "Start implementing the auth module"
+clawteam board live my-team --interval 3
 ```
 
 ### Spawn Defaults
 
 | Setting | Default | Override |
 |---------|---------|----------|
-| Backend | `tmux` | `oh spawn subprocess ...` |
-| Command | `claude` (default) / `openclaw` (ours) | `oh spawn tmux openclaw` for our setup |
+| Backend | `tmux` | `clawteam spawn subprocess ...` |
+| Command | `claude` (default) / `openclaw` (ours) | `clawteam spawn tmux openclaw` for our setup |
 | Workspace | `auto` (git worktree) | `--no-workspace` or config `workspace=never` |
 | Permissions | skip | `--no-skip-permissions` or config `skip_permissions=false` |
 | Runtime profile | none | `--profile <name>` |
 
-> **Important:** For OpenClaw setups, use `oh spawn tmux openclaw` — NOT `oh spawn` (default=claude).
+> **Important:** For OpenClaw setups, use `clawteam spawn tmux openclaw` — NOT `clawteam spawn` (default=claude).
 
 Use `--profile` whenever you need a non-default provider, model, endpoint, or auth mapping.
 
@@ -136,28 +136,28 @@ Use `--profile` whenever you need a non-default provider, model, endpoint, or au
 
 ```bash
 # Create with dependencies
-oh task create my-team "Deploy" --blocked-by <impl-task-id>,<test-task-id>
+clawteam task create my-team "Deploy" --blocked-by <impl-task-id>,<test-task-id>
 
 # Create with priority
-oh task create my-team "Hotfix prod issue" --priority high
+clawteam task create my-team "Hotfix prod issue" --priority high
 
 # Update status
-oh task update my-team <task-id> --status in_progress
-oh task update my-team <task-id> --status completed
+clawteam task update my-team <task-id> --status in_progress
+clawteam task update my-team <task-id> --status completed
 
 # Filter tasks
-oh task list my-team --status blocked
-oh task list my-team --owner worker1
-oh task list my-team --priority high
+clawteam task list my-team --status blocked
+clawteam task list my-team --owner worker1
+clawteam task list my-team --priority high
 ```
 
 ### Waiting for Sub-Agents
 
 ```bash
-oh task wait my-team
-oh task wait my-team --timeout 300 --poll-interval 10
-oh task wait my-team --agent coordinator
-oh --json task wait my-team --timeout 600
+clawteam task wait my-team
+clawteam task wait my-team --timeout 300 --poll-interval 10
+clawteam task wait my-team --agent coordinator
+clawteam --json task wait my-team --timeout 600
 ```
 
 ### Worker Loop Protocol
@@ -166,13 +166,13 @@ Workers should not stop after completing the initial `--task`. The expected loop
 
 ```bash
 # 1. Check tasks assigned to you
-oh task list my-team --owner worker1
+clawteam task list my-team --owner worker1
 
 # 2. Finish any pending work, then check for new instructions
-oh inbox receive my-team --agent worker1
+clawteam inbox receive my-team --agent worker1
 
 # 3. If idle, notify the leader and keep monitoring for follow-ups
-oh lifecycle idle my-team
+clawteam lifecycle idle my-team
 ```
 
 Repeat the loop until the leader explicitly shuts the worker down.
@@ -180,9 +180,9 @@ Repeat the loop until the leader explicitly shuts the worker down.
 ### Git Context and Conflict Checks
 
 ```bash
-oh context log my-team
-oh context conflicts my-team
-oh context inject my-team --agent worker1
+clawteam context log my-team
+clawteam context conflicts my-team
+clawteam context inject my-team --agent worker1
 ```
 
 Use these before reassigning work, continuing another worker's task, or merging overlapping changes.
@@ -190,16 +190,16 @@ Use these before reassigning work, continuing another worker's task, or merging
 ### Snapshots and Recovery
 
 ```bash
-oh team snapshot my-team --tag before-refactor
-oh team snapshots my-team
-oh team restore my-team --snapshot before-refactor
+clawteam team snapshot my-team --tag before-refactor
+clawteam team snapshots my-team
+clawteam team restore my-team --snapshot before-refactor
 ```
 
 ### Activity Visualization
 
 ```bash
-oh board gource my-team --log-only
-oh board gource my-team --live
+clawteam board gource my-team --log-only
+clawteam board gource my-team --live
 ```
 
 Prefer `--log-only` in headless environments.
@@ -240,9 +240,9 @@ Configure non-default providers through `profile` + `preset` instead of hardcodi
 All commands support `--json` for machine-readable output. Put the flag before the subcommand:
 
 ```bash
-oh --json team discover
-oh --json board show my-team
-oh --json task list my-team --status pending
+clawteam --json team discover
+clawteam --json board show my-team
+clawteam --json task list my-team --status pending
 ```
 
 ## Important Notes
@@ -252,15 +252,15 @@ oh --json task list my-team --status pending
 - Completing a task auto-unblocks tasks that list it in `blockedBy`.
 - Tasks also support `priority`; use `high` for urgent unblockers and production fixes.
 - Workers are expected to keep polling tasks/inbox after the first task instead of exiting immediately.
-- `oh spawn` defaults to tmux, git worktree isolation, and skip-permissions.
-- `oh launch` also respects `skip_permissions`, so template workers no longer stall on approval prompts.
+- `clawteam spawn` defaults to tmux, git worktree isolation, and skip-permissions.
+- `clawteam launch` also respects `skip_permissions`, so template workers no longer stall on approval prompts.
 - All file writes use atomic tmp+rename to prevent corruption.
-- Identity env vars are set automatically when spawning via `oh spawn`.
+- Identity env vars are set automatically when spawning via `clawteam spawn`.
 - Use `board attach <team>` to watch all agents in a tiled tmux layout.
 - `board show` JSON and the browser board now include message history with member-aware aliases, which is useful for inbox triage and handoffs.
 - Prefer `--profile` for non-default providers/models instead of manually exporting provider env vars.
 - `profile` is the final runtime object; `preset` is a reusable template for generating profiles.
-- For Claude Code on a fresh machine/home, run `oh profile doctor claude` once before spawning.
+- For Claude Code on a fresh machine/home, run `clawteam profile doctor claude` once before spawning.
 - `context inject` and `context conflicts` are the recommended way to hand off cross-worktree tasks safely.
 
 ## Additional Resources
diff --git a/Dockerfile b/Dockerfile
index d6e4001..f1a5345 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -20,5 +20,3 @@ RUN rm -rf /opt/superpowers/skills/dispatching-parallel-agents
 RUN chown -R node:node /opt/superpowers
 
 USER node
-
-RUN echo 'alias oh="openclaw"' >> ~/.bashrc