feat: implement AI Workspace service manager with lifecycle control for local services

scripts/aiw/README.md

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+# AI Workspace Service Manager
+
+The service manager is the local lifecycle layer for AI Workspace services.
+
+It reads `profiles/<profile>/services.json`, starts/stops enabled services, records logs under `.aiw/runtime/logs/`, and keeps PID/state files under `.aiw/runtime/`.
+
+## Common commands
+
+```bash
+python3 scripts/aiw/services.py status --profile fidelity
+python3 scripts/aiw/services.py doctor --profile fidelity
+python3 scripts/aiw/services.py start --profile fidelity
+python3 scripts/aiw/services.py stop --profile fidelity
+python3 scripts/aiw/services.py logs mattermost-proxy --profile fidelity
+```
+
+Start a subset by group:
+
+```bash
+python3 scripts/aiw/services.py start --profile fidelity --group communication
+python3 scripts/aiw/services.py start --profile fidelity --group inbox
+```
+
+## Current Fidelity services
+
+- `mattermost-proxy`: runs the local Mattermost proxy mirror.
+- `mattermost-desktop`: launches Mattermost Desktop through the proxy.
+- `photo-inbox`: runs the local HTTP photo receiver.
+- `aiw-context-mcp`: reserved placeholder for the future read-only context MCP server.
+
+The service manager unifies startup and status. It does not move capture behavior into the MCP.
+
+## Tests
+
+```bash
+python3 scripts/aiw/test_services.py
+```