Refactor AI workspace for improved context management and communication integration

- Introduced new commands and skills for workspace memory curation, professional communication, and status reporting.
- Updated existing commands to utilize new skills and improve clarity in instructions.
- Created a new workspace context command to load reusable core and active project profile.
- Enhanced Mattermost inbox integration with support for generic environment variables.
- Established a clear separation between project-independent core logic and project-specific profiles.
- Improved documentation across various files to reflect changes in workflow and command usage.
- Added operational memory management rules to ensure accurate context promotion and correction.
- Updated README and workflow documents to guide users in utilizing the new structure effectively.

core/profiles/create-project-profile.md

@@ -0,0 +1,88 @@
+# Create A Project Profile
+
+Use this checklist when adapting the workspace core for a new project.
+
+---
+
+## 1. Create The Profile
+
+Create:
+
+```text
+profiles/<project>/profile.md
+profiles/<project>/README.md
+```
+
+The profile should declare:
+
+- project name
+- workspace purpose
+- primary audience
+- communication sources
+- ticket/work-item system
+- manager or stakeholder mapping
+- active context files
+- enabled commands
+- enabled skills
+
+---
+
+## 2. Configure Context
+
+Create or update:
+
+```text
+ai/context/project.md
+ai/context/index.md
+ai/context/process/
+ai/context/people/
+ai/state/current.md
+ai/state/work-items.md
+ai/work-items/index.md
+```
+
+Keep project-specific facts out of `core/`.
+
+---
+
+## 3. Configure Integrations
+
+Use generic variables first:
+
+```text
+AIW_PROJECT_PROFILE=<project>
+AIW_CHANNEL_PREFIX=<project-or-team-prefix>
+AIW_MATTERMOST_SYNC_CMD=<optional custom command>
+AIW_SLACK_EXPORT_PATH=<optional archive path>
+```
+
+Connector secrets belong in ignored `.env` files, not in profile files.
+
+---
+
+## 4. Configure Commands And Skills
+
+Start with generic commands:
+
+- `/workspace-context`
+- `/communication-sync`
+- `/archive-import`
+- `/standup`
+- `/manager-update`
+- `/translate`
+- `/ai-prompt`
+
+Add project-specific aliases only when they reduce friction.
+
+---
+
+## 5. Validate
+
+Before using the workspace for real work:
+
+- confirm `opencode.json` is valid JSON
+- confirm the profile has no secrets
+- run a communication sync with test channels or a dry sample
+- generate one standup from sample context
+- verify that imported evidence and promoted memory stay separate
+