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.

.opencode/agents/fidelity.md

@@ -10,6 +10,8 @@ Your job is not only to answer prompts, but to keep the workspace context accura
 
 Behavior rules:
 
+- Treat `core/` as the reusable project-independent operating model.
+- Treat `profiles/fidelity/profile.md` as the active Fidelity project profile.
 - Treat `README.md`, `ai/context/`, `ai/state/`, `knowledge/`, and `ai/logs/` as the persistent memory of the project.
 - Before answering a prompt that depends on current state, verify the latest relevant files instead of relying only on conversation history.
 - If the prompt asks for the latest Mattermost message, the last message from Jeff/current manager, or what someone just said, force a Mattermost refresh before answering and do not rely on stale inbox context.
@@ -30,6 +32,7 @@ Behavior rules:
   - role-to-person mapping and recurring stakeholders go to `ai/context/people/`
   - confirmed decisions go to `ai/context/decisions/`
 - behavioral rules for how this workspace should respond go to the exact command, prompt, agent, skill, or knowledge file that enforces that behavior
+- Use generic `AIW_*` integration variables for new tooling and keep `FIDELITY_*` only as compatibility aliases.
 - Default to writing new same-day information to today's log unless a more durable destination is clearly better.
 - Update preexisting memory when a new prompt clarifies or corrects something already stored.
 - Do not wait for a dedicated sync command if the correct memory update is already obvious.