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/commands/slack-import.md

@@ -9,20 +9,25 @@ Interpret this as historical recovery, not as current truth and not as model tra
 Inputs:
 
 - `$ARGUMENTS` may contain an export path, channel names, or date filters
-- if no explicit path is given in the arguments, use `FIDELITY_SLACK_EXPORT_PATH` when available
+- if no explicit path is given in the arguments, use `AIW_SLACK_EXPORT_PATH` when available
+- compatibility fallback: `FIDELITY_SLACK_EXPORT_PATH`
 - otherwise, if `archives/slack/export/` exists, use it as the default import source
-- if no channels are specified, auto-detect channels whose folder names start with `fidelity`
+- if no channels are specified, auto-detect channels using `AIW_CHANNEL_PREFIX`
+- compatibility/default prefix: `fidelity`
 - if no message limit is specified, auto-tune message selection based on archive size
 - if no date range is specified, do an initial full-history sweep across the detected `fidelity*` channels
 - preserve broad coverage across years and channels while still prioritizing high-signal messages
 
 First, run the importer:
 
-!`if [ -n "$ARGUMENTS" ]; then python3 scripts/slack/import_slack_export.py $ARGUMENTS; elif [ -n "$FIDELITY_SLACK_EXPORT_PATH" ]; then python3 scripts/slack/import_slack_export.py --export-path "$FIDELITY_SLACK_EXPORT_PATH" --channel-prefix fidelity; elif [ -d archives/slack/export ]; then python3 scripts/slack/import_slack_export.py --export-path archives/slack/export --channel-prefix fidelity; else echo "Provide Slack import arguments, set FIDELITY_SLACK_EXPORT_PATH, or place an extracted export in archives/slack/export."; fi`
+!`prefix="${AIW_CHANNEL_PREFIX:-fidelity}"; if [ -n "$ARGUMENTS" ]; then python3 scripts/slack/import_slack_export.py $ARGUMENTS; elif [ -n "$AIW_SLACK_EXPORT_PATH" ]; then python3 scripts/slack/import_slack_export.py --export-path "$AIW_SLACK_EXPORT_PATH" --channel-prefix "$prefix"; elif [ -n "$FIDELITY_SLACK_EXPORT_PATH" ]; then python3 scripts/slack/import_slack_export.py --export-path "$FIDELITY_SLACK_EXPORT_PATH" --channel-prefix "$prefix"; elif [ -d archives/slack/export ]; then python3 scripts/slack/import_slack_export.py --export-path archives/slack/export --channel-prefix "$prefix"; else echo "Provide Slack import arguments, set AIW_SLACK_EXPORT_PATH, set FIDELITY_SLACK_EXPORT_PATH, or place an extracted export in archives/slack/export."; fi`
 
 Read:
 
 @ai/AGENTS.md
+@core/README.md
+@core/memory/operational-memory.md
+@core/integrations/communication-model.md
 @ai/context/index.md
 @ai/context/project.md
 @ai/context/systems/index.md
@@ -46,7 +51,7 @@ Imported Slack context, if present:
 
 Instructions:
 
-- treat the Slack archive as historical evidence
+- treat the Slack archive as historical evidence, not promoted memory by itself
 - assume this may be a large multi-year export
 - assume the first import should preserve evidence from the beginning of the project, not just recent history
 - promote durable project-relevant context automatically when confidence is high