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david.delagneau 8026da5719 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.

2026-04-16 08:35:53 -06:00

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Workspace Model

Purpose

This repository is a support workspace, not the implementation repository.

It now has two layers:

core/ contains reusable project-independent operating rules
profiles/<project>/ contains project-specific configuration and assumptions

What belongs here

daily logs
communication context
manager update drafts
stable project knowledge
debugging summaries
reusable command, prompt, skill, and agent rules that make the workspace behave consistently
project profiles that configure the reusable core for a specific project

What does not belong here

product source code
assumptions about code changes not yet verified
statements that imply work was executed from this machine unless explicitly true

Operational Surface

When the user corrects a recurring behavior, the workspace should update the file that controls that behavior:

core/ for reusable project-independent behavior
profiles/<project>/ for project-specific assumptions
.opencode/commands/ for slash commands
prompts/ for reusable drafting templates
.opencode/agents/ and ai/AGENTS.md for default agent behavior
.opencode/skills/ for specialized workflows
knowledge/ and ai/context/process/ for durable process rules

Daily logs can preserve evidence, but they should not be the only place where a reusable behavior rule lives.

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