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aiwg

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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Workspace Health Check Skill Assesses workspace alignment and suggests cleanup or realignment actions at key transition points. ## Trigger Conditions This skill should be invoked: - At the end of phase transitions (flow commands) - After completing major features or intensive processes - When documentation appears out of sync - Manually via "check workspace health" or similar ## Natural Language Triggers - "check workspace health" - "is my workspace aligned" - "workspace status" - "do I need to realign" - "cleanup recommendations" ## Assessment Checklist ### 1. Working Directory Health ```yaml checks: - name: working_directory_size description: Check if .aiwg/working/ has accumulated stale files threshold: ">10 files or >1MB" action: Suggest /workspace-prune-working - name: orphan_drafts description: Draft artifacts not linked to requirements action: Suggest review or archival - name: stale_locks description: Lock files older than 24h action: Suggest cleanup ``` ### 2. Documentation Alignment ```yaml checks: - name: phase_documentation description: Current phase docs match project state sources: - .aiwg/planning/phase-plan-*.md - .aiwg/reports/*-completion-report.md action: Suggest /workspace-realign if mismatched - name: requirement_coverage description: All requirements have linked artifacts action: Suggest /check-traceability - name: architecture_drift description: Code diverged from documented architecture action: Suggest architecture review or ADR update ``` ### 3. Artifact Freshness ```yaml checks: - name: stale_artifacts description: Key artifacts not updated in >30 days during active dev artifacts: - SAD (Software Architecture Document) - Risk Register - Test Strategy action: Flag for review - name: completion_markers description: Artifacts marked complete but phase still active action: Suggest status update ``` ## Output Format ```markdown ## Workspace Health Report **Overall Status**: [Healthy | Needs Attention | Requires Realignment] ### Quick Actions - [ ] Run `/workspace-prune-working` - 15 stale files in working/ - [ ] Review 3 orphaned draft artifacts - [ ] Update risk register (last modified 45 days ago) ### Detailed Findings #### Working Directory - Status: Needs cleanup - Files: 15 (threshold: 10) - Oldest: inception-notes-draft.md (created 2024-11-15) - Recommendation: Promote or archive before next phase #### Documentation Alignment - Phase: Construction - Last phase report: Elaboration completion (2024-12-01) - Missing: Construction kickoff documentation - Recommendation: Run `/flow-elaboration-to-construction` completion steps #### Traceability - Requirements covered: 85% - Orphan code files: 3 - Recommendation: Run `/check-traceability` for details ``` ## Integration Points ### Flow Command Endings Add to flow command templates: ```markdown ## Post-Completion After this flow completes, consider running a workspace health check: [workspace-health] Assessing workspace alignment... If issues found, the skill will suggest appropriate cleanup commands. ``` ### Proactive Invocation The orchestrator should invoke this skill: 1. When transitioning between SDLC phases 2. After completing iteration cycles 3. When user requests project status 4. Before major deployments ## Implementation Notes This skill should: 1. Read workspace state from `.aiwg/` structure 2. Compare against expected state for current phase 3. Generate actionable recommendations 4. NOT automatically execute cleanup (user confirms) ## Related Commands - `/workspace-prune-working` - Clean up working directory - `/workspace-realign` - Reorganize documentation structure - `/workspace-reset` - Full workspace reset (destructive) - `/project-status` - Current project state - `/check-traceability` - Verify requirement links