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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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# @-Mention Utilities Manage traceability through @-mention references in code and documentation. @-mentions create bidirectional links between requirements, architecture, code, and tests. --- ## Commands | Command | Description | |---------|-------------| | `/mention-wire` | Inject @-mentions based on codebase analysis | | `/mention-validate` | Validate @-mentions resolve to existing files | | `/mention-lint` | Lint @-mentions for style consistency | | `/mention-report` | Generate traceability report | | `/mention-conventions` | Display naming conventions | --- ## Wiring @-Mentions Analyze your codebase and automatically inject @-mentions for traceability. ```text /mention-wire # Analyze current directory /mention-wire --dry-run # Preview changes /mention-wire --interactive # Approve each mention /mention-wire --auto # Apply high-confidence mentions /mention-wire --confidence 90 # Set threshold (default: 80) ``` The wiring process: 1. Scans source, test, and SDLC artifact files 2. Detects relationships using heuristics 3. Generates suggestions with confidence scores 4. Applies changes based on mode --- ## Naming Conventions ### Requirements ```text @.aiwg/requirements/UC-{NNN}-{slug}.md # Use cases (UC-001-user-auth.md) @.aiwg/requirements/NFR-{CAT}-{NNN}.md # Non-functional (NFR-SEC-001.md) @.aiwg/requirements/user-stories.md # User story collection ``` NFR categories: `SEC`, `PERF`, `SCAL`, `AVAIL`, `MAINT`, `USAB` ### Architecture ```text @.aiwg/architecture/adrs/ADR-{NNN}-{slug}.md # Decision records @.aiwg/architecture/components/{name}.md # Component specs @.aiwg/architecture/software-architecture-doc.md # Main SAD ``` ### Security ```text @.aiwg/security/threat-model.md # Main threat model @.aiwg/security/TM-{NNN}.md # Individual threats @.aiwg/security/controls/{control-id}.md # Security controls ``` ### Code References ```text @src/{path/to/file} # Source files @test/{path/to/file} # Test files @docs/{path/to/file} # Documentation ``` --- ## Placement Rules ### In Code Files (TypeScript/JavaScript) ```typescript /** * @file Authentication Service * @implements @.aiwg/requirements/UC-003-user-auth.md * @architecture @.aiwg/architecture/adrs/ADR-005-jwt-strategy.md * @tests @test/integration/auth.test.ts */ export class AuthService { // ... } ``` ### In Python Files ```python """ Authentication Service @implements: @.aiwg/requirements/UC-003-user-auth.md @architecture: @.aiwg/architecture/adrs/ADR-005-jwt-strategy.md @tests: @test/integration/test_auth.py """ ``` ### In Markdown Documents ```markdown ## References - @.aiwg/requirements/user-stories.md - Functional requirements - @.aiwg/architecture/software-architecture-doc.md - Architecture - @.aiwg/security/threat-model.md - Security considerations ``` ### Inline Comments ```typescript // Per @.aiwg/security/controls/authn-001.md - validate token expiry if (token.exp < Date.now()) { throw new AuthError('Token expired'); } ``` --- ## ID Format Rules | Type | Format | Example | |------|--------|---------| | Use Case | UC-NNN | UC-001, UC-042 | | NFR | NFR-CAT-NNN | NFR-SEC-001 | | ADR | ADR-NNN | ADR-001, ADR-015 | | Threat | TM-NNN | TM-001, TM-023 | | Test Case | TC-NNN | TC-001, TC-150 | **Rules:** - Always use 3-digit zero-padded numbers - Use lowercase for paths - Use hyphens for slugs (not underscores) --- ## Validation and Linting ```text # Check all @-mentions resolve to real files /mention-validate # Lint for style consistency /mention-lint # Auto-fix style issues /mention-lint --fix ``` **Lint Rules:** | Rule | Description | Auto-fix | |------|-------------|----------| | ML001 | Path not exist | No | | ML002 | Wrong case | Yes | | ML003 | Missing prefix | Yes | | ML004 | Deprecated pattern | Yes | | ML005 | Invalid ID format | Yes | | ML006 | Duplicate mentions | Yes | --- ## Traceability Reports Generate reports showing links between artifacts: ```text /mention-report # Markdown report /mention-report --format json # JSON output /mention-report --format csv # CSV for spreadsheets ``` --- ## Best Practices 1. **Be Specific** - Reference exact documents, not directories 2. **Keep Current** - Update @-mentions when files move 3. **Validate Often** - Run `/mention-validate` before commits 4. **Wire-As-You-Go** - Add @-mentions when creating files, not as a batch later 5. **Generate Reports** - Use `/mention-report` for traceability audits