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/mention-wire

Analyze codebase and inject @-mentions for traceability

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aiwg
227200 skills199 agents26 commands

Claude Code

$ npx -y skills add jmagly/aiwg --skill mention-wire --agent claude-code

SKILL.md

mention-wire.SKILL.md
namespace: aiwg
name: mention-wire
platforms: [all]
description: Analyze codebase and inject @-mentions for traceability

@-Mention Wiring

Analyze codebase relationships and inject @-mentions for traceability.

Research Foundation

  • **REF-001**: BP-9 - Traceability from requirements to code to tests
  • Claude Code 2.0.43: @-mention fixes for reliable nested loading

Usage

/mention-wire                           # Analyze current directory
/mention-wire --dry-run                 # Show what would be added
/mention-wire --interactive             # Approve each mention
/mention-wire --auto                    # Apply high-confidence mentions
/mention-wire --confidence 90           # Set confidence threshold

Options

| Option | Default | Description | |--------|---------|-------------| | --target | . | Directory to analyze | | --dry-run | false | Show proposed changes without applying | | --interactive | false | Prompt for approval per file | | --auto | false | Apply mentions above confidence threshold | | --confidence | 80 | Minimum confidence % for auto mode |

Process

1. Scan Directory

Identify files and their types:

  • Source code (`.ts`, `.js`, `.py`, `.go`, etc.)
  • Test files (`*.test.*`, `*.spec.*`, `test_*`)
  • SDLC artifacts (`.aiwg/**/*.md`)
  • Documentation (`docs/**/*.md`)

2. Analyze Relationships

Detect relationships using heuristics:

| Pattern | Inferred @-mention | Confidence | |---------|-------------------|------------| | File in `src/auth/` | `@.aiwg/requirements/UC-*-auth*.md` | 85% | | File named `*test*.ts` | `@$AIWG_ROOT/src/{corresponding-source}.ts` | 92% | | Comment `// UC-001` | `@.aiwg/requirements/UC-001.md` | 95% | | Comment `// ADR-005` | `@.aiwg/architecture/adrs/ADR-005*.md` | 90% | | JSDoc `@implements` | Parse and validate | 98% | | Import statement | `@{imported-file}` | 88% |

3. Generate Suggestions

Output format:

src/services/auth/login.ts (confidence: 85%)
  + @.aiwg/requirements/UC-003-user-auth.md (name match)
  + @.aiwg/architecture/adrs/ADR-005-jwt-strategy.md (comment: "JWT")

test/integration/auth.test.ts (confidence: 92%)
  + @$AIWG_ROOT/src/services/auth/login.ts (test-to-source)
  + @.aiwg/requirements/UC-003-user-auth.md (inherited from source)

4. Apply Changes

Depending on mode:

  • `--dry-run`: Display only
  • `--interactive`: Prompt per file
  • `--auto`: Apply above threshold

Placement Rules

Code Files

Add @-mentions to file header:

/**
 * @file Authentication Service
 * @implements @.aiwg/requirements/UC-003-user-auth.md
 * @architecture @.aiwg/architecture/adrs/ADR-005-jwt-strategy.md
 * @security @.aiwg/security/controls/authn-001.md
 * @tests @test/integration/auth.test.ts
 */

Markdown Files

Add to References section:

## References

- @.aiwg/requirements/user-stories.md - Functional requirements
- @.aiwg/architecture/software-architecture-doc.md - Architecture

Examples

# Preview what would be wired
/mention-wire --dry-run

# Wire with interactive approval
/mention-wire --interactive

# Auto-wire high confidence (>80%)
/mention-wire --auto

# Auto-wire with higher threshold
/mention-wire --auto --confidence 90

CLI Equivalent

aiwg wire-mentions [--target <dir>] [--dry-run] [--interactive] [--auto]

Related Commands

  • `/mention-validate` - Validate @-mentions resolve
  • `/mention-lint` - Lint @-mention style
  • `/mention-report` - Generate traceability report
  • `/mention-conventions` - Display conventions

Wire @-mentions for: $ARGUMENTS

Read more
@jmagly
Ships withaiwg

Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.

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Questions about mention-wire.

Which coding agents can use mention-wire?
mention-wire installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.