Skip to content
Development
Skill

/mention-wire

Analyze codebase and inject @-mentions for traceability

From plugin
aiwg
211200 skills199 agents26 commands
Install
$ npx -y skills add jmagly/aiwg --skill mention-wire --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/mention-wire

Context preview

The summary Claude sees to decide when to auto-load this skill.

Analyze codebase and inject @-mentions for traceability

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
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.

Get the whole plugin

Other skills on aiwg.