/mention-wire
Analyze codebase and inject @-mentions for traceability
Claude Code
$ npx -y skills add jmagly/aiwg --skill mention-wire --agent claude-code
Codex
$ npx skills add jmagly/aiwg --skill mention-wire -a codex -y
Cursor
$ npx skills add jmagly/aiwg --skill mention-wire -a cursor -y
Gemini CLI
$ npx skills add jmagly/aiwg --skill mention-wire -a gemini-cli -y
GitHub Copilot
$ npx skills add jmagly/aiwg --skill mention-wire -a github-copilot -y
OpenCode
$ npx skills add jmagly/aiwg --skill mention-wire -a opencode -y
Windsurf
$ npx skills add jmagly/aiwg --skill mention-wire -a windsurf -y
SKILL.md
mention-wire.SKILL.mdnamespace: 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: $ARGUMENTS
Read more
namespace: aiwg name: mention-wire platforms: [all] description: Analyze codebase and inject @-mentions for traceability
@-Mention Wiring
Analyze codebase relationships and inject @-mentions for traceability.
Research Foundation
- **REF-001**: BP-9 - Traceability from requirements to code to tests
- Claude Code 2.0.43: @-mention fixes for reliable nested loading
Usage
/mention-wire # Analyze current directory /mention-wire --dry-run # Show what would be added /mention-wire --interactive # Approve each mention /mention-wire --auto # Apply high-confidence mentions /mention-wire --confidence 90 # Set confidence threshold
Options
| Option | Default | Description | |--------|---------|-------------| | --target | . | Directory to analyze | | --dry-run | false | Show proposed changes without applying | | --interactive | false | Prompt for approval per file | | --auto | false | Apply mentions above confidence threshold | | --confidence | 80 | Minimum confidence % for auto mode |
Process
1. Scan Directory
Identify files and their types:
- Source code (`.ts`, `.js`, `.py`, `.go`, etc.)
- Test files (`*.test.*`, `*.spec.*`, `test_*`)
- SDLC artifacts (`.aiwg/**/*.md`)
- Documentation (`docs/**/*.md`)
2. Analyze Relationships
Detect relationships using heuristics:
| Pattern | Inferred @-mention | Confidence | |---------|-------------------|------------| | File in `src/auth/` | `@.aiwg/requirements/UC-*-auth*.md` | 85% | | File named `*test*.ts` | `@$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
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.
Other skills on aiwg.
More skills from other plugins.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
ask-matt
Ask which skill or flow fits your situation. A router over the skills in this repo.
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.

