Aiwg mention-wire

Analyze codebase and inject @-mentions for traceability

install

source · Clone the upstream repo

git clone https://github.com/jmagly/aiwg

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/jmagly/aiwg "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.agents/skills/mention-wire" ~/.claude/skills/jmagly-aiwg-mention-wire && rm -rf "$T"

manifest: .agents/skills/mention-wire/SKILL.md

source content

@-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