agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Analyze codebase and inject @-mentions for traceability
$ npx -y skills add jmagly/aiwg --skill mention-wire --agent claude-codeHow it fires
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Analyze codebase and inject @-mentions for traceability
namespace: aiwg name: mention-wire platforms: [all] description: Analyze codebase and inject @-mentions for traceability
Analyze codebase relationships and inject @-mentions for traceability.
/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
| 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 |
Identify files and their types:
Detect relationships using heuristics:
| Pattern | Inferred @-mention | Confidence | |---------|-------------------|------------| | File in `src/auth/` | `@.aiwg/requirements/UC-*-auth*.md` | 85% | | File named `*test*.ts` | `@$AIWG_ROOT/src/{corresponding-source}.ts` | 92% | | Comment `// UC-001` | `@.aiwg/requirements/UC-001.md` | 95% | | Comment `// ADR-005` | `@.aiwg/architecture/adrs/ADR-005*.md` | 90% | | JSDoc `@implements` | Parse and validate | 98% | | Import statement | `@{imported-file}` | 88% |
Output format:
src/services/auth/login.ts (confidence: 85%) + @.aiwg/requirements/UC-003-user-auth.md (name match) + @.aiwg/architecture/adrs/ADR-005-jwt-strategy.md (comment: "JWT") test/integration/auth.test.ts (confidence: 92%) + @$AIWG_ROOT/src/services/auth/login.ts (test-to-source) + @.aiwg/requirements/UC-003-user-auth.md (inherited from source)
Depending on mode:
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 */
Add to References section:
## References - @.aiwg/requirements/user-stories.md - Functional requirements - @.aiwg/architecture/software-architecture-doc.md - Architecture
# 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
aiwg wire-mentions [--target <dir>] [--dry-run] [--interactive] [--auto]
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.
Repo: jmagly/aiwg
Crash-resilient external agent loop with state persistence and CI/CD integration
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
Enable agent loops to learn from similar past tasks and share patterns across loops
Query and manage the executable feedback debug memory
Execute tests on generated code and iterate until passing