aiwg
Reusable project context and specialist workflows for AI coding tools. Adds skills for autonomous agent loops, automatic test execution after code changes, cross-task learning, and debug memory.

Reusable project context and specialist workflows for AI coding tools. Adds skills for autonomous agent loops, automatic test execution after code changes, cross-task learning, and debug memory.
Query and manage the unified .aiwg/activity.log chronological record of AIWG-managed workflow operations
Scaffold a new agent definition file inside an existing addon or framework
Scaffold a new behavior definition with BEHAVIOR.md and optional scripts inside an existing addon or framework
Scaffold a new command definition inside an existing addon or framework
Scaffold a new SKILL.md inside an existing addon or framework
Scaffold a new document template inside an existing addon or framework
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Crash-resilient external agent loop with state persistence and CI/CD integration
Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive…
AIWG-specific delivery pull request workflow; explicit alias for aiwg-pr, not a generic repository PR guide
Run a comprehensive health check on the AIWG installation and workspace with pass/fail diagnostics and remediation steps
Contextual AIWG help — explains current version features, answers how-to questions, routes live queries to the steward
Ensures marketing materials meet accessibility standards for inclusive communication
Web accessibility compliance expert. Ensure WCAG 2.1 AA/AAA standards, implement ARIA attributes, keyboard navigation, screen…
| Attribute | Value | |-----------|-------| | **Name** | Acquisition Agent | | **ID** | research-acquisition-agent | |…
Orchestrates media downloads with format selection, parallel execution, progress tracking, and error recovery
Creates agent definitions on-demand and deploys them to platform directories for immediate use
Machine learning integration, MLOps pipeline design, and model deployment specialist. Design training pipelines, optimize…
AIWG development expert specializing in creating and extending addons, frameworks, and extensions
Capability discovery and tool-selection specialist — the finder for AIWG's operational assets. Takes a natural-language request,…
Choose for implementation, tests, debugging, and routine technical delivery
Choose for discovery, inventory, focused edits, and bounded low-cost work
Choose to explore codebase, search files, inspect docs or logs, and return cited findings
Address selected issues via the address-issues skill (auto-detects the project tracker — gitea/github/local)
Use this template for creating sophisticated agents that handle complex, multi-step workflows with domain expertise.
Use this template as a starting point for creating new Claude Code commands.
Route plain-language dataset work to governed AIWG dataset orchestration
**Date**: 2026-01-25 **Status**: Complete **Owner**: Requirements Analyst **Team**: Research Framework
Audit and triage issue backlogs without starting implementation work
Rebuild the local issue index from canonical .aiwg/issues/items markdown files
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