MCP App StoreMCP App StoreAutomatically populates SDLC artifact metadata headers across project templates using team configuration (e.g., .aiwg/team/team-profile.md). Fields like author, created date, project, organization, status, and version are filled in idempotently.
Run at project start after team onboarding, when adding new artifacts, or when standardizing project metadata across templates. Supports dry-run previews, targeted type fills (ADRs, use cases, test plans), and author overrides.
Intended for agentic developer toolchains (Claude Code, Codex, Copilot-style orchestrators) that integrate with repo templates and CLIs.
Prefill Cards auto-populates SDLC artifact metadata (author, project, date, status) across project templates using a team profile. No bundled scripts — purely an instructional SKILL.md that delegates to the `aiwg` CLI. Well-organized with clear triggers, behavior steps, and examples, but entirely dependent on the AIWG framework being installed and configured.
Clean skill — no security concerns. Purely instructional with no executable code. Niche usefulness as it requires the AIWG framework. Well-structured documentation with good trigger patterns and examples.
Corpus Export
Package selected subsets of a research corpus into portable archives (tar.gz/zip) including PDFs, analysis, citations and BibTeX with manifest and provenance.
Corpus Export
Export selected subsets of a research corpus into portable archives (tar.gz or zip) including PDFs, analysis, citations, and BibTeX for sharing or reproducibili
SDLC Flow Gate Check
Orchestrate automated SDLC gate validations with specialist subagents and synthesize a clear pass/fail report.
AIWG Steward
Provides provider capability awareness and intelligent command routing for AI-augmented development platforms.
AIWG Plugin Packager
Bundle, validate, and publish AIWG marketplace delivery wrappers into distributable archives.
Corpus Snapshot
Generates a point-in-time report of a research corpus, including topology, dimensions, and quality metrics.
Twelve-Factor App Audit
Performs a structured audit of applications against Twelve-Factor and modern cloud-native operational criteria to identify readiness gaps.
Development Worktree
Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.
Readwise Reader Document Management
Manage Readwise Reader documents: list, save, search, move, tag, highlight, export and bulk-edit via official and custom CLIs.
Bounty Hunter — Atlas
Persona skill: 'Atlas' — a profit-focused developer persona for discovering, evaluating and executing paid bounties or freelance tasks with ROI-aware workflows.
Junshi — Research Advisor
Daily strategic research advisor that scans arXiv/venues, digests papers, and proposes bold, ranked research ideas tailored to the user's profile.
Full Stack Builder
End-to-end builder that scaffolds, implements, tests, and optionally deploys web and API applications from a natural-language specification.
ezBookkeeping API Tools
Command-line API tools for ezBookkeeping: record and query transactions, retrieve accounts/categories/tags, and fetch exchange rates for self-hosted personal fi
Feishu Voice Sender
Convert MP3s and send them as native Feishu voice messages (playable voice clips) to users or groups.
Claw Bench
Benchmarking skill that guides an agent through a structured suite of capability tests and reporting steps for leaderboard submission.
