# justinmchoi

> Open-source publisher. Listings imported from github.com/justinmchoi — credited to the original author with their license.

- **Listings:** 9
- **Total installs:** 0
- **Profile:** https://agentstack.voostack.com/s/justinmchoi
- **Website:** https://github.com/justinmchoi

## Published listings

- [Staff Level Review](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-staff-level-review) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-staff-level-review`
  Read-only engineering review with a fixed findings/verdict output contract. Use when the review needs that contract, a review context bundle, or a non-GitHub diff source (e.g. Azure DevOps, a patch file, a bounded set of repos and docs). For routine review of a local diff or GitHub PR, prefer the built-in /code-review or /review instead.
- [Improve Codebase Architecture](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-improve-codebase-architecture) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-improve-codebase-architecture`
  Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
- [Methodology Intake](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-methodology-intake) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-methodology-intake`
  Evaluate an external article, repository, tool list, paper, framework, or workflow before promoting it into repo artifacts. Use when deciding whether outside methodology material should become a Rule, Skill, Context term, ADR, Spec, Issue, or No-op.
- [Setup Agent Team](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-setup-agent-team) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-setup-agent-team`
  Create a bounded manual execution packet for large AI-agent team workflows, or refuse/downgrade when the task should stay single-agent. Use when work is multi-domain, parallelizable, and context-heavy enough to need role selection, context packets, ownership boundaries, handoffs, budgets, verification, package-execution policy, and external-system credential policy before launching workers.
- [Query Azure Devops](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-query-azure-devops) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-query-azure-devops`
  Query work items and pull requests from an Azure DevOps organization. Use when asked to pull tickets, stories, support requests, PRs, or activity summaries from Azure DevOps. Encodes the correct tech-path discovery sequence so you do not waste turns on dead ends.
- [Client Flow Diagrams](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-client-flow-diagrams) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-client-flow-diagrams`
  Create or revise high-level flow diagrams for client or non-technical audiences. Use when the user needs a workflow, process, integration, or system-interaction diagram that communicates business-level behavior without exposing implementation details.
- [Draft Handoff](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-draft-handoff) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-draft-handoff`
  Hand a drafted artifact to the user through the clipboard, with post-copy verification and on-demand re-copy, so the user can review it and paste it into a destination the agent must not or cannot write to directly (a review-gated personal vault such as Obsidian, a web form, another application). Trigger phrases include "copy for me", "幫我複製", "pbcopy", "過目再貼". Do NOT use when the agent can write…
- [Grill Spec](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-grill-spec) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-grill-spec`
  在還沒有具體計畫時盤問需求、術語、邊界與驗收條件，出口是第一個最小 vertical slice。Use when requirements are unclear and no concrete plan exists yet — the user has a goal or feature idea but scope, acceptance checks, or domain terms are still fuzzy. Do NOT use when a concrete plan already exists and needs challenging against documented decisions — use grill-with-docs for that.
- [Social Live Photo Card](https://agentstack.voostack.com/l/skill-justinmchoi-ai-toolkit-social-live-photo-card) — Skill · Free · security-reviewed — `agentstack add skill-justinmchoi-ai-toolkit-social-live-photo-card`
  Turn user-provided short videos, video collections, photo collections, or mixed media into a social-platform Live Photo card when one small motion point explains more than a static image, with collection screening, first-frame, duration, crop, and publish-path checks.

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Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add <slug>`.