kw-plugin

Ask Gemini for a second opinion on any file, topic, or question

Guide feature definition through discussion, generate a 1-pager, and create a GitHub issue

Create a GitHub issue and add it to ExamJam V.Next 25 project with Priority, Type, Initiative, and Status

Create a PR with an AI-generated best-in-class description based on commits

Dual code review from Claude + Gemini. Pass 1-3 for local changes or a PR number directly.

Generate images using Gemini (Nano Banana) with AI-enhanced prompts

Generate publication-quality illustrations using a 5-agent pipeline

Show what's shipping - run Sunday after release train is merged

Show what happened - run Tuesday after prod stabilizes

Run code review using the code-reviewer skill. Pass 1-3 for local changes or a PR number directly.

Pedagogical code walkthrough - teaches you about your own code changes

Show team GitHub activity - PRs, reviews, merge times, bottlenecks, quality signals

Validate plans, proposals, roadmaps, or architecture with parallel team analysis

Detects common failure patterns in proposals, architectures, plans, and decisions. Use when reviewing any plan to identify red flags before they become problems. Covers architecture, timeline, team, process, and technology anti-patterns. Works on any domain — not just code.

Identifies and stress-tests implicit assumptions in plans, proposals, and decisions. Use when validating roadmaps, reviewing architecture proposals, assessing timelines, or challenging any plan where hidden assumptions could cause failure. Works on any domain — code, business, strategy, operations.

Reviews code for logic flaws, edge cases, performance bottlenecks, security vulnerabilities, maintainability concerns, architecture best practices, and adherence to local patterns and CLAUDE.md guidelines. Use when users ask for code review or analysis, including reviewing uncommitted changes, the last local commit, unpushed code, or a specific GitHub pull request.

Guides users through defining features via adaptive discussion and generates structured feature 1-pagers. Use when users want to create a well-documented feature request or need help articulating a feature idea. The discussion is conversational, not a form - follow threads, ask follow-ups, and refine until the user is satisfied.

Gets Gemini's independent opinion on any file, topic, or discussion. Use when users say "ask gemini", "gemini opinion", or "what does gemini think". Provides a second perspective from a different AI model with Claude's commentary. Requires GEMINI_API_KEY environment variable to be set.

Dual code review: gets independent reviews from both Claude and Gemini API, then synthesizes agreements, unique findings, and a verdict. Use when users say "gemini review", "dual review", or want a second-perspective code review. Requires GEMINI_API_KEY environment variable to be set.

Provides team GitHub activity insights including merged PRs, contributor leaderboards, merge velocity, review participation, and PR size analysis. Use when users ask about team productivity, who merged PRs, code contribution stats, review patterns, or developer activity.

Generates images using Google Gemini's image generation models (Nano Banana). Enhances user prompts using a 6-element formula before sending to Gemini. Supports text-to-image and image-to-image generation. Use when users want to create, generate, or modify images with AI.

Creates GitHub issues and adds them to the ExamJam V.Next 25 project (project 19) with custom field values. Handles the complete workflow of gathering issue details, fetching project field options dynamically, creating the issue, adding it to the project, and setting Priority, Type, Initiative, and Status fields.

Generates publication-quality illustrations using a 5-agent pipeline inspired by PaperBanana (academic illustration framework). Orchestrates specialized agents: Retriever, Planner, Stylist, Visualizer, and Critic. Use when users need high-quality, iterative image generation with style consistency and quality review.

This skill should be used when the user asks to "create a PR", "open a pull request", "write a PR description", "push and create PR", or needs to generate a best-in-class pull request description based on commits. Provides industry-standard PR description formatting following conventional commits, Microsoft Engineering Playbook, and HackerOne best practices.

Generates weekly release cycle reports for the team. - preview: What's shipping (run Sunday after release train) - retro: What happened (run Tuesday after prod stabilizes)

Pedagogical code walkthrough that teaches developers about their own code. Explains choices, tradeoffs, alternatives, and refactoring opportunities. Use when users say "teach me", "explain my changes", "walk me through", "what did I build", or want to understand their code at a deeper level. Works on uncommitted changes, last commit, unpushed commits, or a PR.

Synthesizes validation analysis into a structured 8-section report with clear verdict (GOOD / NEEDS MAJOR WORK / BAD), strengths, critical flaws, blindspots, and actionable path forward. Use after assumption-challenger and antipattern-detector have produced their analyses, or standalone for quick validations. Produces the final deliverable for /validate.

2 hooks across 2 events