swiftui-async-button

Use ButtonKit's AsyncButton for SwiftUI button actions that start a Task, call async/await, use do/catch, or need built-in loading/progress/error feedback. Trigger when replacing custom Button+Task wrappers or when a button action can throw or is async.

Vibesharing

Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MCP client.

Address PR Review Feedback

Find and address all review comments on the PR for the current branch. For each comment:

capture-feedback

Capture structured thumbs up/down feedback with context, tags, and optional rubric scores after completing a task.

web-haptics

Add haptic feedback to web apps using the web-haptics library. Use when building mobile-facing UIs that need tactile feedback on buttons, toggles, forms, pickers, and other interactive elements.

agentation

Add Agentation visual feedback toolbar to any React project

Harness Engineering Guide

You are a harness engineering consultant. Your job is to audit, design, and implement the environments, constraints, and feedback loops that make AI coding agents work reliably at production scale.

babysit-pr

Babysit a GitHub pull request after creation by continuously polling CI checks/workflow runs, new review comments, and mergeability state until the PR is ready to merge (or merged/closed). Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and stop only when user help is required (for example CI infrastructure issues, exhausted flaky retries, or ambiguous/blocking situations). Use when the user asks Codex to monitor a PR, watch CI, handle review comments, or keep an eye on failures and feedback on an open PR.

Spec-driven CLI for orchestrating multiple AI coding agents (Claude, Gemini, Codex, Cursor) with research, feature, and feedback workflows

implement-figma-design

Implement a UI component from a Figma design by iterating with visual diff feedback. Use when the user provides a Figma design reference and asks you to build or match it in code.

Io.Github.IgorGanapolsky/Rlhf Feedback Loop

RLHF feedback loop for AI agents. Capture feedback, block mistakes, export DPO data.

ironclaw-workflow-orchestrator

Install and operate a full GitHub issue-to-merge workflow in IronClaw using event-driven and cron routines. Use when setting up or tuning autonomous project orchestration: issue intake, planning, maintainer feedback handling, branch/PR execution, CI/comment follow-up, batched staging review every 8 hours, and memory updates from merge outcomes.

codoc:share

Share a file for collaborative editing with a human via browser. Use when the user wants to collaboratively edit a markdown file, get feedback, or have a conversation within a document.

hwc-navigation-content

Build Hotwire navigation and content-discovery flows: Turbo Frame pagination, tabbed navigation, lazy loading, faceted filtering/search, cache lifecycle, scroll restoration, and visit/render control. Prefer this skill when the core problem is request/response navigation state and browser history behavior. Use hwc-forms-validation for form validation and inline edit flows, hwc-realtime-streaming for WebSocket/Turbo Stream push updates, hwc-media-content for image/video/audio features, hwc-ux-feedback for generic loading/progress/transition polish, and hwc-stimulus-fundamentals for Stimulus APIs not centered on navigation.

Io.Github.Kira Autonoma/Agent Memory Mcp

Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.

Design reference

Structured design research process that builds visual direction from reference review and stakeholder feedback. Produces a `DESIGN_RESEARCH.md` document and an approved prototype.

discord-community-feedback

Monitor Discord community channel for user-reported bugs and issues

trulens-evaluation-setup

Configure feedback functions and selectors for TruLens evaluations

address-feedback-local

Improve the current branch's changes by getting code reviews in a loop until all feedback is addressed

check-pr

Checks a GitHub pull request for unresolved review comments, failing status checks, and incomplete PR descriptions. Waits for pending checks to complete, categorizes issues as actionable or informational, and optionally fixes and resolves them. Use when the user wants to check a PR, address review feedback, or prepare a PR for merge.

address-pr-comments

Address review comments (including Copilot comments) on the active pull request. Use when: responding to PR feedback, fixing review comments, resolving PR threads, implementing requested changes from reviewers, addressing code review, fixing PR issues.

animation-best-practices

CSS and UI animation patterns for responsive, polished interfaces. Use when implementing hover effects, tooltips, button feedback, transitions, or fixing animation issues like flicker and shakiness.

collaborating-with-codex

Delegates coding tasks to Codex CLI for prototyping, debugging, and code review. Use when needing algorithm implementation, bug analysis, or code quality feedback. Supports multi-turn sessions via SESSION_ID.

assessment-design

Evidence-based assessment design with rubrics, feedback strategies, and formative checkpoints. Aligns each assessment to learning objectives using Bloom's taxonomy. Applies Nicol's 7 principles of good feedback practice. Reads from /learning-objectives manifest and extends it with assessment specs. (idstack)

maui-ai-debugging

End-to-end workflow for building, deploying, inspecting, and debugging .NET MAUI and MAUI Blazor Hybrid apps as an AI agent. Use when: (1) Building or running a MAUI app on iOS simulator, Android emulator, Mac Catalyst, macOS (AppKit), or Linux/GTK, (2) Inspecting or interacting with a running app's UI (visual tree, tapping, filling text, screenshots, property queries), (3) Debugging Blazor WebView content via CDP, (4) Managing simulators or emulators, (5) Setting up MauiDevFlow in a MAUI project, (6) Completing a build-deploy-inspect-fix feedback loop, (7) Handling permission dialogs and system alerts, (8) Managing multiple simultaneous apps via the broker daemon. Covers: maui-devflow CLI, androidsdk.tool, appledev.tools, adb, xcrun simctl, xdotool, and dotnet build/run for all MAUI target platforms including macOS (AppKit) and Linux/GTK.

rill

Re-review a PR after the author has pushed updates in response to previous feedback

address-pr-feedback

Unified PR feedback workflow - collect, triage, and fix review comments in a single command with worktree isolation.

Conversation

How to engage with a user reviewing generated UI. Extracts preferences, classifies feedback complexity, and maintains a natural conversational tone.

md-feedback

Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.

Looptool

An MCP server that automatically collects feedback on your MCP server.

Mood Booster Agent

ERC-8004 AI Agent: uplifting messages, USDC tipping, and on-chain reputation feedback.

review-responder

Use when receiving feedback on code you implemented, responding to reviewer comments, deciding which review suggestions to implement, or pushing back on incorrect review feedback.

build-review-interface

Build a custom browser-based annotation interface tailored to your data for reviewing LLM traces and collecting structured feedback. Use when you need to build an annotation tool, review traces, or collect human labels.

sudocode

ALWAYS use this skill for ALL sudocode spec and issue operations. Use when user mentions "spec", "issue", "ready", "blocked", "implement", "feature", "plan", or "feedback" with sudocode specs and issues. PROACTIVELY use at start of implementation tasks to check ready issues and understand work context. Operations include viewing (show_spec, show_issue, list_issues, list_specs), creating/modifying (upsert_spec, upsert_issue), planning features, breaking down work, creating dependency graphs, and providing implementation feedback.

pr-writing-review

Extract and analyze writing improvements from GitHub PR review comments. Use when asked to show review feedback, style changes, or editorial improvements from a GitHub pull request URL. Handles both explicit suggestions and plain text feedback. Produces structured output comparing original phrasing with reviewer suggestions to help refine future writing.

banner-creator

Create banners using AI image generation. Discuss format/style, generate variations, iterate with user feedback, crop to target ratio. Use when user wants to create a banner, header, hero image, cover image, GitHub banner, Twitter header, or readme banner.

apiview-feedback-resolution

Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_typespec_customized_code_update.

frontend-ui-animator

Analyze and implement purposeful UI animations for Next.js + Tailwind + React projects. Use when user asks to add animations, enhance UI motion, animate pages/components, or improve visual feedback. Triggers on "add animations", "animate UI", "motion design", "hover effects", "scroll animations", "page transitions", "micro-interactions".

pr-feedback

Fetch unresolved PR review comments, validate them, plan fixes, implement, push, and resolve threads

picasso

The ultimate frontend design and UI engineering skill. Use this whenever the user asks to build, design, style, or improve any web interface, component, page, application, dashboard, landing page, artifact, poster, or visual output. Covers typography, color systems, spatial design, motion/animation, interaction design, responsive layouts, sound design, haptic feedback, icon systems, generative art, theming, React best practices, and DESIGN.md system generation. Also use when the user asks to audit, critique, polish, simplify, animate, or normalize a frontend. Triggers on any mention of "make it look good," "fix the design," "UI," "UX," "frontend," "component," "landing page," "dashboard," "artifact," "poster," "design system," "theme," "animation," "responsive," or any request to improve visual quality. Use this skill even when the user does not explicitly ask for design help but the task involves producing a visual interface.

case-feedback-skill

Run the case feedback script to submit feedback for the current conversation. Only use when invoked by case-feedback-agent.

Produktly

Connect your AI assistant to Produktly. Read changelogs, feedback responses, and roadmap items.

prompt-sensei

Stage-aware prompt coaching, prompt improvement, lookback analysis, prompting habit feedback, and local reports about prompt quality for AI coding agents such as Claude Code or Codex.

animation-at-work

Apply web animation principles from Animation at Work by Rachel Nabors. Covers human perception of motion, 12 principles of animation, animation patterns (transitions, supplements, feedback, demonstrations, decorations), CSS transitions, CSS animations, Web Animations API, SVG/Canvas/WebGL, communicating animation with storyboards and motion comps, performance (composite-only properties, will-change, RAIL), accessibility (prefers- reduced-motion, vestibular disorders), and team workflow. Trigger on "animation", "transition", "CSS animation", "keyframe", "easing", "motion design", "web animation", "prefers-reduced-motion", "storyboard", "parallax", "loading animation", "hover effect", "micro-interaction".

Io.Github.DavidSirota/Rollin Mcp Server

Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and submit feedback.

pr-monitor

Autonomous PR comment monitoring and response agent. Use this skill when the user asks to monitor a GitHub pull request or issue for comments, respond to reviewer feedback, address code review comments, or watch for new PR activity. Triggers on requests like "monitor PR comments", "watch for review feedback", "respond to PR reviews", "address reviewer comments on my PR", or "keep an eye on this PR".

asyncreview

AI-powered GitHub PR/Issue reviews with agentic codebase access. Use when the user needs to review pull requests, analyze code changes, ask questions about PRs, or get AI feedback on GitHub issues.

instruction-improver

Search memex for user feedback patterns (frustration, corrections, praise, successful outcomes) to identify recurring mistakes and wins, then generate CLAUDE.md or AGENTS.md improvements.

kernelgen-flagos

Unified GPU kernel operator generation skill. Automatically detects the target repository type (FlagGems, vLLM, or general Python/Triton) and dispatches to the appropriate specialized sub-skill. Also includes a feedback submission sub-skill for bug reports. Use this skill when the user wants to generate a GPU kernel operator, create a Triton kernel, or says things like "generate an operator", "create a kernel for X", or "/kernelgen-flagos". This single skill replaces the need to install kernelgen-general, kernelgen-for-flaggems, kernelgen-for-vllm, and kernelgen-submit-feedback separately.

claude-canvas

Draw visual diagrams, wireframes, and flowcharts on a shared canvas. Ask the user visual Q&A questions with interactive answer panels. Collect visual feedback instead of terminal-only text.