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A powerful, declarative framework for creating accessible, high-performance forms in Mithril applications.

Commit staged/unstaged changes and push to the remote branch in one step

How the atopile Language Server works (pygls), how it builds per-document graphs for completion/hover/defs, and the invariants for keeping it fast and crash-proof.

Audit Android Jetpack Compose repositories for performance, state management, side effects, and composable API quality. Scans source code, scores each category from 0-10, writes a strict markdown report, and summarizes the most important fixes. Use when reviewing a Compose codebase, rating repository quality, inspecting recomposition/state issues, or running a Compose audit.

> **Attribution**: [Beads](https://github.com/steveyegge/beads) by [Steve Yegge](https://github.com/steveyegge)

Gmail automation via Google Apps Script. Use for: send emails, read inbox, create drafts, search messages.

Expert guidance for building cross-platform desktop applications with Tauri 2.0 and Rust. Use when developing Tauri apps including commands and IPC, file system operations, window management, state management, system tray, menus, plugin development, security configuration (capabilities/permissions), bundling/distribution, and auto-updates. Covers patterns for editor applications requiring file dialogs, native menus, and frontend-backend communication.

Plumb keeps the spec, tests, and code in sync. It intercepts every `git commit`

PCF (Power Apps Component Framework) control development. Use when: building PCF controls, ReactControl, dataset controls, manifest patterns, Fluent UI v9 integration, Canvas App deployment, debugging PCF.

Run APR (Automated Plan Reviser) workflow for FCP specification refinement. Use when asked to run APR, revision rounds, spec review, integrate GPT feedback, or harmonize docs. Handles Oracle remote setup, running rounds, integrating feedback, and syncing README/implementation docs.

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shadcn/ui component library for React with Tailwind CSS - copy-paste accessible components with full code ownership

The RLM pattern enables processing massive contexts (10M+ tokens) that exceed Claude's context window by recursively chunking, processing, and aggregating results. Instead of failing on large files, u

Set up codebase intelligence for AI agents. Runs the agentifind CLI to extract code structure using LSP (pyright/tsserver) with tree-sitter fallback, then synthesizes a CODEBASE.md navigation guide. Run this skill to get a complete codebase map in .claude/ directory.

Problem solving using Fishbone (Ishikawa) diagrams and 5 Whys technique. Identifies root causes systematically and recommends corrective actions.

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UX co-pilot — conversational UX designer with live preview. Discovery, audit, preview, export.

Orchestrates Change Request Document workflow. Manages context, captures changes, analyzes impact, and generates CRD files.

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Create versioned OpenSCAD (.scad) files for 3D printing, render previews, and compare iterations. Use this when designing or iterating on 3D models.

Export OpenSCAD (.scad) files to STL format with geometry validation. Checks for non-manifold geometry, self-intersections, and other printability issues.

Use Jujutsu (jj) for version control. Covers workflow, commits, bookmarks, pushing to GitHub, absorb, squash, and stacked PRs. Use when working with jj, creating commits, pushing changes, or managing version control.

Manage LlamaFarm worktrees for isolated parallel development. Create, start, stop, and clean up worktrees.

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Use for hands-on Pulumi CLI work: running deployments, fixing broken stacks, and managing infrastructure state. Handles: recovering from stuck or interrupted `pulumi up` with pending operations, cleaning orphaned resources from state after out-of-band cloud deletions, protecting critical resources from accidental `pulumi destroy`, moving resources between stacks without recreating them, targeting specific resources during deployment, migrating between backends (local file to Pulumi Cloud, S3), stack lifecycle management, state export/import/repair, CI/CD pipeline setup, and importing existing cloud resources. Use this skill — not the language-specific Pulumi skills — whenever the user's question is about operating, troubleshooting, or recovering Pulumi infrastructure rather than writing program code.

- **Pulumi Cloud account** with Neo access

Generate an AI-synthesised summary of your GitHub activity (issues, PRs, commits) for a specified organisation and time period. Creates a natural language narrative with inline URL references. Use when user wants to summarise their work, review their contributions, or generate a work log.

Create a new backport branch with prefix `ai-backport-` by cherry-picking all commits from a GitHub PR onto a target release branch or commit. Use when the user wants to backport a PR, create a backport branch, cherry-pick PR commits to a release branch, or mentions backporting changes from dev/main to a version branch (e.g. v25.1.x, v25.2.x). Requires two arguments: TARGET (the release branch or commit hash to backport onto) and PR_NUM (the GitHub PR number to backport).

Classify incoming user questions into complexity levels (L1-L5) and route

Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases

Create a professional release using GitHub CLI (gh). Generate SemVer version, clear release notes, and ready-to-run command.

Make technology decisions for every capability your product needs — starting with what you already have, then evaluating what fits, then deciding what to build.

Track progress, update plan statuses, manage Claude Tasks, generate reports, coordinate docs updates. Use for project oversight, status checks, plan completion, task hydration, cross-session continuity.

!`gh issue view $ARGUMENTS --json title,body,comments,labels,assignees 2>/dev/null || echo "ERROR: Could not fetch issue $ARGUMENTS. Check the issue number and try again."`

Train or retrain a credit scoring model. Use when the user asks to train, retrain, fine-tune, or calibrate a model, or when new training data is available.

Example skill demonstrating the full skill directory structure with scripts, references, assets, and examples. Use when learning how to structure Codex skills.

Analyze Figma designs for code implementation readiness and design-code parity. Use when working with Figma URLs, analyzing component designs, or checking token consistency.

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Creates or updates `docs/<artifactId>.md` based on the existing project

Guide for using the `arc42-mcp-server` MCP server to create and maintain architecture documentation following the proven [arc42 template](https://arc42.org/). The server provides 6 tools, supports 11

Canonical GitHub issue execution route after plan approval — strengthened resource intelligence, TDD-first implementation, targeted validation, adversarial review, delegation controls for Claude agent teams, GitHub progress posting, future-issue capture, and commit/push with closeout discipline.

Proactive code review. When the user completes a meaningful coding task or asks for a review, invoke /rrr automatically — but only if this project has opted in.

Sync all bank pipelines and reconcile balances against YNAB

Guide to working effectively with Claude Code CLI.

Orchestrates Story tasks. Prioritizes To Review -> To Rework -> Todo, delegates to ln-401/402/403/404. Sets Story to To Review when all tasks Done. Metadata-only loading.

- **Category**: compute

workflow-team

Guide for creating custom Claude Code slash commands with proper structure, argument handling, frontmatter configuration, and best practices. Use when the user wants to create slash commands, custom commands, reusable prompts, or mentions creating/designing/building commands.