Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill whenever the user mentions 'systematic review', 'systematic literature review', 'SLR', 'PRISMA', 'PRISMA 2020', 'PRISMA flow diagram', 'PRISMA checklist', or asks for help writing, structuring, or auditing a literature review that follows reporting guidelines. Also trigger when the user asks about inclusion/exclusion criteria for a review, search strategies for databases like Scopus/WoS/PubMed, study selection processes, risk of bias assessment, or narrative synthesis for a review paper. This skill covers the full PRISMA 2020 checklist (27 items), produces a Word document manuscript in strict journal article format, generates an annotated PRISMA flow diagram, and enforces APA 7th Edition referencing throughout. It does NOT cover meta-analysis or statistical pooling. By Chuah Kee Man.

Create, edit, export, and review draw.io diagrams. Use for native .drawio XML generation, PNG/SVG/PDF export, SVG overlap, border-overlap, label-intrusion, label-rect, short-terminal, and text-overflow linting, layout adjustment, and AWS icon usage.

Use when the user asks for a CRAP report, cyclomatic complexity analysis, or code quality metrics on a Clojure project

Use when asked to review a PR, or when /review is invoked with a PR number or URL. Performs a focused code review checking for bugs, security, performance, and test gaps, then posts findings as a PR comment and formal GitHub review.

Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.

Use when developing applications or components using TypeScript, ensuring type safety and leveraging TypeScript features.

Build Keynote-style single-file HTML slide decks with brand-ready templates, minimal navigation, and Gemini nano banana media generation. Includes Narrative Engine integration for framework-driven deck creation with 17 proven storytelling structures and 5-agent review panel. Use when creating or editing slide decks, transforming content into presentations, or generating slide visuals.

[COMMUNITY] Generate French public procurement documentation aligned with code de la commande publique, UGAP catalogue, and DINUM digital standards

Senior PHP Laravel code reviewer. Use when reviewing pull requests, examining code changes vs master branch, or when the user asks for a code review. Read-only review — never modifies code.

Advanced GitHub CLI workflows for PR review, CI/CD debugging, Actions management, API queries, and code search. Use when the user needs to review PRs, debug failing checks, manage workflows, search across repos, or make complex gh API calls. Not needed for basic gh commands the agent already knows.

Comprehensive code review workflow coordinating quality, security, performance, and documentation reviewers. 4-hour timeline for thorough multi-agent review.

Conducts an audit of a Pull Request, merges it into main, and synchronizes the local environment. Use this skill when a PR is ready for final review and integration.

Bug-fixing workflow that coordinates diagnosis, test-driven reproduction, root-cause analysis, and targeted fixes. Use when the user wants to fix a bug with thorough investigation and regression testing.

Zero-config persistent memory for Claude with automatic cost savings. Use when you need to remember project context, reduce API token costs, track learned patterns, manage memories across sessions, or curate/clean up memories. Automatically compresses context 6x and saves 84% on API costs. Keywords: memory, remember, recall, context, cost savings, reduce tokens, learn, patterns, insights, curate, clean up memories, review memories.

Error prevention and best practices enforcement for agent-assisted coding. Use when writing code to catch common mistakes, enforce patterns, prevent bugs, validate inputs, handle errors, follow coding standards, avoid anti-patterns, and ensure code quality through proactive checks and guardrails.

Use this skill when you need to analyze code for design patterns, anti-patterns, naming conventions, and code duplication. This skill excels at identifying architectural patterns, detecting code smells, and ensuring consistency across the codebase.

Web research with Graph-of-Thoughts for fast-changing topics. Use when user requests research, analysis, investigation, or comparison requiring current information. Features hypothesis testing, source triangulation, claim verification, Red Team, self-critique, and gap analysis. Supports Quick/Standard/Deep/Exhaustive tiers. Creative Mode for cross-industry innovation.

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.

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.

Use this to find code by **concept** or **behavior** (e.g., "where is auth validated", "how are plugins loaded").

Google C++ Style Guide rules for writing clean, maintainable C++ code. Use when writing C++, reviewing code, discussing naming conventions, formatting, class design, or any C++ best practices. Covers headers, scoping, classes, functions, naming, comments, and formatting.

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

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

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.

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.

Run a comprehensive code review on recent changes using the code-reviewer and security-reviewer agents

Use when onboarding developers to an unfamiliar codebase, documenting a complex architectural flow across multiple files, or creating guided walkthroughs for code reviews. Generates VSCode CodeTour JSON files with progressive disclosure — starting from high-level architecture and drilling into implementation details. Domain: Documentation, Onboarding. Level: Intermediate. Tags: code-tour, onboarding, walkthrough, documentation, progressive-disclosure, vscode.

Discover functions that block the main thread, then micro-audit each for internal optimization opportunities

Design phase rules for /designer command. Load at /designer startup (step 0). Covers spec quality, design checklist, approach evaluation criteria.

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.

Run the proofreading protocol on project files. Checks grammar, typos, consistency, and academic writing quality. Produces a report without editing files.

Audit SpawnForge code for changes that block future multiplayer networking. Use when modifying state management, entity systems, or the command pipeline — flags non-deterministic state, client-authoritative patterns, and unsyncable mutations.

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.

Full project audit orchestration - Architecture + Security + Code Quality → consolidated report → optional remediation. Use when user invokes /audit command, for pre-release health checks, when onboarding to an unfamiliar codebase, for periodic project quality reviews, or before/after a major architectural change. Covers scope detection, severity aggregation, report format, health scoring, and remediation routing.

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Comprehensive Git workflow automation including branching strategies, pull request creation, code reviews, merge strategies, and release management. Use when Claude needs to help with Git operations, branching models (Git Flow, GitHub Flow), pull request creation, code reviews, merge conflicts, or release processes.

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Run the AI Voice Analyzer on blog content to detect AI-sounding patterns and get actionable rewrite suggestions. Use when reviewing or improving blog articles before publishing.

This skill should be used when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes. It provides ADR templates and best practices.

Track and evaluate AI predictions over time to assess accuracy. Use when reviewing past predictions to determine if they came true, failed, or remain uncertain.

Runs a strict-but-fair ICLR/CVPR/SIGGRAPH reviewer challenge on idea, roadmap, or full paper, with major-risk diagnostics and actionable repair paths. Use when the user wants high-pressure review questioning instead of brainstorming.

Reviews GitHub pull requests for the Medusa repository. Checks PR template compliance, contribution guidelines, code conventions, and community contribution limits. Posts a review comment and applies initial-approval or requires-more label. Use when a PR is opened or updated.