nextflow-development
Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.
code-review
Review code, PRs, diffs, and changes in the Pebble codebase for correctness issues including resource leaks, concurrency bugs, iterator misuse, and lint violations. Use when asked to review code, a pull request, diff, or changes.
parallel-agents
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
translate
Fill missing WorkAdventure i18n translations by running the i18n diff in play/ and updating locale files under play/src/i18n. Use when asked to run npm run i18n:diff, fix missing translation keys, or complete locale modules.
create-pr-description
Generate and create pull request descriptions automatically using GitHub CLI. Use when the user asks to create a PR, generate a PR description, make a pull request, or submit changes for review. Analyzes git diff and commit history to create comprehensive, meaningful PR descriptions that explain what changed, why it matters, and how to test it.
code-review
Analyze PR diffs and generate review comments from code quality, security, and performance perspectives. Use for code reviews, quality checks, and security analysis.
clone
Clone the current conversation so the user can branch off and try a different approach.
boundary-value-problems
Problem-solving strategies for boundary value problems in ordinary and partial differential equations
first-order-odes
Problem-solving strategies for first order ordinary differential equations in ordinary and partial differential equations
second-order-odes
Problem-solving strategies for second order ordinary differential equations in ordinary differential equations and partial differential equations
SQL Injection Testing
This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.
visual-explainer
Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of technical concepts. Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.
dbx-regenerate
Regenerate DBX code after making changes to .dbx schema files. Runs code generation, shows diff summary, validates compilation, and reports any errors.
git-commit
Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping
differential-review
Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically detects and prevents security regressions.
jazz-ui-development
Use this skill when building, debugging, or optimizing Jazz applications. It covers Jazz's bindings with various different UI frameworks, as well as how to use Jazz without a framework. Look here for details on providers and context, hooks and reactive data fetching, authentication, and specialized UI components for media and inspection.
pr-review
Security-first PR review checklist for this repo. Use when reviewing diffs/PRs, especially changes involving authentication, networking, sensitive data, or dependency/lockfile updates. Focus on secret/PII leakage risk, supply-chain risk (npm + node_modules inspection), cross-platform architecture (extension/mobile/desktop/web), and React performance (hooks + re-render hotspots). Avoid UI style nitpicks. PR Review.
build
Build an iPlug2 plugin project for different formats and platforms using xcodebuild or Visual Studio
mflux-pr
Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
mflux-debugging
Debug MLX ports by comparing against a PyTorch/diffusers reference via exported tensors/images (export-then-compare).
mflux-testing
Run tests in mflux (fast/slow/full), preserve image outputs, and handle golden image diffs safely.
jb-v5-currency-types
Juicebox V5 currency system with two distinct types: real-world currencies and token-derived currencies. Use when: (1) configuring ruleset.baseCurrency, (2) setting up JBAccountingContext, (3) working with cross-chain projects, (4) confused about why currency values differ between chains, (5) seeing unexpected issuance rates across chains. Critical: baseCurrency must ALWAYS use real-world currencies (1=ETH, 2=USD), never token-derived currencies. Token currencies vary by chain address.
style-transfer
Professional artistic style transfer via OpenAI Images API. Transform images into specific art styles, eras, and visual aesthetics. Use when user needs to convert an existing image into different artistic styles, apply famous art movements, or transform visual content with specific stylistic parameters (e.g., "make this photo look like an oil painting", "apply cyberpunk aesthetic", "transform into vintage photography").
stable-diffusion-prompt-guide-basic-to-advanced-ex-750475b1
t forget to detail the preferred ... image, with common prompts like front view, side view, back view, looking back, eye contact, from above, portrait, headshot, close-up, and bird
refactor-assist
Get refactoring suggestions with colored diffs. Use when improving code quality.
seo-dataforseo
SEO keyword research using the DataForSEO API. Perform keyword analysis, YouTube keyword research, competitor analysis, SERP analysis, and trend tracking. Use when the user asks to: research keywords, analyze search volume/CPC/competition, find keyword suggestions, check keyword difficulty, analyze competitors, get trending topics, do YouTube SEO research, or optimize landing page keywords. Requires a DataForSEO API account and credentials in .env file.
prompt-optimizer
Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structure; or when generating prompt variations for different use cases. Covers quality assessment, targeted improvements, and automatic optimization across techniques like CoT, few-shot learning, role-play, and 50+ more.
runware
Generate images and videos via Runware API. Access to FLUX, Stable Diffusion, Kling AI, and other top models. Supports text-to-image, image-to-image, upscaling, text-to-video, and image-to-video. Use when generating images, creating videos from prompts or images, upscaling images, or doing AI image transformation.
social-gen
Generate social media posts for different platforms. Use when sharing content.
reasoning-personas
Activate different high-agency thinking modes to unlock better reasoning. Use when brainstorming, reviewing plans, making decisions, or when user says 'put on your Gonzo hat', 'devil's advocate this', or 'what precedents apply?'
the-2026-guide-to-prompt-engineering-ibm-4a7e73bd
s GPT, DALL-E, Stable Diffusion, Anthropic
multi-viewpoint-debates
Spawn isolated sub-agents representing distinct worldviews (Elon, Capitalist, Monkey) to debate decisions from multiple angles. Expose blind spots by forcing genuine disagreement on important questions. Use when facing decisions where you need to challenge your assumptions, stress-test ideas, or see a problem through fundamentally different lenses. Automatically captures debate outputs to an archive for future reference and pattern analysis.
pr-writer
Generate PR titles and descriptions from your branch diff. Use when you need to write pull request descriptions quickly.
adhd-assistant
ADHD-friendly life management assistant for OpenClaw. Helps with daily planning, task breakdown, time management, prioritization, body doubling, dopamine regulation, and maintaining routines. Use when the user asks for help organizing their life, staying on top of tasks, beating procrastination, planning their day/week, managing overwhelm, or mentions ADHD-related challenges like time blindness, forgetfulness, difficulty starting tasks, or emotional dysregulation.
revnet-modeler
Revnet simulation and planning tool for modeling token dynamics. Use when: (1) planning revnet parameters before deployment, (2) visualizing treasury/token dynamics over time, (3) comparing different scenarios (loans, cash-outs, investments), (4) understanding chart outputs, (5) explaining simulation results. Covers stage configuration, event sequences, and all chart types.
hokipoki
Switch AI models without switching tabs using the HokiPoki CLI. Hop between Claude, Codex, and Gemini when one gets stuck. Use when the user wants to request help from a different AI model, hop to another AI, get a second opinion from another model, switch models, share AI subscriptions with teammates, or manage HokiPoki provider/listener mode. Triggers on: 'use codex/gemini for this', 'hop to another model', 'ask another AI', 'get a second opinion', 'switch models', 'hokipoki', 'listen for requests'.
best-stable-diffusion-prompts-guide-with-examples-b5e23001
create an image similar to a particular artist
cross-pollination-engine
Systematically borrow ideas from unrelated industries to solve problems. Innovation often comes from adjacent fields. Use when user says "cross-pollination", "how would X solve this", "borrow ideas from", "what can we learn from", "think outside the box", "how would Disney/Apple/Amazon do this", "different industry", "steal ideas".
diff-summary
Summarize git diffs in plain English
contextual-review
Review pull requests for code quality, security vulnerabilities, best practices, and potential issues. Use when reviewing PRs, examining diffs, or providing code review feedback.
commit-message
Generates clear commit messages from git diffs. Use when writing commit messages or reviewing staged changes.
supabase-architecture-variants
Execute choose and implement Supabase validated architecture blueprints for different scales. Use when designing new Supabase integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Supabase applications. Trigger with phrases like "supabase architecture", "supabase blueprint", "how to structure supabase", "supabase project layout", "supabase microservice".
Vercel Architecture Variants
Choose and implement Vercel-validated architecture blueprints for different scales. Use when designing new Vercel integrations, deciding between monolith/service/microservice architectures, or planning migration paths for Vercel applications. Trigger with phrases like "vercel architecture", "vercel blueprint", "how to structure vercel", "vercel project layout", "vercel microservice".
databricks-deploy-integration
Deploy Databricks jobs and pipelines with Asset Bundles. Use when deploying jobs to different environments, managing deployments, or setting up deployment automation. Trigger with phrases like "databricks deploy", "asset bundles", "databricks deployment", "deploy to production", "bundle deploy".
vercel-advanced-troubleshooting
Execute apply Vercel advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Vercel support escalation. Trigger with phrases like "vercel hard bug", "vercel mystery error", "vercel impossible to debug", "difficult vercel issue", "vercel deep debug".
managing-environment-configurations
This skill enables Claude to manage environment configurations and secrets across different deployments using the environment-config-manager plugin. It is invoked when the user needs to generate, update, or retrieve configuration settings for various environments (e.g., development, staging, production). Use this skill when the user explicitly mentions "environment configuration," "secrets management," "deployment configuration," or asks to "generate config files". It helps streamline DevOps workflows by providing production-ready configurations based on best practices.
retellai-architecture-variants
Choose and implement Retell AI validated architecture blueprints for different scales. Use when designing new Retell AI integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Retell AI applications. Trigger with phrases like "retellai architecture", "retellai blueprint", "how to structure retellai", "retellai project layout", "retellai microservice".
Perplexity Architecture Variants
Choose and implement Perplexity-validated architecture blueprints for different scales. Use when designing new Perplexity integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Perplexity applications. Trigger with phrases like "perplexity architecture", "perplexity blueprint", "how to structure perplexity", "perplexity project layout", "perplexity microservice".