Use when user needs to create grocery list from recipes - consolidates ingredients across recipes, checks pantry inventory, converts to purchasable quantities, and provides…
Score 70/100
Regex/parser/DSL design specialist for grammar authoring and ReDoS-safe regex. Not for REST APIs (Gateway) or DB schemas (Schema).
Score 70/100
Search and analyze X (Twitter) using xAI Grok 4 via OpenRouter with Live Search. Trigger on prompts that explicitly or implicitly ask to "search Twitter/X", "what's trending",…
Score 70/100
gron transforms JSON into discrete assignment statements, making it possible to grep through complex JSON structures using standard Unix tools.
Score 70/100
Groom the backlog by closing completed tickets, removing redundant/stale tickets, reprioritizing, and assigning agents
Score 70/100
Use when the user wants drum patterns by genre - kick, snare, hi-hat, percussion. Examples - "give me a trap beat", "house drum pattern", "DnB drums at 174", "lo-fi drums with…
Score 70/100
Génère des messages vocaux réalistes en Arabe Saoudien et Anglais via l'API ultra-rapide de Groq.
Score 70/100
Execute Groq primary workflow: chat completions with tool use and JSON mode. Use when implementing chat interfaces, function calling, structured output, or building AI features…
Score 70/100
Optimize Groq costs through model routing, token management, and usage monitoring. Use when analyzing Groq billing, reducing API costs, or implementing usage monitoring and budget…
Score 70/100
Optimize Groq costs through tier selection, sampling, and usage monitoring. Use when analyzing Groq billing, reducing API costs, or implementing usage monitoring and budget…
Score 70/100
Implement prompt sanitization, PII redaction, response filtering, and usage tracking for Groq API integrations.
Score 70/100
Implement Groq PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or…
Score 70/100
Configure Groq organization management, API key scoping, spending controls, and team access patterns.
Score 70/100
Execute Groq incident response: triage, mitigation, fallback, and postmortem. Use when responding to Groq-related outages, investigating errors, or running post-incident reviews…
Score 70/100
Fast LLM inference with Groq API - chat, vision, audio STT/TTS, tool use. Use when: groq, fast inference, low latency, whisper, PlayAI TTS, Llama, vision API, tool calling, voice…
Score 70/100
Install and configure Groq SDK/CLI authentication. Use when setting up a new Groq integration, configuring API keys, or initializing Groq in your project.
Score 70/100
Migrate from OpenAI/Anthropic/other LLM providers to Groq, or migrate between Groq model generations with zero-downtime traffic shifting.
Score 70/100
Configure Groq across dev, staging, and production with environment-specific model selection, rate limits, and API keys.
Score 70/100
Set up observability for Groq integrations: latency histograms, token throughput, rate limit gauges, cost tracking, and Prometheus alerts.
Score 70/100
Set up comprehensive observability for Groq integrations with metrics, traces, and alerts. Use when implementing monitoring for Groq operations, setting up dashboards, or…
Score 70/100
Upgrade groq-sdk versions and handle Groq model deprecations. Use when upgrading SDK versions, detecting deprecated models, or migrating to new Groq model IDs.
Score 70/100
Comprehensive guide to creating, managing, and maintaining ground truth datasets for AI evaluation including annotation, quality control, and versioning
Score 70/100
Grounded Docs MCP Server gives AI coding assistants a version-aware documentation index built from official sources like websites, GitHub, npm, PyPI, and local files.
Score 70/100
Delete a Grove tenant account via wrangler D1 commands. Use when the user wants to remove a test account, clean up after a walkthrough, or fully delete a user's data.
Score 70/100
Parse a brain dump of TODOs into properly structured GitHub issues with labels, components, and project board placement.
Score 70/100
Write and validate Grove technical specifications with consistent formatting, ASCII art headers, diagrams, and the Grove voice.
Score 70/100
Use when the user wants to review their technical profile, analyse skill gaps, or prepare for technical discussions.
Score 70/100
Use when the user wants a plan to grow their X (Twitter) followers. Analyzes their recent tweets, identifies what worked, suggests content patterns, and recommends posting cadence…
Score 70/100
Evaluates business decisions through the lens of sustainable, profitable growth. Use when someone is making decisions about spending, hiring, fundraising, or scaling their…
Score 70/100
SEO (meta/OGP/JSON-LD/heading hierarchy), SMO (social sharing), CRO (CTA/form/exit-intent), and GEO (AI citation optimization) across four pillars.
Score 70/100
Group Relative Policy Optimization for reinforcement learning from human feedback. Covers GRPOTrainer, reward function design, policy optimization, and KL divergence constraints…
Score 70/100
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Score 70/100
Expert guidelines for building high-performance animations with GSAP (GreenSock Animation Platform)
Score 70/100
SPYLT product landing with GSAP scroll animations, React 19, and Tailwind CSS 4.
Score 70/100
Core GSAP animation concepts including tweens, timelines, easing functions, and animation properties.
Score 70/100
Use when implementing Disney's 12 animation principles with GSAP (GreenSock Animation Platform)
Score 70/100
GSAP integration with React including useGSAP hook, ref handling, cleanup patterns, and context management.
Score 70/100
Router for GSAP animation domain. Use when implementing animations with GreenSock Animation Platform including tweens, timelines, scroll-based animations, or React integration.
Score 70/100
Scroll-based animations using GSAP ScrollTrigger plugin including pinning, scrubbing, snap points, and parallax effects.
Score 70/100
Complex GSAP timelines including labels, callbacks, nested timelines, and position parameters. Use when orchestrating multi-step animations, building animation sequences, or…
Score 70/100
Google Search Console indexing assistant. Use when the user wants to track page indexing status, compare sitemap against GSC indexed pages, manage submission tracking, or move…
Score 70/100
Extracts search performance data via the Google Search Console API v1 /searchAnalytics/query endpoint.
Score 70/100
Pulls search analytics from Google Search Console's /searchanalytics/query API to identify declining pages and keyword cannibalization.
Score 70/100
Capture idea or task as todo from current conversation context
Score 70/100
Use gsd-complete-milestone instead. This command has been unified into the completion workflow. Shows deprecation notice and exits.
Score 70/100
Spawn integration checker to validate cross-phase integration and E2E flows
Score 70/100
List pending todos and select one to work on
Score 70/100
Complete milestone with direct archiving and cleanup
Score 70/100
Search-first skill to reduce unnecessary file reads by searching before loading. Promotes context-efficient exploration through targeted reading and identifier searches.
Score 70/100
Gather phase context through adaptive questioning before planning
Score 70/100
Requires proof before marking work complete — no "trust me, it works". Ensures every change is verified with empirical evidence from tool outputs, screenshots, or logs.
Score 70/100
Execute all plans in a phase with wave-based parallelization
Score 70/100
GSD tutorial, command reference, and workflow explainer. Explains what a GSD workflow command does before you run it.
Score 70/100
Orchestrate GSD (Get Shit Done) projects programmatically via headless CLI. Use when an agent needs to create milestones from specs, execute software development workflows,…
Score 70/100
Insert urgent work as decimal phase (e.g., 72.1) between existing phases
Score 70/100
Surface Claude assumptions for phase approach before planning
Score 70/100
Migrates existing projects to GSD structure without rewriting history. Activates when user mentions "migrate to GSD", "adopt GSD", "convert project", "brownfield GSD", or wants to…
Score 70/100
GSD tutorial and command reference. Use when user is new to GSD or asks about commands.
Score 70/100
Build software products autonomously via GSD headless mode. Handles the full lifecycle: write a spec, launch a build, poll for completion, handle blockers, track costs, and verify…
Score 70/100
Create PLAN.md with task breakdown, requirements mapping, and verification steps
Score 70/100