Agents
AI agents and automation
cursor-agent-development
by trotsky1997
Guides developers through using cursor-agent CLI for interactive development, session management, and implementing development-verification loops. Use when working with cursor-agent, creating projects with agent supervision, managing chat sessions, or implementing agent-based development workflows.
Cross-chain Bridge Designer
by Eli-yu-first
"Designs cross-chain bridge architectures with security models, relay mechanisms, and liquidity management"
App Store Listing Optimizer
by Eli-yu-first
"Optimizes app store listings with keyword research, description writing, and screenshot suggestions"
Augmented Reality Toolkit
by Eli-yu-first
"Creates AR experiences with marker detection, 3D overlay, and spatial mapping capabilities"
AutoML Configurator
by Eli-yu-first
"Configures AutoML pipelines with algorithm selection, feature engineering, and ensemble methods"
Biodiversity Impact Assessor
by Eli-yu-first
"Assesses biodiversity impacts of projects with species mapping, habitat analysis, and mitigation planning"
ADAS Algorithm Designer
by Eli-yu-first
"Designs Advanced Driver Assistance Systems algorithms with sensor fusion, path planning, and collision avoidance"
5G Deployment Planner
by Eli-yu-first
"Plan 5G network deployments with small cell placement, backhaul, and migration strategies"
refining-requirements
by galihcitta
Use when PRD is prose-heavy, ambiguous, has scattered file paths, missing API contracts, or says "similar to X" without explanation. Transforms rough requirements into implementation-ready specs. Auto-detects tech stack, validates file paths (EXISTS/CREATE/VERIFY markers), handles greenfield and multi-stack projects. Do NOT use for simple bug fixes, typos, or already-structured Jira tickets with clear file paths and acceptance criteria.
fuel
by openclaw-rocks
"Optimized LLM inference and agent config for OpenClaw. Multi-provider routing with automatic cheapest-provider selection, context pruning, smart compaction, cheap heartbeats, session initialization, prompt caching, and memory management — all calibrated for autonomous agents that run for hours without wasting tokens. Triggers on: 'save on inference,' 'cheaper models,' 'optimize costs,' 'LLM config,' 'model routing,' 'inference setup,' 'fuel,' 'reduce token usage,' 'context management,' or any request to make an OpenClaw agent more cost-effective."
Learning Analytics Dashboard
by Eli-yu-first
"Builds learning analytics dashboards tracking student progress, engagement, and at-risk identification"
Game Audio Design Planner
by Eli-yu-first
"Plan game audio systems including adaptive music, sound effects, and spatial audio"
REST API Designer
by Eli-yu-first
"Designs RESTful API endpoints with OpenAPI spec, request/response schemas, and Express.js route handlers"
Accessibility Test Agent
by Eli-yu-first
"Audit web applications for WCAG compliance with detailed remediation suggestions"
thinking-framework
by Tempuss
Use this when complex problem-solving, root cause analysis, strategic decision-making, or systematic thinking is needed. Applies 15 thinking methods with multi-agent orchestration and Clear-Thought MCP integration for enhanced analysis quality.
dev.speculate
by kevinslin
Always use this skill to provide context on the codebase. Automatically initializes and references the Speculate documentation framework (coding rules, shortcuts, templates, and project specs) to ensure agents understand project structure, development workflows, and coding standards. Use for every task to maintain context and code quality.
Agent Tool Builder
by mayurrathi
"Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar..."
Business Plan Generator
by Eli-yu-first
"Creates comprehensive business plans with market analysis, financial projections, and competitive landscape"
Anomaly Detection System
by Eli-yu-first
"Implements anomaly detection algorithms for time series, network traffic, and financial transactions"
architecture-decision-records
by KentoShimizu
"Architecture Decision Record workflow for capturing technical decisions, alternatives, trade-offs, and revision triggers over time. Use when decisions materially affect system behavior, cost, or team workflow; do not use for trivial implementation choices."
architecture-tradeoff-analysis
by KentoShimizu
"Architecture trade-off analysis workflow for comparing options with explicit criteria, weighting, and sensitivity under uncertainty. Use when multiple viable architecture choices exist and rationale must be defensible; do not use after architecture direction is already fixed."
Database Backup Planner
by Eli-yu-first
"Creates database backup strategies with scheduling, retention policies, and disaster recovery testing"
workflow
by johnlindquist
Creates durable, resumable workflows using Vercel's Workflow DevKit. Use when building workflows that need to survive restarts, pause for external events, retry on failure, or coordinate multi-step operations over time. Triggers on mentions of "workflow", "durable functions", "resumable", "workflow devkit", or step-based orchestration.
architecture-event-driven
by KentoShimizu
"Event-driven architecture workflow for asynchronous integration, decoupled workflows, and failure-tolerant event propagation. Use when temporal decoupling and independent evolution are required; do not use when strict synchronous consistency is mandatory across all steps."