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Found 3,351 Skills
Evaluates and prevents unnecessary abstractions by analyzing interfaces, layers, and patterns against concrete requirements. Use when evaluating new abstractions, reviewing architecture proposals, detecting over-engineering, or simplifying existing code. Triggers on "is this abstraction necessary", "too many layers", "simplify architecture", "reduce complexity", "over-engineered", "do we need this interface", or when reviewing design patterns.
Evaluates and optimizes agent skills using a DSPy-powered GEPA (Generate/Evaluate/Propose/Apply) loop. Loads scenario YAML files as DSPy datasets, scores outputs with pattern-matching metrics, and optimizes prompts via BootstrapFewShot or MIPROv2 teleprompters. Also generates new scenario YAML files from skill descriptions.
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions.md to extract project information, technology stack, architecture, development workflow, coding standards, and testing approaches while generating well-structured markdown documentation with proper formatting, cross-references, and developer-focused content.
Use this when encountering any errors, test failures, or unexpected behavior before proposing a fix
Synthesize structured directives and command specifications. Creates executable instruction sets with proper syntax and parameter definitions.
Download and retrieve video content from sources. Extracts media files with proper format handling and metadata preservation.
(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations. Routes triggers to the appropriate agent-loop pattern. Use when: assessing a task, research need, or work assignment and deciding whether to run a simple learning loop, red team review, dual-loop delegation, or parallel swarm. Manages shared closure (seal, persist, retrospective, self-improvement).
Create custom MoonShine form fields with PHP classes, Blade views, Alpine.js interactivity, and proper data handling. Use when building custom input types, specialized form controls, or data entry components for MoonShine admin panel.
Use this skill when you need documentation for a third-party library, SDK, or API before writing code that uses it — for example, "use the OpenAI API", "call the Stripe API", "use the Anthropic SDK", "query Pinecone", or any time the user asks you to write code against an external service and you need current API reference. Fetch the docs with chub before answering, rather than relying on training knowledge.
Generates Architecture Decision Records (ADRs) capturing context, decision rationale, alternatives considered, and projected consequences. Produces numbered, status-tracked documents following the standard ADR format with proper metadata lifecycle. Triggers on: "write an ADR", "document this decision", "architecture decision record", "why did we choose", "capture this decision", "record the decision", "ADR for", "document the architecture", "decision record", "design decision", "technical decision". Use this skill when an architectural or technical decision needs to be documented.
Audit a React component (or folder) for Atomic Design correctness and refactor recommendations. Use when components are too large, props are exploding, or responsibilities are unclear.
Use when working with R ggplot2 package, especially ggplot2 4.0+ features. Covers S7 migration (@ property access), theme defaults with ink/paper/accent, element_geom(), from_theme(), theme shortcuts (theme_sub_*), palette themes, labels with dictionary/attributes, discrete scale improvements (palette, continuous.limits, minor_breaks, sec.axis), position aesthetics (nudge_x/nudge_y, order), facet_wrap dir/space/layout, boxplot/violin/label styling, stat_manual(), stat_connect(), coord reversal.