Skills with input: User request

• task-clarifier - Task Clarifier

  task-clarificationneed-alignmentinteractive

  ★ 0 · Updated 2026-09-20

  Aligns user outcomes, constraints, and acceptance criteria through iterative clarifying questions before task execution.

  ⚙ Identify decisions requiring user input⚙ Ask clarifying questions with recommendations⚙ Track dimensions using alignment tree
• gocode - Plan-based continuous code implementation and verification

  code-implementationplan-drivenverificationrefactoring

  ★ 0 · Updated 2026-09-19

  Executes end-to-end code implementation based on plan documents, performing step verifications, safety checks, and structured reporting.

  ⚙ Validate plan maturity⚙ Execute code implementation⚙ Perform continuous type checking
• antigravity-skill-orchestrator - Meta-skill for task evaluation and skill orchestration

  orchestrationmeta-skillagent-memorytask-evaluation

  ★ 2 · Updated 2026-09-19

  Evaluates task complexity, dynamically selects skills, tracks combinations via agent-memory-mcp, and prevents skill overuse for simple tasks.

  ⚙ Evaluate task complexity⚙ Retrieve past skill combinations⚙ Search available local skills
• sdlc - Route tasks to the next SDLC workflow based on repo state

  sdlcworkflowroutertask-routing

  ★ 17 · Updated 2026-09-18

  Selects and routes tasks to the appropriate next SDLC workflow based on current artifacts, repository state, and requirement traces.

  ⚙ Inspect repository state and artifacts⚙ Select next SDLC workflow⚙ Enforce quality of handoff payload
• electron-egg - Electron EGG framework guidance for desktop app development

  Electron EGGElectronEgg.jsDesktop Application

  ★ 18 · Updated 2026-09-18

  Provides guidance for Electron EGG framework including project setup, IPC, process management, API reference, and app packaging.

  ⚙ Install and set up Electron EGG⚙ Manage main and renderer processes⚙ Handle IPC interprocess communication
• code-tour - Create CodeTour walkthrough files

  code-tourwalkthroughonboardingarchitecture

  ★ 0 · Updated 2026-09-17

  Creates persona-targeted step-by-step CodeTour tour files with real file and line anchors for codebase walkthroughs.

  ⚙ Discover codebase structure⚙ Verify file line anchors⚙ Create CodeTour tour files
• development-plugin-for-avalonia - Umbrella skill for Avalonia application development

  avaloniaxamlcsharpdesktop

  ★ 89 · Updated 2026-09-14

  Umbrella skill for building, reviewing, designing, porting, and migrating Avalonia applications using modern XAML and C# patterns on Avalonia 11.3.12.

  ⚙ Route requests to specialist skills⚙ Build Avalonia 11.3.12 applications⚙ Review XAML and C# code
• andrej-karpathy - Karpathy Guidelines for Reducing LLM Coding Mistakes

  coding-guidelinescode-reviewllm-codingsimplicity

  ★ 281 · Updated 2026-09-14

  Behavioral guidelines to reduce LLM coding mistakes by avoiding overcomplication, making surgical changes, and defining verifiable success criteria.

  ⚙ Surface explicit code assumptions⚙ Simplify overcomplicated implementation code⚙ Make surgical target code changes
• codebase-context - Gather architectural context from internal code and docs

  codebasearchitecturedocumentationcontext

  ★ 25 · Updated 2026-09-13

  Gathers architectural context for an internal system by searching code and docs across repos and evaluating content freshness and authority.

  ⚙ Search system codebase across repositories⚙ Search architecture and design documentation⚙ Identify active system contributors
• prism-chart - Chart & Visualization Selection

  engineeringfrontendchart

  ★ 71 · Updated 2026-09-12

  Provides recommendations for chart implementations, visualization type selection, and data display components.

  ⚙ Identify request data type⚙ Search chart knowledge base⚙ Evaluate visualization results
• write-commit-message - Draft commit titles and optional commit bodies.

  commit-messagerepositorydiffgit

  ★ 228 · Updated 2026-09-11

  Draft commit titles and optional commit bodies using the workspace commit naming convention.

  ⚙ Inspect repository change sets⚙ Infer change types⚙ Infer issue ids
• mastermind - Route requests to matching Mastermind workflows.

  mastermindrouterworkflow

  ★ 21 · Updated 2026-09-09

  Routes requests to appropriate Mastermind workflows including planning, review, debugging, research, execution, organization, or memory.

  ⚙ Route requests to matching workflows⚙ Load corresponding Mastermind workflow
• quantum-skills - Root routing entrypoint for quantum skills

  quantumroutingentrypoint

  ★ 18 · Updated 2026-09-09

  Routes requests to algorithm or simulator sub-skills and enforces reading the skill chain before coding.

  ⚙ Route quantum requests⚙ Enforce skill-chain reading
• swarm-swarm - Swarm Orchestration with Self-Claiming Task Pool

  swarmorchestrationtask-poolmulti-agent

  ★ 602 · Updated 2026-05-11

  Orchestrate a pool of workers that self-assign and complete tasks from a shared task list until empty

  ⚙ Identify goal and target⚙ Read config⚙ Determine worker role and count
• design-research - Research and Design Before Implementation

  researchdesigndocumentationarchitecture

  ★ 602 · Updated 2026-05-11

  Conduct research and create design documents before implementation.

  ⚙ Conduct research⚙ Analyze requirements⚙ Explore solutions
• flow-review - Dual-Role Code Change Review

  code-reviewquality-assurancegittesting

  ★ 3 · Updated 2026-03-22

  Review code changes as both QA engineer and lead engineer to verify task completion and code quality

  ⚙ check git status⚙ create review plan⚙ collect git diffs
• intent - Intent Clarification Protocol

  clarificationrequirementsspecificationworkflow

  ★ 18 · Updated 2026-03-19

  Transform vague requests into precise work orders through structured clarification.

  ⚙ clarify vague requests⚙ define task specifications⚙ score request completeness
• architecte-contenu - Content Architecture and UX Design Expert

  content architectureSEO optimizationUX designwireframing

  ★ 2 · Updated 2026-03-10

  Structure information, optimize SEO, and define user journey with UX wireframes before graphic design

  ⚙ Analyze user request⚙ Generate sitemap⚙ Define content strategy
• IMRAD Research Paper Scripting - Create video scripts for IMRAD research paper format

  IMRADresearch papervideo scripteducational content

  ★ 581 · Updated 2026-03-09

  Creates step-by-step video scripts explaining the 17 parts of a research paper in IMRAD format

  ⚙ Create video scripts⚙ Explain research paper sections⚙ Generate animation cues
• multi-ai - Multi-AI Pipeline Orchestration for Plan-Review-Implement Workflow

  pipelineorchestrationmulti-aiworkflow

  ★ 0 · Updated 2026-02-23

  Orchestrates multi-AI pipeline with plan, review, implement, and review workflow

  ⚙ Start pipeline⚙ Capture user request⚙ Create initial plan

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