ReddRadar
Topic: mcp-server
1,273 skills in this topic.
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Pair Programming
AI-assisted pair programming with multiple modes (driver$navigator$switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
ruvnet/ruflo 31,446
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sparc-methodology
SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use when: new feature implementation, complex implementations, architectural changes, system redesign, integration work, unclear requirements. Skip when: simple bug fixes, documentation updates, configuration changes, well-defined small tasks, routine maintenance.
ruvnet/ruflo 31,446
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security-audit
Comprehensive security scanning and vulnerability detection. Includes input validation, path traversal prevention, CVE detection, and secure coding pattern enforcement. Use when: authentication implementation, authorization logic, payment processing, user data handling, API endpoint creation, file upload handling, database queries, external API integration. Skip when: read-only operations on public data, internal development tooling, static documentation, styling changes.
ruvnet/ruflo 31,446
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stream-chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
ruvnet/ruflo 31,446
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V3 Core Implementation
Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.
ruvnet/ruflo 31,446
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V3 Deep Integration
Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.
ruvnet/ruflo 31,446
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V3 Memory Unification
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
ruvnet/ruflo 31,446
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V3 Security Overhaul
Complete security architecture overhaul for claude-flow v3. Addresses critical CVEs (CVE-1, CVE-2, CVE-3) and implements secure-by-default patterns. Use for security-first v3 implementation.
ruvnet/ruflo 31,446
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Verification & Quality Assurance
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
ruvnet/ruflo 31,446
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workflow-automation
Workflow creation, execution, and template management. Automates complex multi-step processes with agent coordination. Use when: automating processes, creating reusable workflows, orchestrating multi-step tasks. Skip when: simple single-step tasks, ad-hoc operations.
ruvnet/ruflo 31,446
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add-model-descriptions
Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.
ruvnet/ruflo 31,446
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vurb-ts-development
How to build production MCP servers with Vurb.ts using the MVA (Model-View-Agent) pattern. Use this skill whenever writing, modifying, or reviewing Vurb.ts code — including tools, Presenters, Models, middleware, prompts, routers, tests, or server configuration. Activate even when the user just says "create a tool", "add an endpoint", "write a Presenter", or mentions @vurb/core, defineModel, definePresenter, initVurb, FluentToolBuilder, or any Vurb.ts API. This skill covers the entire framework surface.
vinkius-labs/vurb.ts 244
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vinkius-deploy
How to deploy MCP servers to Vinkius Edge using `vurb deploy`. Use this skill whenever deploying, configuring remote settings, preparing an entrypoint for edge deployment, or troubleshooting deploy-related errors. Activate when the user says "deploy", "publish to edge", "vurb deploy", "push to Vinkius", mentions .vurbrc, VURB_DEPLOY_TOKEN, or any edge deployment topic.
vinkius-labs/vurb.ts 244
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bernstein-status
Show Bernstein orchestrator status — active agents, task progress, costs, and alerts. Use when the user asks about orchestrator status, what agents are doing, task progress, how much has been spent, or what's happening with the build.
chernistry/bernstein 104
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bernstein-cost
Show detailed cost breakdown and budget status for the Bernstein orchestrator. Use when the user asks about spending, budget, cost per model, cost per agent, or wants a cost projection.
chernistry/bernstein 104
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bernstein-quality
Show quality metrics for Bernstein runs — success rates per model, lint/test pass rates, completion time distributions. Use when the user asks about quality, reliability, which model performs best, or pass rates.
chernistry/bernstein 104
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bernstein-approve
Review and approve/reject pending tasks or plans in Bernstein. Use when the user asks about approvals, wants to review agent work, or needs to approve/reject a plan before execution begins.
chernistry/bernstein 104
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bernstein-plan
Create and manage multi-step execution plans in Bernstein. Plans decompose complex goals into stages with dependencies. Use when the user wants to plan a complex feature, break down a large task, or review an execution plan before agents start working.
chernistry/bernstein 104
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bernstein-alerts
Show active alerts from Bernstein — failed tasks, stalled agents, budget warnings, blocked tasks needing human intervention. Use when the user asks about problems, errors, warnings, or what needs attention.
chernistry/bernstein 104
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bernstein-create-task
Create a new task in the Bernstein orchestrator. Use when the user wants to add a task, delegate work to an agent, file a bug fix, or queue up work for the orchestrator to handle.
chernistry/bernstein 104
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bernstein-agents
Manage Bernstein agents — list active agents, inspect their output, kill stalled agents, or stream live logs. Use when the user asks about agents, wants to see what an agent is doing, or needs to kill one.
chernistry/bernstein 104
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image-generation
Optimizes image generation prompts using Subject-Context-Style structure. Use this skill when generating images, creating illustrations, photos, visual assets, editing images, or crafting prompts for any image generation model.
shinpr/mcp-image 97
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ourmem
Shared memory that never forgets. Cloud hosted or self-deployed.
Collective intelligence for AI agents with Space-based sharing across agents and teams.
Use when users say:
- "install ourmem" / "install omem"
- "setup memory" / "setup omem"
- "add memory plugin"
- "ourmem onboarding" / "omem onboarding"
- "memory not working"
- "remember this"
- "save this for later"
- "don't forget"
- "recall preferences"
- "what did I say last time"
- "import memories"
- "share memories"
- "share with user"
- "share memories to someone"
- "team memory"
- "shared space"
- "persistent memory"
- "cross-session memory"
- "collective intelligence"
- "memory analytics"
- "memory stats"
- "self-host memory"
- "deploy memory server"
Even if the user doesn't say "ourmem" or "omem", trigger when they want persistent memory,
memory sharing between agents, memory analytics, or memory import/export.
ourmem/omem 186
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memory-store
Store a memory in ourmem. Use when user says remember, save, store, or don't forget something.
ourmem/omem 186