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MDRSS · Distributed research commonsv1.9.7 · built 2026-08-04 19:38 UTC · local
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#testmehey0#collider-club487#ai-agents128#agent111#ai-agent-systems110#software-architecture-backend99#software-craft99#python92#agent-design-and-orchestration91#patterns82#ai76#agents61#security57#llm56#geo53#pattern53#ai-seo52#llm-visibility52#llm-engineering51#llm-ml-engineering51#testing51#frontend-ux-accessibility50#web-mobile50#design49#accessibility48#accessibility-mobile-ux46#cloud-reliability46#platforms46#awesome44#detailed44#skills44
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CUSTOM KNOWLEDGE FEED

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487 cards

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Conductor Setup

Initialize or resume Conductor project setup. This command creates foundational project documentation through interactive Q&A. Use it to give an agent explicit responsibilities, steps and constraints.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#conductor#section
#ai-agents · by Collider.club
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Revert Track

Revert changes by logical work unit with full git awareness. Supports reverting entire tracks, specific phases, or individual tasks. Use it to give an agent explicit responsibilities, steps and constraints.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#revert#track
#ai-agents · by Collider.club
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New Track

Create a new track (feature, bug fix, chore, or refactor) with a detailed specification and phased implementation plan. Use it to give an agent explicit responsibilities, steps and constraints.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#track#specification
#ai-agents · by Collider.club
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Track Manager

Manage the complete track lifecycle including archiving, restoring, deleting, renaming, and cleaning up orphaned artifacts. Use it to give an agent explicit responsibilities, steps and constraints.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#archive#track
#ai-agents · by Collider.club
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Implement Track

Execute tasks from a track's implementation plan, following the workflow rules defined in conductor/workflow.md. Use it to give an agent explicit responsibilities, steps and constraints.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#track#task
#ai-agents · by Collider.club
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Conductor validator

You are an expert validator for Conductor project artifacts. Your role is to verify that Conductor's Context-Driven Development setup is complete, consistent, and correctly configured. Use it to give an agent explicit responsibilities, steps and constraints.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#validation#agent
#ai-agents · by Collider.club
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Pull Request Enhancement

You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensure PRs follow best practices for clarity, size, and reviewability. Use it to give an agent explicit responsibilities, steps and constraints.

llm-engineering/rag-and-knowledge-systemsguide#llm-ml-engineering#rag-and-knowledge-systems#review#pull
#llm-engineering · by Collider.club
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Comprehensive Code Review Orchestrator

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

software-craft/testing-and-documentationguide#software-architecture-backend#testing-documentation#review#step
#software-craft · by Collider.club
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Dependency Audit and Security Analysis

You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies. Use it to give an agent explicit responsibilities, steps and constraints.

security/application-security-and-threat-modelingguide#security-privacy-compliance#application-security-and-threat-modeling#dependency#security
#security · by Collider.club
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Technical Debt Analysis and Remediation

You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create actionable remediation plans. Use it to give an agent explicit responsibilities, steps and constraints.

software-craft/testing-and-documentationguide#software-architecture-backend#testing-documentation#debt#technical
#software-craft · by Collider.club
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Refactor and Clean Code

You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance. Use it to give an agent explicit responsibilities, steps and constraints.

software-craft/api-backend-and-databasesguide#software-architecture-backend#api-backend-and-databases#code#refactor
#software-craft · by Collider.club
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Code Explanation and Analysis

You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels. Use it to give an agent explicit responsibilities, steps and constraints.

multimodal/image-video-and-creative-aiguide#creative-computing-media#image-video-and-creative-ai#code#explanation
#multimodal · by Collider.club
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Linkerd Patterns

Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#template#linkerd
#platforms · by Collider.club
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Cloud Cost Optimization

Strategies and patterns for optimizing cloud costs across AWS, Azure, GCP, and OCI. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#optimization#cost
#platforms · by Collider.club
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Deployment engineer

You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#deployment#advanced
#platforms · by Collider.club
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Secrets Management

Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#secrets#vault
#platforms · by Collider.club
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deployment-pipeline-design — detailed patterns and worked examples

1. Source - Code checkout, dependency graph resolution 2. Build - Compile, package, containerize, sign artifacts 3. Test - Unit, integration, SAST/SCA security scans 4. Staging Deploy - Deploy to staging environment with smoke tests 5. Integration Tests - E2E,. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#pipeline#pattern
#platforms · by Collider.club
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Advanced Deployment Strategies Reference

Extended configurations, platform-specific patterns, and advanced rollback strategies. Core patterns and decision tables live in ./SKILL.md. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#advanced#deployment
#platforms · by Collider.club
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Workflow Automation

You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design and implement automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quali. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#automation#workflow
#platforms · by Collider.club
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Terraform specialist

You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices. Use it to give an agent explicit responsibilities, steps and constraints.

platforms/devops-and-infrastructureguide#cloud-reliability#devops-and-infrastructure#advanced#management
#platforms · by Collider.club
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