GitHub
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
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GitHub
reasoningbank-with-agentdb
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learnin...
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GitHub
flow-nexus-platform
Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges
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GitHub
development-standards
Standards enforced when writing code, creating pull requests, committing changes, or documenting features. CRITICAL - No emoji in developer-facing content (code/docs/PRs/issues/commits) or CLI output. Also defi...
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GitHub
dependency-management
Use quality dependencies freely - default to using existing libraries over reinventing. For Python prefer conda over pip, maintain separate requirements-conda.txt and requirements-pip.txt. Use when adding depen...
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GitHub
handle-deprecation-warnings
Notice and address deprecation warnings immediately in test output, CI/CD logs, and development - read the warning, check migration guides, update code to use recommended APIs, don't suppress warnings. Use when...
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GitHub
access-skill-resources
Locate scripts, references, and assets bundled with skills. Use when a skill mentions bundled resources (scripts/, references/, assets/ subdirectories) but you cannot immediately find them. Teaches standard ski...
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GitHub
cli-ux-colorful
Design colorful CLI output with ANSI colors, syntax highlighting, status indicators, and terminal formatting. Use libraries like rich (Python) or chalk (Node.js). Use when designing CLI output, formatting termi...
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GitHub
git-workflow
Git worktree-based workflow for parallel development with shared context. Incremental commits after logical units, feature branches with nested issue branches, squash-merge to main. Use when creating/managing w...
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GitHub
exhaustive-testing
Write comprehensive test coverage across unit, integration, regression, end-to-end, and manual tests. Watch for deprecation warnings in test output and address them immediately. Use when writing tests, implemen...
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GitHub
news-research
Conduct comprehensive news research and generate professional newsletters. Use when user submits topics for news analysis, sentiment tracking, or competitive media coverage research.
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GitHub
python-coding
Best practices for writing high quality production grade Python code
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GitHub
temporal
Manage Temporal workflows: server lifecycle, worker processes, workflow execution, monitoring, and troubleshooting for Python SDK with temporal server start-dev.
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GitHub
kaizen
Kailash Kaizen - production-ready AI agent framework with signature-based programming, multi-agent coordination, and enterprise features. Use when asking about 'AI agents', 'agent framework', 'BaseAgent', 'mult...
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GitHub
apple-developer-apis
Expert system for integrating Apple Developer APIs including App Store Connect API, App Store Server API, Sign in with Apple REST API, App Store Server Notifications, Advanced Commerce API, and App Intents. Use...
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GitHub
atlassian-jira
Execute Jira operations including issue retrieval, creation, updates, search, and project management. Use when the user needs to interact with Jira issues, projects, boards, or perform any Jira-related tasks.
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GitHub
atlassian-skills
Execute Atlassian operations for both Jira and Confluence, including issue management, page retrieval, search, creation, and updates. Use when the user needs to interact with Jira issues, Confluence pages, or a...
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GitHub
rust-test-best-practice
Comprehensive guide to Rust automated testing covering unit, integration, and documentation tests. Includes practical patterns for async testing, property-based testing with proptest, mocking strategies using...
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GitHub
rust-best-practice
"""Best practices and patterns for writing idiomatic Rust code.
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GitHub
amcs-style-generator
Generate detailed style specification from SDS style entity and plan. Enforces blueprint tempo ranges, resolves tag conflicts using conflict matrix, and maximizes information density with minimal tags. Use when...
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GitHub
amcs-skill-name-action
{ONE_SENTENCE_PURPOSE}. Use when {TRIGGER_CONDITION}.
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GitHub
amcs-validator
Score composed artifacts against blueprint rubric. Evaluates hook density, singability, rhyme tightness, section completeness, and profanity compliance. Returns scores and issues list to determine if fix loop i...
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GitHub
amcs-producer-notes-generator
Generate production notes defining song structure, hooks, instrumentation hints, per-section tags, and mix parameters. Aligns with style spec and blueprint production guidelines. Use when creating arrangement,...
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GitHub
amcs-lyrics-generator
Generate song lyrics with citations from pinned sources. Enforces rhyme scheme, meter, syllable counts, hook strategy, and profanity filter while retrieving from MCP sources with deterministic hash-based pinnin...
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