academic-research
Conduct deep academic research for philosophy, neuroscience, cognitive science, and theoretical computer science (computability, complexity, AI theory, logic). Use when user asks to: research academic topics, find scholarly papers, conduct literature reviews, analyze citations, synthesize research findings, explore philosophical arguments, investigate consciousness/cognition, study computability/decidability/Turing machines, or analyze academic debates. Triggers on: 'research papers', 'literature review', 'academic sources', 'scholarly articles', 'philosophy of mind', 'computability theory', 'neuroscience studies', 'find papers on', 'what does the research say'.
aesthetics
Master aesthetics - philosophy of beauty, art, and aesthetic experience. Use for: beauty, art theory, taste, sublime, creativity. Triggers: 'beauty', 'beautiful', 'aesthetic', 'art', 'sublime', 'creativity', 'taste', 'artistic', 'expression', 'representation', 'aesthetic experience', 'aesthetic judgment', 'art definition', 'Kant aesthetics', 'formalism', 'expressionism'.
african-ubuntu
Master African philosophical traditions including Ubuntu, Africana philosophy, and postcolonial thought. Use for: communitarian ethics, personhood, African metaphysics, decolonial philosophy. Triggers: 'Ubuntu', 'African philosophy', 'Africana', 'communitarian', 'postcolonial', 'decolonial', 'sage philosophy', 'ethnophilosophy', 'Negritude', 'African humanism', 'ubuntu ethics', 'communalism', 'African ontology', 'personhood Africa', 'I am because we are'.
AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
AgentDB Memory Patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
AgentDB Performance Optimization
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
agentic-jujutsu
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination
analytic-philosophy
Master Analytic philosophy methods, debates, and key figures. Use for: logical analysis, philosophy of language, philosophy of mind, metaphysics, epistemology in the analytic tradition. Triggers: 'analytic', 'Frege', 'Russell', 'Wittgenstein', 'logical positivism', 'Vienna Circle', 'possible worlds', 'modal logic', 'qualia', 'functionalism', 'physicalism', 'Kripke', 'Putnam', 'Davidson', 'Quine', 'ordinary language', 'thought experiment', 'conceptual analysis', 'naturalism', 'supervenience'.
ancient-greek
Master Ancient Greek philosophical methods, vocabulary, and debates. Use for: Socratic method, Platonic dialogues, Aristotelian analysis, Stoic ethics, Epicurean philosophy, pre-Socratic thought. Triggers: 'Socrates', 'Plato', 'Aristotle', 'Stoic', 'Epicurean', 'eudaimonia', 'virtue ethics', 'elenchus', 'four causes', 'Forms', 'nous', 'logos', 'phronesis', 'ataraxia', 'apatheia', 'dialectic', 'maieutic', 'pre-Socratic', 'Heraclitus', 'Parmenides', 'the Good', 'unmoved mover'.
argument-mapping
Reconstruct, visualize, and analyze argument structure. Use for: argument reconstruction, premise identification, inference evaluation, finding hidden assumptions, visualizing debates, Toulmin model analysis. Triggers: 'argument structure', 'premises', 'conclusion', 'inference', 'reconstruct', 'map the argument', 'Toulmin', 'argument diagram', 'validity', 'soundness', 'implicit premise', 'hidden assumption', 'logical structure'.
conceptual-analysis
Master conceptual analysis methodology - defining concepts through necessary and sufficient conditions. Use for: analyzing concepts, testing definitions, finding counterexamples. Triggers: 'what is X', 'define', 'definition', 'necessary conditions', 'sufficient conditions', 'counterexample', 'conceptual analysis', 'analysis', 'concept', 'essence', 'iff', 'if and only if'.
continental-critical
Master Continental philosophy and Critical Theory. Use for: post-structuralism, deconstruction, Frankfurt School, hermeneutics, psychoanalysis. Triggers: 'Foucault', 'power/knowledge', 'deconstruction', 'Derrida', 'différance', 'critical theory', 'Frankfurt School', 'Adorno', 'Habermas', 'genealogy', 'discourse', 'Lacan', 'Deleuze', 'rhizome', 'biopolitics', 'ideology', 'alienation', 'reification', 'hermeneutics', 'Gadamer', 'post-structuralism', 'logocentrism'.
dialectical-method
Master dialectical methodology - Socratic, Hegelian, and Marxist dialectics. Use for: dialogue, thesis-antithesis-synthesis, contradiction, development. Triggers: 'dialectic', 'dialectical', 'thesis antithesis', 'Aufhebung', 'sublation', 'Socratic', 'Hegelian', 'contradiction', 'synthesis', 'negation', 'development', 'elenchus'.
eastern-traditions
Master Eastern philosophical methods, concepts, and practices. Use for: Buddhist philosophy, Daoist thought, Confucian ethics, Hindu philosophy, Zen, Yogic traditions. Triggers: 'Buddhist', 'Buddhism', 'Tao', 'Dao', 'wu wei', 'sunyata', 'emptiness', 'Middle Way', 'Confucius', 'Confucian', 'dharma', 'karma', 'nirvana', 'satori', 'mindfulness', 'non-attachment', 'dependent origination', 'Zen', 'Vedanta', 'Nagarjuna', 'yin yang', 'qi', 'li', 'ren', 'junzi'.
epistemology
Master epistemology - the theory of knowledge, justification, and belief. Use for: knowledge, justification, skepticism, sources of knowledge, epistemic virtue. Triggers: 'knowledge', 'epistemology', 'justification', 'belief', 'Gettier', 'skepticism', 'certainty', 'evidence', 'testimony', 'perception', 'reason', 'a priori', 'empirical', 'reliability', 'internalism', 'externalism', 'foundationalism', 'coherentism'.
ethics
Master ethical theory - metaethics, normative ethics, and applied ethics. Use for: moral philosophy, right/wrong, virtue, duty, consequences, moral realism. Triggers: 'moral', 'ethical', 'ethics', 'right', 'wrong', 'virtue', 'duty', 'consequences', 'deontology', 'utilitarianism', 'virtue ethics', 'metaethics', 'moral realism', 'consequentialism', 'Kantian', 'categorical imperative', 'trolley problem', 'moral dilemma'.
flow-nexus-neural
Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus
flow-nexus-platform
Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges
flow-nexus-swarm
Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform
genealogical-method
Master genealogical methodology - Nietzschean and Foucauldian genealogy of concepts and practices. Use for: historical analysis, power, origins of concepts. Triggers: 'genealogy', 'genealogical', 'Nietzsche genealogy', 'Foucault', 'archaeology', 'power knowledge', 'origin of', 'history of', 'emergence', 'descent', 'Entstehung', 'Herkunft', 'moral history'.
german-idealism-existentialism
Master German Idealist and Existentialist philosophy. Use for: Hegel, Kierkegaard, Nietzsche, Heidegger, Sartre, phenomenology, dialectics, authenticity. Triggers: 'Hegelian', 'dialectic', 'Aufhebung', 'Geist', 'Spirit', 'Dasein', 'existentialism', 'authenticity', 'bad faith', 'Nietzsche', 'will to power', 'eternal return', 'Heidegger', 'Being', 'thrownness', 'Sartre', 'freedom', 'absurd', 'Kierkegaard', 'anxiety', 'leap of faith', 'phenomenology', 'hermeneutics'.
github-code-review
Comprehensive GitHub code review with AI-powered swarm coordination
github-multi-repo
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration
github-project-management
Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
hive-mind-advanced
Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory
Hooks Automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
logic
Master formal and informal logic - valid reasoning, fallacies, paradoxes. Use for: argument analysis, validity, soundness, logical form, fallacies, paradoxes. Triggers: 'valid', 'validity', 'fallacy', 'premise', 'conclusion', 'modus ponens', 'modus tollens', 'paradox', 'logical', 'syllogism', 'deduction', 'induction', 'inference', 'argument form', 'soundness', 'entailment', 'contradiction'.
medieval-scholastic
Master Medieval Scholastic philosophy and methods. Use for: Aquinas, Augustine, Islamic philosophy, Jewish philosophy, natural theology, faith and reason. Triggers: 'Aquinas', 'Thomas Aquinas', 'Scholastic', 'quaestio', 'faith and reason', 'natural law', 'natural theology', 'five ways', 'essence existence', 'Augustine', 'Averroes', 'Avicenna', 'Maimonides', 'Anselm', 'ontological argument', 'cosmological argument', 'divine simplicity', 'analogy', 'substance accidents'.
metaphysics-ontology
Master metaphysics and ontology - the study of being, existence, and fundamental reality. Use for: existence, being, substance, identity, causation, modality, time, universals. Triggers: 'ontological', 'metaphysical', 'what exists', 'substance', 'essence', 'existence', 'being', 'identity', 'persistence', 'causation', 'modality', 'possible worlds', 'universals', 'particulars', 'properties', 'abstract objects', 'time', 'change', 'composition'.
modern-rationalism-empiricism
Master Early Modern philosophy from Descartes through Kant. Use for: rationalism, empiricism, the epistemological turn, mind-body problem, substance metaphysics. Triggers: 'Cartesian', 'cogito', 'Descartes', 'Spinoza', 'Leibniz', 'Locke', 'Berkeley', 'Hume', 'tabula rasa', 'innate ideas', 'impressions ideas', 'monads', 'substance', 'causation', 'personal identity', 'transcendental', 'synthetic a priori', 'Kant', 'categories', 'thing-in-itself', 'noumenon', 'phenomenon'.
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.
performance-analysis
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms
phenomenological-method
Master phenomenological methodology - describing structures of experience. Use for: analyzing lived experience, consciousness, intentionality. Triggers: 'phenomenology', 'phenomenological', 'epoche', 'bracketing', 'Husserl', 'lived experience', 'intentionality', 'eidetic', 'reduction', 'life-world', 'Lebenswelt', 'noesis', 'noema', 'first-person', 'experience as lived'.
philosophy-of-language
Master philosophy of language - meaning, reference, truth, speech acts. Use for: semantics, pragmatics, meaning theory, reference. Triggers: 'meaning', 'reference', 'Frege', 'sense', 'Kripke', 'speech act', 'semantics', 'pragmatics', 'truth conditions', 'propositions', 'names', 'descriptions', 'rigid designator', 'natural kind', 'context', 'indexical'.
philosophy-of-mind
Explore consciousness, mental states, and mind-body relations. Use for: hard problem of consciousness, qualia, intentionality, mental causation, personal identity, free will phenomenology, predictive processing, Free Energy Principle. Triggers: 'consciousness', 'qualia', 'mind', 'subjective experience', 'what it is like', 'hard problem', 'explanatory gap', 'zombie', 'Mary's room', 'Nagel', 'Chalmers', 'Dennett', 'Friston', 'Seth', 'Metzinger', 'phenomenal', 'access consciousness', 'self-model', 'interoception', 'predictive processing', 'active inference', 'Markov blanket'.
philosophy-of-science
Master philosophy of science - scientific method, explanation, realism, theory change. Use for: scientific methodology, explanation, realism/anti-realism, paradigms. Triggers: 'scientific method', 'falsification', 'Popper', 'Kuhn', 'paradigm', 'scientific explanation', 'scientific realism', 'instrumentalism', 'theory change', 'confirmation', 'induction problem', 'underdetermination', 'demarcation', 'reduction', 'emergence'.
political-philosophy
Master political philosophy - justice, rights, liberty, democracy, state legitimacy. Use for: justice, political authority, rights, freedom, social contract. Triggers: 'justice', 'political', 'rights', 'liberty', 'freedom', 'democracy', 'Rawls', 'social contract', 'state', 'legitimacy', 'authority', 'equality', 'libertarianism', 'distributive justice', 'liberalism', 'communitarianism', 'republicanism'.
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-learning agents, optimizing decision-making, or implementing experience replay systems.
ReasoningBank Intelligence
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.
Skill Builder
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.
sparc-methodology
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
stream-chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
Swarm Orchestration
Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.
thought-experiments
Design, analyze, and evaluate philosophical thought experiments. Use when: creating new thought experiments to probe specific intuitions, analyzing existing thought experiments for hidden assumptions, generating variants that isolate different variables, stress-testing philosophical positions through scenarios, exploring edge cases. Triggers: 'thought experiment', 'imagine', 'suppose', 'hypothetical', 'what if scenario', 'intuition pump', 'trolley problem', 'zombie', 'Mary's room', 'Chinese room', 'experience machine', 'teletransportation', 'original position', 'veil of ignorance', 'Gettier case'.
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.