philosophy-ethics
2
dino-r1-vision-reasoning
Apply reasoning-focused RL to vision foundation models using GRPO to develop deep visual understanding and abstract reasoning beyond visual recognition.
ADu2021
lifestyle
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philosophy-ethics
2
illusion-of-thinking
Evaluate reasoning model capabilities by analyzing three complexity-dependent behavioral regimes and identifying fundamental limitations in symbolic manipulation rather than computational budgets.
ADu2021
lifestyle
philosophy-ethics
2
rl-verifiable-rewards
RLVR extends reasoning capabilities by proving answer-only rewards implicitly incentivize correct intermediate reasoning via the Logic Prior principle.
ADu2021
lifestyle
philosophy-ethics
2
terminator-early-stopping-cot
Learn when to terminate chain-of-thought reasoning by predicting answer arrival patterns. Train an early-exit mechanism on empirical first-answer positions to reduce reasoning length by 14-55% while maintaining or improving accuracy.
ADu2021
lifestyle
philosophy-ethics
1
reasoning-router
Routes formal reasoning, thinking, and analysis tasks. Triggers on reason, prove, verify, formal, atomic, logic, think, analyze-deeply, decompose, validate.
Zpankz
lifestyle
philosophy-ethics
1
cs-foundations
Master discrete mathematics, logic, formal proofs, and computational thinking. Build the mathematical foundation for all computer science.
pluginagentmarketplace
lifestyle
philosophy-ethics
1
reason
Understand through recursive decomposition and modular reconstruction of simple operations to reproduce emergent complexity. Use this skill whenever reasoning is required. Framework for [[#parse|parsing]], [[#branch|branching]], [[#reduce|reducing]], [[#ground|grounding]] and [[#emit|emitting]]. Employs metacognitive reasoning epistemology, leveraging first principles through recursive decomposition[^1]. Self-referential and scale-invariant.
Zpankz
lifestyle
philosophy-ethics
1
ultrathink
Elevates thinking for complex problems with intellectual honesty. Activates deep analysis while avoiding performative contrarianism. Use when facing decisions that deserve more than the first answer, require trade-off evaluation, or benefit from rigorous self-checking before responding.
fotescodev
lifestyle
philosophy-ethics
1
axiom-injection-methodology
Inject axioms into operational context using structured methodology.
starwreckntx
lifestyle
philosophy-ethics
1
atelier-challenge
Challenge an approach with critical thinking. Use when questioning assumptions, validating decisions, testing approach validity, or preventing automatic agreement.
martinffx
lifestyle
philosophy-ethics
1
proof-theory
Problem-solving strategies for proof theory in mathematical logic
namesreallyblank
lifestyle
philosophy-ethics
1
critical-analysis-patterns
Philosophical/meta project analysis - critical analysis framework that asks "why?"
chkim-su
lifestyle
philosophy-ethics
1
critical-biblical-listener
You MUST use this when reviewing completed sermons, Bible teachings, or theological content. Use when users ask you to evaluate, critique, or assess biblical faithfulness of teaching material. Acts as a skeptical reviewer testing claims against Scripture.
williacj
lifestyle
philosophy-ethics
1
critique
Multi-perspective dialectical reasoning with cross-evaluative synthesis. Spawns parallel evaluative lenses (STRUCTURAL, EVIDENTIAL, SCOPE, ADVERSARIAL, PRAGMATIC) that critique thesis AND critique each other's critiques, producing N-squared evaluation matrix before recursive aggregation. Triggers on /critique, /dialectic, /crosseval, requests for thorough analysis, stress-testing arguments, or finding weaknesses. Implements Hegelian refinement enhanced with interleaved multi-domain evaluation and convergent synthesis.
Zpankz
lifestyle
philosophy-ethics
1
constraints
Formal constraint theory unifying deontic logic (P/O/F/I operators), Juarrero's trichotomy (enabling/governing/constitutive), Hohfeldian rights (claim-duty, privilege-noright, power-liability, immunity-disability), and category-theoretic composition. Use when modelling permissions, obligations, prohibitions, rights structures, agent authority, governance systems, ontology validation, or any domain requiring formal constraint specification. Integrates with ontolog via λ-calculus mapping.
Zpankz
lifestyle
philosophy-ethics
1
seasonality-analysis
Comprehensive guide to seasonality analysis. Master the concepts, implementation, best practices, and real-world applications of seasonality analysis in professional environments.
Sandeeprdy1729
lifestyle
philosophy-ethics
1
jest-advanced
Comprehensive guide to jest advanced. Master the concepts, implementation, best practices, and real-world applications of jest advanced in professional environments.
Sandeeprdy1729
lifestyle
philosophy-ethics
1
education-advanced-1
Comprehensive guide to education advanced 1. Master the concepts, implementation, best practices, and real-world applications of education advanced 1 in professional environments.
Sandeeprdy1729
lifestyle
philosophy-ethics
1
education-advanced-10
Comprehensive guide to education advanced 10. Master the concepts, implementation, best practices, and real-world applications of education advanced 10 in professional environments.
Sandeeprdy1729
lifestyle
philosophy-ethics
1
education-advanced-12
Comprehensive guide to education advanced 12. Master the concepts, implementation, best practices, and real-world applications of education advanced 12 in professional environments.
Sandeeprdy1729
lifestyle
philosophy-ethics
1
education-advanced-14
Comprehensive guide to education advanced 14. Master the concepts, implementation, best practices, and real-world applications of education advanced 14 in professional environments.
Sandeeprdy1729
lifestyle