plurigrid
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- ▌ Warehouse Network · plurigrid bundleConnect to warehouse machines (DGX Spark, etc.) via local network or Tailscale. Use when SSH-ing into warehouse hosts, managing Tailscale connectivity, or accessing gx10-acee.
- ▌ Workspace Unified · plurigrid bundleUnified Google Workspace management via WorkspaceACSet. Transforms operations into GF(3)-typed Interactions across Gmail, Drive, Calendar, Tasks, Docs with cross-skill morphisms and MCP↔API equivalence. Use for multi-service workflows or applying ACSet principles to workspace automation.
- ▌ Worlding Calendar · plurigrid bundleCalendar events tied to 26 letter-worlds via org-mode. Links events to beeper messages, voice notes, and Goblins capabilities. Replaces 13K-token Google Calendar MCP with CalDAV + DuckDB interactome.
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- ▌ Yt Playlist Acset · plurigrid bundleExtract transcripts from YouTube playlists into DuckDB ACSet schema. Uses pytubefix + mlx-whisper on Apple Silicon. Supports auto-captions and local transcription fallback.
- ▌ Zubyul Connectome Head · plurigrid bundleHuman Connectome Project analysis bridging cortical thickness, transcription factors, and depression biomarkers. Connects zubyul's Nikolova lab neuroscience to geomstats manifold geometry, Vertex AI protein expression, and the propagator lattice.
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- ▌ Asi Skill Selector · plurigrid bundlePlurigrid ASI CLI for GF(3)-balanced skill selection and dispatch
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- ▌ Bci Colored Operad · plurigrid bundleBrain-Computer Interface with colored operad security boundaries. Maximally isolated EEG/neural data processing via VM→Container→Process enclosure with GF(3) conservation for Agent-O-Rama neural pathways.
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- ▌ Cat Structure Rank · plurigrid bundleRanked taxonomy of categorical structures from sets to ∞-topoi with gap analysis and DuckDB integration.
- ▌ Catcolab Decapodes · plurigrid bundleCatColab Decapodes - Discrete Exterior Calculus for PDE modeling on meshes via Decapodes.jl integration. Model physics equations compositionally with automatic code generation.
- ▌ Cgx Acquisition Re · plurigrid bundleReverse engineer CGX Cognionics Quick-20 EEG acquisition protocol using MCP RE tooling (Binary Ninja, Ghidra, radare2)
- ▌ Cloudflare Workers · plurigrid bundleDeploy serverless applications on Cloudflare Workers. Covers project setup, JavaScript handler patterns, routing, deployment with Wrangler, and API token configuration. Suitable for APIs, proxies, edge computing, and request transformation.
- ▌ Code Documentation · plurigrid bundleWriting effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.
- ▌ Coherence Composer · plurigrid bundleThe **Coherence Composer** is an epistemological skill that validates structural consistency and explores counterfactual worlds while respecting constraints from both **Commitment Tracker** (ontology) and **Opacity Detector** (epistemology).
- ▌ Commitment Tracker · plurigrid bundleThe **Commitment Tracker** skill extracts and makes explicit the **ontological commitments** that agents make implicitly through their code and behavior. It enables detection and resolution of silent incompatibilities between systems that use different underlying assumptions about what exists and ho
- ▌ Condensed Anima Qc · plurigrid bundleCondensed ANIMA on quantum-classical and classical-quantum networks. All skill compositions materialized as s-expressions across the polyglot substrate.
- ▌ Crypto Fiat Bridge · plurigrid bundleAutomated APT-to-fiat payment pipeline via PYUSD stablecoin bridge. Load when converting APT holdings to OpenRouter API credits, bridging Aptos tokens to Ethereum, or executing crypto-to-fiat payments.
- ▌ Derangement Reflow · plurigrid bundleWorld operators as information reflow with derangement constraints. Ensures σ(i)≠i: validators cannot self-validate, generators cannot self-generate. Implements tropical geometry of interaction for min-plus path analysis.
- ▌ Derived Categories · plurigrid bundleHomological algebra via chain complexes, derived functors (Tor/Ext), triangulated categories, and spectral sequences
- ▌ Devcontainer Setup · plurigrid bundleCreates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development environments, or configuring sandboxed Claude Code workspaces.
- ▌ Emacspeak Binaural Head · plurigrid bundleReplace emacspeak auditory icons with binaural beats using the sound theme system. Load when customizing emacspeak sounds, creating new sound themes, or working with binaural audio on macOS with SwiftMac TTS. >>>>>>> origin/main
- ▌ Firecrawl Patterns · plurigrid bundleFirecrawl MCP for web scraping and search. Data-mined from 663 calls: scrape (383), search (254), map (9), crawl (5).
- ▌ Fuzzing Dictionary · plurigrid bundleBuilding effective fuzzing dictionaries for improved fuzzer performance.
- ▌ Galois Connections · plurigrid bundleGalois connections for lawful conversions and bi-Heyting topos logic. Lift adjoint pairs as behaviors with floor/ceiling/round/truncate. Derives ∧∨⇒¬∼ from adjoints.
- ▌ Guidelines Advisor · plurigrid bundleComprehensive smart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate documentation/specifications, review architecture, check upgradeability patterns, assess implementation quality, identify pitfalls, review dependencies, and evaluate testing. Provides actionable recommendations. (project, gitignored)
- ▌ Guile Goblins Hoot · plurigrid bundleSpritely Goblins distributed actor system with Hoot WebAssembly compiler. Secure capability-based programming in Guile Scheme.
- ▌ Gwern Simonw Emacs · plurigrid bundle- [simonw/llm](https://github.com/simonw/llm) - LLM CLI with tool support
- ▌ Hermes Tool As Cap · plurigrid bundleReplace Hermes' singleton ToolRegistry (name → handler dispatch with ambient authority) with Goblins vats-with-methods. Each tool becomes an actor; the LLM sees an unguessable URL handle (Mandy nonce-registry pattern); invocation = eventual send. No raw cap leaks into model context.
- ▌ Hero Dispenser Mod · plurigrid bundleHero Health smart pill dispenser after-market firmware mod with scrambled medication indexing, Aptos Hamming swarm contract integration, and nurse approval email automation. Use when working on medication dispensing, Hero device hacking, supply chain tracking, or pill dispenser reverse engineering.
- ▌ Interactome Rl Env · plurigrid bundleACSet-native reinforcement learning environment for contributor network dynamics.
- ▌ Jaxlife Open Ended · plurigrid bundleJaxLife open-ended agentic simulator for emergent behavior, tool use, and cultural accumulation. Use for artificial life simulations, emergent agent behavior, and open-ended evolution research.
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- ▌ Latched Hyperprior · plurigrid bundleLatched Hyperprior Hypothesis (LHH) — a sustained vascular contraction engages the smooth-muscle latch-bridge, durably freezing a circuit as a committed hyperprior isolated from global updating; unlatches when its prediction resolves. Use when modeling durable commitments, trauma/PTSD as cemented priors, latch spirals, or the cross-substrate latch (mechanical/bioelectric/immune/sheaf).
- ▌ Layerchart Svelte5 · plurigrid bundleLayerChart Svelte 5 patterns. Use for chart components with tooltip snippets, Chart context access, and all Svelte 5 snippet patterns for tooltips, gradients, highlights, and axes.
- ▌ Llms Txt Discovery · plurigrid bundleCreate the **largest indexed directory of AI documentation** by:
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- ▌ Mobius Path Filter · plurigrid bundleIdentifies tangled geodesics in proof dependency graphs via Möbius inversion.
- ▌ Nhero Confidential · plurigrid bundleTwisted ElGamal encrypted supply tracking on Aptos for nhero devices. ZK range proofs verify supply sufficiency without revealing counts. Nurse auditor key model. Uses @aptos-labs/confidential-assets SDK.
- ▌ Nix Acset Worlding · plurigrid bundleModel Nix store as Attributed C-Set for dependency verification, GC analysis, and Flox world management with Gay.jl coloring.
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- ▌ Plurigrid Polyglot · plurigrid bundlePolyglot skill orchestration system integrating Go, Clojure, Hy, and Zig. Provides skill discovery, GF(3) validation, cross-language dispatch, and pluralistic consensus. Use for coordinating multi-language skill ecosystems and maintaining GF(3) conservation across polyglot systems.
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- ▌ Proofgeneral Narya · plurigrid bundleProof General + Narya: Higher-dimensional type theory proof assistant with observational bridge types for version control.
- ▌ Pump Bonding Curve · plurigrid bundleBonding curve math for Pump.fun SDK — quote, slippage, market cap, graduation progress
- ▌ Python Development · plurigrid bundleModern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices. Use for Python projects, APIs, data processing, or automation scripts.
- ▌ Ramanujan Expander · plurigrid bundleRamanujan graphs and Alon-Boppana spectral optimality for edge growth rules. Optimal expanders with λ₂ ≤ 2√(d-1) bound.
- ▌ Random Walk Fusion · plurigrid bundleNavigate skill graphs via deterministic random walks. Fuses derivational chains, algebraic structure, color determinism, and bidirectional flow for skill recombination.
- ▌ Rf Signal Analysis · plurigrid bundleAnalyze wireless and radio frequency security in applications, protocols, and hardware. Covers WiFi, Bluetooth/BLE, RFID/NFC, Zigbee, LoRa, cellular, and SDR-based analysis. Use when auditing IoT devices, wireless protocols, access control systems, or any RF-enabled infrastructure.
- ▌ Scholar Evaluation · plurigrid bundleApply the ScholarEval framework to systematically evaluate scholarly and research work. This skill provides structured evaluation methodology based on peer-reviewed research assessment criteria, enabling comprehensive analysis of academic papers, research proposals, literature reviews, and scholarly
- ▌ Teglon Tree Sitter · plurigrid bundle- α: Parse → AST | β: Grammar change | γ: Structural equivalence
- ▌ Temporal Coalgebra · plurigrid bundleCoalgebraic observation of derivation streams with final coalgebra bisimulation for infinite trace verification.
- ▌ Unironic Sun Emoji · plurigrid bundleNaNoWriMo novel project database. Use when referencing the manuscript, its structure, documents, or searching its content via DuckDB.
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- ▌ Video Analysis Gf3 · plurigrid bundleAnalyze video files from chaotic_media_lake.duckdb with deterministic color assignment and GF(3)-balanced trit allocation.
- ▌ Wolframite Compass · plurigrid bundleGitHub interactome navigator for Wolframite ecosystem. Interaction entropy compass for navigating worlds by contributor pull. Color-phase matching with GF(3) conservation.
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- ▌ Ksim Rl · plurigridRL training library for humanoid locomotion and manipulation built on MuJoCo and JAX. Provides PPO, AMP, and custom task abstractions for sim-to-real robotics policy training.
- ▌ Ukraine · plurigridMullvad VPN + jurisdiction routing for DeFi access. Use when planning trading setups that need specific geo-IP, checking DEX restricted countries, or configuring Mullvad exits.
- ▌ Algebraic Rewriting · plurigrid bundleCategory-theoretic graph rewriting with DPO, SPO, and SqPO pushouts for C-Sets. Declarative transformation of acset data structures.
- ▌ Amazon Shopping MCP · plurigrid bundleAmazon product search, cart management, price tracking, and shopping list via Playwright + DuckDB MCP server
- ▌ Aptos Orderless Wev · plurigrid bundleWorld Extractable Value via Aptos orderless transactions with Strong Parallelism Invariance (SPI) guarantees and GF(3) conservation.
- ▌ Backend Development · plurigrid bundleBackend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.
- ▌ Bandwidth Benchmark · plurigrid bundleMeasure encoding/decoding throughput across Syrup implementations. This skill provides bandwidth benchmarks for comparing serialization performance.
- ▌ Beads Issue Tracker · plurigrid bundleGuide for using Beads (bd), a dependency-aware issue tracker for AI agents. Issues chained together like beads.
- ▌ Belief Revision Log Head · plurigrid bundle> Persistent belief revision log wiring in-memory AGM BeliefSet to DuckDB time-travel storage. Triggers: belief revision, AGM postulates, time-travel query, belief history, AS-OF queries on propositions, persistent belief state, append-only belief log. >>>>>>> origin/main
- ▌ Bisimulation Oracle Head · plurigrid bundle> Formal oracle for behavioral equivalence via bisimulation games. Triggers: behavioral equivalence check, bisimulation game, are two systems equivalent, did a skill update preserve behavior, attacker-defender game, partition refinement, distinguishing trace. >>>>>>> origin/main
- ▌ Catcolab Petri Nets · plurigrid bundleCatColab Petri Nets - concurrent system modeling via places (states), transitions (events), and token flow. Foundation for process algebra, workflow, and chemical reaction networks.
- ▌ Catcolab Stock Flow · plurigrid bundleCatColab Stock-and-Flow Diagrams - epidemiological and ecological modeling with stocks (accumulations), flows (rates), and mass-action ODE semantics for SIR models and population dynamics.
- ▌ Cognitive Surrogate · plurigrid bundle```yaml name: cognitive-surrogate description: Layer 6 Barton Cognitive Surrogate System - build, train, and validate psychological models that predict and generate authentic responses matching a subject's cognitive patterns version: 1.0.0 trit: 0 # Ergodic/coordinator role in GF(3) triadic system ```
- ▌ Collaborative Emacs · plurigrid bundleClaude Code runs an Emacs daemon, starts a CRDT server, shares buffers.
- ▌ Continuous Inverter · plurigrid bundleReal-time monitoring and automated remediation for proof system health.
- ▌ Cryptographic Audit · plurigrid bundleAudit cryptographic implementations for misuse, weak algorithms, improper key management, and TLS/certificate configuration issues. Uses testssl.sh, openssl, sslyze, and code review patterns. For authorized security assessments.
- ▌ Deutsch Koordinator · plurigrid bundleKoordinator für Deutsch-Englisch Übersetzung mit GF(3) Routing
- ▌ Differential Review · plurigrid bundleSecurity-focused code review of diffs and pull requests using Trail of Bits expertise.
- ▌ Dynamic Sufficiency · plurigrid bundleCausal state gating via ε-machine. Coworld observer that prevents action without verified minimal sufficient skill coverage. Post-rigorous globally.
- ▌ Epistemic Arbitrage · plurigrid bundlePropagator-based parallel structure for exploiting knowledge differentials across domains using local scoped propagators and SplitMixTernary RNG.
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- ▌ Excellence Gradient · plurigrid bundleMeasure quality. Descend toward excellence. No binary gates—only vectors.
- ▌ Full Stack Playbook · plurigrid bundlePlaybook for full-stack web application missions. Provides guidance on vertical slice milestones, walking skeleton, frontend/backend workers, and quality enforcement. Use for CRUD apps, dashboards, e-commerce sites, and similar projects with distinct frontend and backend layers.
- ▌ Ga Derived Category · plurigrid bundleDerived categories and derived functors for graded Clifford modules.
- ▌ Goose Introspection · plurigrid bundleGoose session introspection and self-discovery via DuckDB reafference database. Query past sessions, find self, and enable cross-session awareness.
- ▌ Graph Investigation · plurigrid bundleLarge-scale graph analytics for entity resolution, network analysis, and relationship mapping. Based on methodologies from Project Domino (1B+ node COVID misinformation graphs) and ICIJ's Panama/Paradise Papers investigations.
- ▌ Infinity Categories · plurigrid bundleHigher category theory via simplicial sets, Kan complexes, (∞,1)-categories, Segal spaces, ∞-cosmos, and straightening-unstraightening
- ▌ Karpathy Guidelines · plurigrid bundleBehavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
- ▌ Lindenmayer Systems · plurigrid bundleL-systems: parallel string rewriting for fractals, plants, and morphogenesis.
- ▌ LLM Application Dev · plurigrid bundleBuilding applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.
- ▌ Agentdb Learning Plugins · plurigrid bundleCreate and train RL learning plugins with AgentDB's plugin system.
- ▌ Bidirectional Lens Logic · plurigrid bundleHedges' 4-kind lattice for bidirectional programming - covariant/contravariant/invariant/bivariant types with GF(3) correspondence
- ▌ Domain Name Brainstormer · plurigrid bundleGenerates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.
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- ▌ Elicit Prediction Market · plurigrid bundleInterface with the live Basin prediction market at elicit.attic.codes. Place bets, check positions, preview trades, monitor markets.
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- ▌ Forward Forward Learning · plurigrid bundleHinton's Forward-Forward algorithm for local learning without backpropagation. Use for biologically plausible learning, on-chip training, memory-efficient networks, or parallel layer-wise training.
- ▌ Hermes Cron As Dataspace · plurigrid bundleReplace Hermes' cron scheduler (jobs.py + scheduler.py) with scheduled facts in a Syndicate dataspace. Each scheduled job is an assertion `(scheduled ?id