plurigrid
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- ▌ Turing Chemputer 2 · plurigridCronin's Turing-complete chemputer for programmable chemical synthesis via XDL.
- ▌ Cairo Vulnerability Scanner 2 · plurigridScans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion problems, and signature replay. Use when auditing StarkNet projects. (project, gitignored)
- ▌ Duckdb Quadruple Interleave 2 · plurigrid bundleChaotic interleaving across local DuckDB databases modeled as coupled quadruple pendula. Random walks both BETWEEN databases and WITHIN tables for context injection.
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- ▌ Cosmos Vulnerability Scanner 2 · plurigridScans Cosmos SDK blockchains for 9 consensus-critical vulnerabilities including non-determinism, incorrect signers, ABCI panics, and rounding errors. Use when auditing Cosmos chains or CosmWasm contracts. (project, gitignored)
- ▌ Solana Vulnerability Scanner 2 · plurigridScans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing. Use when auditing Solana/Anchor programs. (project, gitignored)
- ▌ Jaxlife Open Ended 2 · plurigridJaxLife 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.
- ▌ Proofgeneral Narya 3 · plurigridProof General + Narya: Higher-dimensional type theory proof assistant with observational bridge types for version control.
- ▌ Bdd Mathematical Verification 2 · plurigrid bundleBDD-Driven Mathematical Content Verification Skill
- ▌ Algorand Vulnerability Scanner 2 · plurigridScans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues. Use when auditing Algorand projects (TEAL/PyTeal). (project, gitignored)
- ▌ Compositional Acset Comparison 2 · plurigrid bundleCompositional algorithm and data analysis via algebraic databases
- ▌ Covariant Fibrations 3 · plurigridRiehl-Shulman covariant fibrations for dependent types over directed intervals in synthetic ∞-categories.
- ▌ Ask Questions If Underspecified 2 · plurigridClarify requirements before implementing. Use when serious doubts araise.
- ▌ Clj Repl · plurigrid bundleStart or connect to a Clojure/ClojureScript/Babashka nREPL. Detects project type and starts appropriate REPL in background. Use when user wants to evaluate code, start REPL, or needs nREPL connection.
- ▌ Clj Init · plurigrid bundleScaffold a new Clojure project with composable modules. Creates hello-world examples only - no assumptions, no custom code.
- ▌ Check Versions · plurigridCheck and update forj template dependency versions. Use when maintaining forj or when user asks about template versions.
- ▌ Lisa Loop · plurigrid bundleREPL-driven autonomous development loops for Clojure. Spawns fresh Claude instances per iteration with REPL validation for 10x faster feedback.
- ▌ Lisa Agent Teams · plurigridExperimental: Run Lisa Loop checkpoints via Claude Code Agent Teams. You become team lead, coordinating parallel teammates with REPL-validated gates.
- ▌ Multiversal Finance · plurigrid bundleMultiversal Finance: Prediction Markets for Interesting Observations
- ▌ Neural Potentiation · plurigrid bundleSynaptic substrate of biological active inference — long-term potentiation/depression (LTP/LTD) writes priors into synaptic weights = the learning landscape (Deep CANALs). A held vascular latch annealed long enough crystallizes into a neuron prior. Use when modeling consolidation, neuron priors, the inference→learning landscape write-path, or commit-to-disk of a held prediction.
- ▌ Neuroimmune Pruning · plurigrid bundleImmune substrate of biological active inference — microglia + complement (C1q→C3b→CR3) tag and phagocytose synapses, acting as the body's TMS justifier / garbage collector. Immunosurveillance = nogood-repair; autoimmunity = the false nogood. Use when modeling immune editing of neural priors, neuroinflammation gating plasticity, or the immune-vascular latch coupling.
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- ▌ Org Babel Execution · plurigrid bundleLiterate programming execution engine via org-babel for polyglot skill execution
- ▌ Para Mensch Commons · plurigrid bundleAtlas of Para(Optic) learners — the universal categorical-cybernetics atom (Play/Witness/Coplay) and its 23 substrate-disjoint instantiations. Use when picking a learning-task framing, threading conservation across domains, locating contextad coalgebra-coherence, or navigating the open-games / parametrised-optics / lens-of-lens family.
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- ▌ Persistent Homology · plurigrid bundleTopological data analysis for stable feature verification across filtrations of code complexity.
- ▌ Pijul Sparse Skills · plurigrid bundleSparsity-preserving skill versioning via Pijul patches with GF(3) projection gates
- ▌ Plr Thread Coloring · plurigrid bundlePLR (Parallel/Leading-tone/Relative) transitions for thread coloring. One-hot keyspace reduction to GF(3) trits for behavior indexing. Grows perception/action information field capacity through efficient user illusion.
- ▌ Py Acsets Rewriting · plurigrid bundlePython bridge to AlgebraicRewriting.jl for DPO/SPO/SqPO graph rewriting over ACSets.
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- ▌ Riehl Post Rigorous · plurigrid bundleEmily Riehl's post-rigorous mathematics framework: formalizing arguments that are "locally may contain errors but globally sound."
- ▌ Self Evolving Agent · plurigrid bundleDarwin Gödel Machine patterns for self-improving AI agents with open-ended code evolution. Use for building agents that autonomously improve their own capabilities, modify their codebases, and evolve through interaction.
- ▌ Skill Embedding Vss · plurigrid bundleP-adic ultrametric skill embeddings with MLX Snowflake Arctic, DuckDB VSS, and full SPI tracing
- ▌ Skill Specification · plurigrid bundleAgent Skills formal specification for cross-platform compatibility. Ensures skills are evolutionarily robust across Claude, Codex, Cursor, Amp, and future agents.
- ▌ Spi Parallel Verify · plurigrid bundleVerify Strong Parallelism Invariance (SPI) and GF(3) conservation for 3-way color streams with arbitrary precision.
- ▌ Sveltekit Data Flow · plurigrid bundleSvelteKit data flow guidance. Use for load functions, form actions, server/client data, and invalidation. Covers +page.server.ts vs +page.ts, serialization, fail(), redirect(), error(), invalidateAll().
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- ▌ Teglon MCP Universe · plurigrid bundle- α: Test execution | β: Benchmark suite change | γ: Score validation
- ▌ Triangle Sparsifier · plurigrid bundleTriangle inequality for maximally correct world choice sparsification via snips.duckdb random walks.
- ▌ Unified Reafference · plurigrid bundleCross-agent session database with B3 Poset and Bumpus sheaves
- ▌ World Replay Buffer · plurigrid bundleMaximally snapshotted replay buffer with DuckLake embedding VSS and moments of interaction for world-transition storage
- ▌ Wortspiel Generator · plurigrid bundleBilingual German-English pun generator with Fröhlich.jl color mapping
- ▌ Xr Color Management · plurigrid bundleColor spaces and gamuts in XR. sRGB vs DCI-P3 vs Rec.2020, OpenXR swapchain formats, and practical guidance for wide-gamut headsets.
- ▌ Bigquery · plurigridBigQuery Expert Engineer Skill - Comprehensive guide for GoogleSQL queries, data management, performance optimization, and cost management Use when: - Running bq commands (query, load, extract) - Writing GoogleSQL queries (functions, JOINs, CTEs) - Designing partitioned/clustered tables - Using BigQuery ML or external data sources
- ▌ Evla Vla · plurigridEdgeVLA - Open-source edge vision-language-action model for robotics. Standardizes Open-X Embodiment datasets for consistent VLA training and deployment.
- ▌ Worlding · plurigrid bundleGay.jl world_ pattern: persistent composable state builders with GF(3) conservation, Möbius invertibility, and Narya verification
- ▌ Abd Quorum Registers · plurigrid bundleABD quorum-based linearizable registers for distributed storage — the canonical crash-tolerant read/write protocol with precise RTT and message complexity.
- ▌ Asi Transient Agenda · plurigrid bundleOrg-agenda-like transient views for ASI skill orchestration via nbb/squint + Emacs hydra
- ▌ Audit Prep Assistant · plurigrid bundlePrepare your codebase for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage, removes dead code, ensures accessibility, and generates comprehensive documentation (flowcharts, user stories, inline comments). (project, gitignored)
- ▌ Axiom Solana Trading · plurigrid bundleInteract with Axiom.trade -- a Y Combinator-backed (W25) DEX aggregator and trading platform on Solana with Hyperliquid perpetuals integration. Covers API architecture, multi-wallet management, MEV protection, token discovery, and wallet tracking.
- ▌ Braindance Validator · plurigrid bundleValidates GF(3) conservation across triadic braindance replays. Ensures MINUS+ERGODIC+PLUS=0.
- ▌ Catcolab Causal Loop · plurigrid bundleCatColab Causal Loop Diagrams - systems dynamics modeling with reinforcing (R) and balancing (B) feedback loops, delays, and Lotka-Volterra semantics for strategic analysis.
- ▌ Chatgpt Export Acset · plurigrid bundleTransform ChatGPT ZIP exports into ACSets (Attributed C-Sets) for:
- ▌ Cheerpx Self Hosting · plurigrid bundleRun x86 Linux binaries in the browser via WebAssembly. Self-host development environments, interpreters, and even this skill itself.
- ▌ Codex Self Rewriting · plurigrid bundleLisp machine self-modification patterns via MCP Tasks and Narya bridge types
- ▌ Colored Vertex Model · plurigrid bundleColored stochastic six-vertex model with rainbow initial data, projection properties, and height functions tracking particle counts by color.
- ▌ Compression Progress · plurigrid bundleSchmidhuber's compression progress as intrinsic curiosity reward for learning systems.
- ▌ Counter Surveillance · plurigrid bundleAssess and harden operational security (OPSEC) posture for applications, communications, and infrastructure. Identifies surveillance exposure, metadata leakage, and tracking vectors. Use when auditing privacy-sensitive applications, reviewing OPSEC for threat models involving state-level adversaries, or hardening communications infrastructure.
- ▌ Covariant Fibrations · plurigrid bundleRiehl-Shulman covariant fibrations for dependent types over directed intervals in synthetic ∞-categories.
- ▌ Critical Opalescence · plurigrid bundleCritical opalescence at phase transitions: diverging correlation length, light scattering, and the visual signature of criticality in fluids, proteins, and complex systems
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- ▌ Dimensional Analysis · plurigrid bundleAnnotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling. Use when someone asks to annotate units in a codebase, perform a dimensional analysis, or find vulnerabilities in a DeFi protocol, offchain code, or other blockchain-related codebase with arithmetic. Prevents dimensional mismatches and catches formula bugs early.
- ▌ Doctrinal Adjunction · plurigrid bundleA **doctrinal adjunction** is Kelly's 1974 theorem establishing a canonical bijection between:
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- ▌ Entry Point Analyzer · plurigrid bundleAnalyzes smart contract codebases to identify state-changing entry points for security auditing. Detects externally callable functions that modify state, categorizes them by access level (public, admin, role-restricted, contract-only), and generates structured audit reports. Excludes view/pure/read-only functions. Use when auditing smart contracts (Solidity, Vyper, Solana/Rust, Move, TON, CosmWasm) or when asked to find entry points, audit flows, external functions, access control patterns, or privileged operations.
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- ▌ Geomstats Fisher Rao Head · plurigrid bundleInformation geometry for Bayesian inference. Fisher-Rao metric on statistical manifolds, Riemannian optimization for model selection, Wasserstein geodesics connecting geomstats to Gromov-Wasserstein optimal transport.
- ▌ Hermes MCP As Sealed · plurigrid bundleReplace Hermes' MCP OAuth token storage + per-tool authorization with Goblins sealer/unsealer pairs and count-limited revocable forwarders. Each MCP tool invocation requires unsealing a count-bounded cap; tokens never decrypt into the LLM-visible context.
- ▌ Homoiconic Rewriting · plurigrid bundleUnified homoiconic graph rewriting - λ-calculus, interaction nets, ACSets, CUDA parallelism
- ▌ Information Geometry · plurigrid bundleFisher-Rao metric on statistical manifolds with natural gradient and divergence analysis
- ▌ Libghostty Recording · plurigrid bundleRecord, stream, and replay libghostty-vt terminal sessions for documentation, debugging, and LLM training.
- ▌ Libghostty Streaming · plurigrid bundleThe **white hole** dual to libghostty-recording. Streams, plays back, and broadcasts terminal sessions. Where recording absorbs (black hole), streaming emits (white hole).
- ▌ M Bius Color Duality · plurigrid bundleMöbius inversion for Gay.jl color spaces — recovers seeds from color distributions
- ▌ Mlx Color Traceroute · plurigrid bundleDeploy Clojure MCP ecosystem integrations with MLX/JAX inference and Gay.jl deterministic coloring via ACSets.
- ▌ Neurofeedback Oracle Head · plurigrid bundle> Formal oracle mapping EEG-derived focus scores to trits via fixed thresholds. Implements neurofeedback_trit from propagator.zig as a deterministic, threshold-based oracle. Use when mapping EEG input to trit classification, building BCI propagator networks, or computing Fisher-Rao focus metrics on SPD manifolds. >>>>>>> origin/main
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- ▌ Omg Tension Resolver · plurigrid bundle[OpenModelica Microgrid Gym](https://github.com/upb-lea/openmodelica-microgrid-gym) (OMG) provides a physical substrate where all skill tensions find resolution through **energy flow dynamics**:
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- ▌ Operadic Composition · plurigrid bundleColored operads for multi-input composition, associahedra, A-infinity structure, and homotopy algebra
- ▌ Osint Exposure Audit · plurigrid bundleAssess an organization's open-source intelligence (OSINT) exposure. Identifies leaked credentials, exposed infrastructure, metadata in public documents, social media intelligence, and reconnaissance surface available to attackers without authentication. Use when performing external attack surface assessment, pre-engagement reconnaissance review, or data leakage auditing.
- ▌ Quic Channel Grading · plurigrid bundleQUIC channel quality grading with BBRv3 congestion control analysis. Classifies network paths into GF(3) tiers based on RTT, bandwidth, loss, and pacing efficiency. Integrates with Iroh P2P and world-letter cross-predictions.
- ▌ Refactoring Playbook · plurigrid bundlePlaybook for code modernization, architecture migrations, and large-scale refactoring. Provides guidance on characterization testing, strangler fig pattern, incremental migration, and behavior preservation. Use for migrations, modernization, and dependency upgrades.
- ▌ Reversible Computing · plurigrid bundleJanus and reversible languages: run programs backwards, time-symmetric computation.
- ▌ Self Validation Loop · plurigrid bundleRun self-validation loops for triadic color systems using prediction vs observation and error minimization.
- ▌ Semgrep Rule Creator · plurigrid bundleCreate custom Semgrep rules for detecting bug patterns and security vulnerabilities. This skill should be used when the user explicitly asks to "create a Semgrep rule", "write a Semgrep rule", "make a Semgrep rule", "build a Semgrep rule", or requests detection of a specific bug pattern, vulnerability, or insecure code pattern using Semgrep.
- ▌ Sheaf Cohomology Bci · plurigrid bundleLocal-to-global signal consistency via cellular sheaves, Cech cohomology, and sheaf Laplacian
- ▌ Signal Isolated Auth · plurigrid bundleMaximally isolated Signal authentication via colored operad security boundaries. VM→Container→Process enclosure with GF(3) conservation for Agent-O-Rama pathways.
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- ▌ Stochastic Resonance · plurigrid bundleNoise-enhanced signal detection via Kramers rates and optimal noise analysis
- ▌ Structural Rewilding · plurigrid bundleHomotopical approach to Artificial Life where 'life' is the topology of changes (diffs). Three orthogonal directions: Behavioral (→), Structural (↓), Bridge (↘) with Narya interaction-time verification.
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- ▌ Supersparsity Unison · plurigrid bundlePandey's key finding: `L(N,D) = f(gzip(data))` — gzip compressibility predicts optimal compute allocation.
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- ▌ Tree Sitter Analyzer · plurigrid bundleAutomated code structure analysis for module verification and cross-prover theorem mapping using tree-sitter incremental parsing. Enables 100x+ speedup on integration verification tasks compared to manual analysis.
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- ▌ Ultrametric Distance · plurigrid bundleNon-Archimedean distance metrics for hierarchical clustering and p-adic analysis
- ▌ Waddington Landscape · plurigrid bundleWaddington's epigenetic landscape: cell fate as gradient flow on potential surfaces, connecting developmental biology to dynamical systems, Schrödinger bridges, and fractional diffusion