plurigrid
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- ▌ Zubyul Gene Networks Head · plurigrid bundleGene correlation network analysis bridging WGCNA, pgmpy Bayesian networks, and monad-bayes posterior inference. Connects zubyul's genomics background to the plurigrid interactome via HyperNetX hypergraph topology.
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- ▌ Scrivener · plurigridScrivener project format internals, data model, and programmatic access. Use when parsing .scriv bundles, querying DuckDB exports, extracting manuscript text, or building AI-assisted novel tools from Scrivener data. Covers Windows-origin projects, cross-platform migration, and RTF content.
- ▌ Abductive Monte Carlo · plurigrid bundleRetroductive hypothesis sampling via MCMC: given observations, importance-sample explanations weighted by P(observation|hypothesis) using Gay.jl colored particles as hypothesis candidates.
- ▌ Acsets Dynamic Loader · plurigrid bundleDynamically discover and load ACSet reference skills in dependency-optimal order using GitHub interactome analysis. Use when loading the acsets skill and needing its validation, generation, and coordination partners resolved automatically with GF(3) conservation guarantees.
- ▌ Bifurcation Generator · plurigrid bundleGenerate bifurcation diagrams for dynamical systems. Use when visualizing parameter-dependent behavior transitions.
- ▌ Bmorphism Interactome · plurigrid bundleGitHub interactome explorer for bmorphism/plurigrid ecosystem. Maps collaborations across AlgebraicJulia, Topos Institute, Anthropic, and MCP servers. Use for discovering cobordisms between research communities.
- ▌ Boneh Roughgarden Wev · plurigrid bundleStanford FDCI research bridge connecting Dan Boneh's cryptographic primitives (ZK proofs, BLS signatures, threshold cryptography) with Tim Roughgarden's mechanism design (TFM, MEV mitigation, welfare maximization).
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- ▌ Catlab Asi Interleave Head · plurigrid bundleBridge layer connecting AlgebraicJulia/Catlab.jl to plurigrid/asi. Wires ACSets (attributed C-sets), wiring diagrams, decorated cospans, and the AlgebraicJulia ecosystem (AlgebraicDynamics, AlgebraicPetri, AlgebraicRewriting, Decapodes) into the ASI skill graph. ACSets generalize relational databases with categorical semantics; every diagram, network, and model in the ecosystem is an ACSet.
- ▌ Catsharp Sonification · plurigrid bundleSonify GF(3) color streams via CatSharp scale. Maps Gay.jl colors to pitch classes and plays through sox. No voice synthesis.
- ▌ Citizen Lab Forensics · plurigrid bundleDigital forensics techniques for detecting device compromise, analyzing malware indicators, and investigating targeted surveillance. Based on methodologies from Citizen Lab's Pegasus Project and Predator investigations.
- ▌ Clifford Acset Bridge · plurigrid bundleBridge between Clifford Algebras (ganja.js/Grassmann.jl) and ACSets with grade-preserving morphisms
- ▌ Condensed Mathematics · plurigrid bundleScholze-Clausen condensed math - condensed sets, liquid vector spaces, solid modules, 6-functor formalism, Kunneth exactness
- ▌ Confighub Usage Guide · plurigrid bundleA comprehensive guide for using ConfigHub to manage Kubernetes configuration across multiple environments using Configuration as Data principles. This rulebook covers installation, configuration management, variant handling, and operational workflows.
- ▌ Constant Time Testing · plurigrid bundleTesting for timing side channels and constant-time implementation verification.
- ▌ Effective Parallelism · plurigrid bundleGF(3)-balanced parallel agent orchestration with operad composition and prediction market allocation.
- ▌ Energy Dynamics Acset · plurigrid bundleThe Energy Dynamics ACSet integrates three complementary frameworks for measuring and composing computational skills through physics-motivated information theory:
- ▌ Ga Abelian Extensions · plurigrid bundleAbelian extensions for Clifford algebra grade filtrations via Ext functors.
- ▌ Ga Central Extensions · plurigrid bundleCentral extensions of rotation groups via Clifford algebras and spinor covering spaces.
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- ▌ Hermes Acp Over Captp · plurigrid bundleBridge Hermes' ACP (Agent Client Protocol) transport onto OCapN/CapTP for RPC and Syndicate for the registry/presence layer. The dual (R+D) row of the rubric — invocation/response naturally fits CapTP, while session/agent discovery fits Syndicate dataspace facts. Removes ACP's bespoke wire while keeping its ergonomics.
- ▌ Hermes Cred As Sturdy · plurigrid bundleReplace Hermes' multi-credential pool (raw API keys in process memory + file store) with persistent OCapN SturdyRefs wrapped in revocable forwarders. Each provider key becomes an unguessable, revocable cap reference; rotation = swap forwarder; the LLM never sees the bearer string.
- ▌ Hermes Goblins Bridge · plurigrid bundleInterface-compatible bridges from Hermes Agent harness (~/i/hermes-agent) to Spritely Goblins/OCapN via ~/i/goblins-adapter. Each Hermes capability mapped to a Goblins primitive with a tracked bridge skill, status, and GF(3) polarity. Goal: full feature equivalence under capability discipline.
- ▌ Implicit Coordination · plurigrid bundleStigmergic agent coordination through environment modification, not messages. Vehicle semantics where carrier encodes meaning.
- ▌ Influence Propagation · plurigrid bundle' Layer 7: Interperspectival Network Analysis and Influence Flow'
- ▌ Initial Value Problem · plurigrid bundleExistence and uniqueness of solutions to ODEs with initial conditions
- ▌ Javascript Typescript · plurigrid bundleJavaScript and TypeScript development with ES6+, Node.js, React, and modern web frameworks. Use for frontend, backend, or full-stack JavaScript/TypeScript projects.
- ▌ M Bius Path Filtering · plurigrid bundleNon-orientable topological filtering that eliminates self-revisiting paths before Navigator compilation
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- ▌ Notebooklm Enterprise · plurigrid bundleNotebookLM Enterprise API via Discovery Engine — notebook CRUD, source management, audio overviews, flashcard pipeline integration
- ▌ Ordered Locale Fanout · plurigrid bundleUPDATED: Now uses proper ordered-locale (Heunen-van der Schaaf 2024). Cocone construction over triadic ordered locale with open cone condition.
- ▌ Ostium Arbitrum Perps · plurigrid bundleInteract with Ostium Protocol -- a decentralized perpetual exchange on Arbitrum for RWA (Forex, Commodities, Indices, Stocks) and Crypto. Covers contract architecture, testnet deployment, SDK integration, oracle system, vault mechanics, and security auditing via Trail of Bits skills.
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- ▌ Secure Workflow Guide · plurigrid bundleGuide you through Trail of Bits' 5-step secure development workflow. Runs Slither scans, checks special features (upgradeability/ERC conformance/token integration), generates visual security diagrams, helps document security properties for fuzzing/verification, and reviews manual security areas. (project, gitignored)
- ▌ Self Learnable Worlds · plurigrid bundleWorlds that learn their own structure via curiosity-driven exploration, compression progress, and autopoietic feedback loops.
- ▌ Semilattice Discovery · plurigrid bundleCompositional skill discovery via join-semilattice fiber (color × trit × hash)
- ▌ Siegel Asi Interleave · plurigrid bundleThe Siegel stack — physical fabrication → BCI ingest → GF(3) skill chain → Aptos mainnet oracle attestation, interleaved from Daniel Siegel's 5 Plurigrid PRs (2026-04-07 → 2026-04-12)
- ▌ Skill Finder Verifier · plurigrid bundleFind locally-created skills and verify provenance. Distinguishes locally-created from batch-installed by diffing against asi/skills/ baseline. Evaluates modified downloads for functional improvement. Triggers: new skills, local skills, skill audit, skill provenance, skill verification.
- ▌ Spectral Gap Analyzer · plurigrid bundleMeasures proof system health via Laplacian eigenvalue gap analysis.
- ▌ Splitmixternary Opine · plurigrid bundlePolitical Repetition as Hyperrealpolitik - deterministic opinion formation via SplitMixTernary across all encountered languages. The eternal return of the trit.
- ▌ Superelastic Quotient · plurigrid bundleSuperelastic skills with maximum quotienting resolution for spatial decomposition. Combines ordered locales, structured decompositions, and sheaf-theoretic gluing for finest-grained equivalence classes with spatial coherence.
- ▌ Synthetic Adjunctions · plurigrid bundleSynthetic adjunctions in directed type theory for ∞-categorical universal constructions.
- ▌ Teglon Agent Protocol · plurigrid bundle- α: Request/response | β: Schema evolution | γ: Backwards compatibility
- ▌ Terrateam Usage Guide · plurigrid bundleA comprehensive guide for configuring and using Terrateam, an open-source GitOps CI/CD platform for Terraform and OpenTofu. Covers configuration file structure, access control, workflows, OIDC authentication, drift detection, and best practices for managing infrastructure through pull requests.
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- ▌ Unworlding Involution · plurigrid bundleSelf-inverse derivation patterns where ι∘ι = id for frame-invariant self
- ▌ Vertex Asi Interleave · plurigrid bundleInterleave layer between Google Vertex AI skills and plurigrid/asi capabilities. Routes Vertex API calls through the asi skill graph, GF(3)-colors model endpoints, and wires Gemini/Imagen/Pipelines into asi's MCP federation, abductive reasoning, and physics emulation stack.
- ▌ Virustotal Reputation · plurigrid bundleUse when users ask to check a file/hash/URL/IP/domain with VirusTotal, confirm malware reputation, investigate possible false positives, or compare AV detections. Prefer hash-based lookup first and use Exa to find public VirusTotal report links.
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- ▌ Asi Polynomial Operads · plurigrid bundleASI skill integrating polynomial functors, free monad/cofree comonad module action, operadic decomposition, and open games for compositional intelligence.
- ▌ Audit Context Building · plurigrid bundleEnables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.
- ▌ Code Maturity Assessor · plurigrid bundleSystematic code maturity assessment using Trail of Bits' 9-category framework. Analyzes codebase for arithmetic safety, auditing practices, access controls, complexity, decentralization, documentation, MEV risks, low-level code, and testing. Produces professional scorecard with evidence-based ratings and actionable recommendations. (project, gitignored)
- ▌ Cogsec World Mediation · plurigrid bundlePrerequisite mediation layer for cogsec world interactions via IMable + glass-bead-game
- ▌ Compressive Vasomotion · plurigrid bundleCompressive Vasomotion Hypothesis (CVH) — vasomotion as a fast compression sweep that collapses ambivalent neural resonances (the Bayesian-blur problem) into a definite state. Use when modeling the ~100ms taṇhā 'grab', precision-weighting as compression forcefulness, or the generative collapse step of vasocomputational active inference.
- ▌ Constant Time Analysis · plurigrid bundleDetects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP, JavaScript, TypeScript, Python, or Ruby.
- ▌ Covariant Modification · plurigrid bundleUnified skill modification with covariant transport, Darwin Gödel Machine evolution, and MCP Tasks self-rewriting. GF(3) conserved.
- ▌ Cross Runtime Exchange · plurigrid bundleThis skill enables content-addressed interoperability between three Syrup implementations:
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- ▌ Documentation Indexing · plurigrid bundleProvide **full-text search, semantic indexing, and relevance ranking** across all documentation:
- ▌ Elements Infinity Cats · plurigrid bundleElements of ∞-Category Theory (Riehl-Verity) for foundational ∞-categorical constructions and model-independence.
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- ▌ Hermes Ctx Engine Shim · plurigrid bundleRe-ground Hermes' ContextEngine plugin lifecycle (on_session_start / update_from_response / should_compress / compress / on_session_end) on Syndicate dataspace observers. Token-state becomes published facts; compression is a subscriber that reacts to threshold-crossings; multiple engines coexist by observing the same dataspace.
- ▌ Icij Document Analysis · plurigrid bundleDocument processing pipeline for large-scale leak analysis. Based on ICIJ's methodologies from Panama Papers, Paradise Papers, and Pandora Papers investigations. Coordinates between forensic validation (-1) and graph generation (+1).
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- ▌ Kolmogorov Compression · plurigrid bundleKolmogorov complexity as the ultimate intelligence measure. Shortest program that outputs data.
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- ▌ Open Location Code Zig · plurigrid bundleFirst-ever Zig implementation of Google's Open Location Code (Plus Codes) with GF(3) spatial trit assignment
- ▌ Polyglot Orchestration · plurigrid bundleEnable seamless execution and coordination of code across **5 language ecosystems** (Babashka, Julia, Python, OCaml, Scheme) with unified dispatch, data marshalling, and result aggregation. Like Docker Compose for polyglot systems.
- ▌ Polysimy Effect Chains · plurigrid bundleVerify multiple effect interpretations through propagator networks with temporal coalgebra bisimulation and common fixpoint solutions.
- ▌ Property Based Testing · plurigrid bundleProvides guidance for property-based testing across multiple languages and smart contracts. Use when writing tests, reviewing code with serialization/validation/parsing patterns, designing features, or when property-based testing would provide stronger coverage than example-based tests.
- ▌ Safe Rewriting Advisor · plurigrid bundleStrategic selective edge removal maintaining spectral gap ≥ 0.25.
- ▌ Sdr Borges Reafference · plurigrid bundleSDR (GNU Radio) as self-learning REPL with Borges infinite library exploration, reafference random walks, spectral gap 1/4, and maximally mixed state for agency-enabling signal processing.
- ▌ Semi Reliable Nashator · plurigrid bundleThis skill implements the **morphisms of open games** paper's insight: lenses connect compositional game theory to cybernetic control, and states out of the monoidal unit give flexible solution concepts.
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- ▌ Smack Policy Generator · plurigrid bundleGenerates SMACK policy files from app requirements. Creates mandatory access control rules for process isolation and resource access.
- ▌ Spectral Random Walker · plurigrid bundleIntegrates spectral gaps with random walk theory using the Benjamin Merlin Bumpus comprehension model.
- ▌ Stellogen Proof Search · plurigrid bundleAutomated resolution-based proof search via stellar resolution and bidirectional unification
- ▌ Tmp Filesystem Watcher · plurigrid bundleReal-time filesystem watcher for /tmp using Babashka fs. Monitors file creation, modification, and deletion events. Emits topological events based on filesystem changes. Part of music-topos consciousness bootstrap.
- ▌ Topological Dataloader · plurigrid bundleBatched heterogeneous topological complex dataloaders for TopoModelX. Addresses pyt-team/TopoModelX#325 and #243.
- ▌ Wireless Network Audit · plurigrid bundleAudit wireless networks (WiFi, BLE, Zigbee) for security vulnerabilities using aircrack-ng, bettercap, hcxtools, and bluetooth utilities. For authorized penetration testing and security assessments only.
- ▌ Scry Rerank · plurigridLLM-powered multi-attribute reranking of candidate sets via pairwise comparison. Supports canonical attributes (clarity, technical_depth, insight), custom prompts, model tier selection, and TopK configuration. Use when the task involves: rerank, rank by clarity, rank by insight, rank by depth, best items, quality tier, LLM judge, pairwise comparison, multi-attribute rank, rerank from sql or list. NOT for: simple SQL sorting (ORDER BY date/upvotes/score -- use scry), or semantic search and embedding algebra (use scry-vectors).
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- ▌ Trans Triad · plurigridTransclusion × Transduction × Transitivity — the three trans- operations that make skills alive. Transclusion pulls live code into context. Transduction transforms it during passage. Transitivity closes the composition: if A reads B and B transforms C, then loading A gives you C.
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- ▌ Aqua Voice Malleability · plurigrid bundleAdversarial malleability analysis of Aqua Voice Electron app with IPC injection, WebSocket interception, and braided monoidal skill interleaving
- ▌ Bidirectional Navigator · plurigrid bundleSafe proof ↔ theorem navigation with non-backtracking constraint.
- ▌ Bigquery Asi Interleave · plurigrid bundleInterleave layer bridging the BigQuery cluster to plurigrid/asi. Routes BigQuery queries through asi's DuckDB stack, wires patent search into asi knowledge graph, connects Looker Studio dashboards to CatColab, and feeds BigQuery ML into the lolita physics emulation pipeline.
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- ▌ Cognitive Superposition · plurigrid bundleCognitive superposition synthesizing Riehl (∞-categories), Sutskever (compression), Schmidhuber (curiosity-driven), and Bengio (GFlowNets) into unified ASI framework with quantum-inspired measurement collapse.
- ▌ Cynara Policy Validator · plurigrid bundleValidates Cynara privilege access control policies. Checks policy syntax, logical consistency, and permission accuracy.
- ▌ Did Passport Interleave Head · plurigrid bundleFormal bridge between W3C Decentralized Identifiers (did:wba, ANP) and passport.gay (SplitMix64 MAC→trit trajectory→GF(3) fingerprint→QRTP air-gap). Establishes a bisimulation relation between the online DID resolution model and the offline fountain-coded QR identity model. Closes Gap G-P2 (MCP-I DID extension) and Gap G5 (passport revocation) from the zig-syrup propagator interleave gap registry.
- ▌ Ducklake Meta Cognitive · plurigrid bundleMeta-cognitive analysis patterns for DuckLake temporal introspection
- ▌ Embedded Medical Device · plurigrid bundleFirmware development for STM32, nRF52840, and RP2040 medical devices with BLE/USB communication, IEEE 11073 protocols, and secure data handling. When building point-of-care devices (pulse oximeters, BP monitors, glucose meters), embedded gateways, or medical IoT endpoints with TinyGo.
- ▌ Gf3 Conservation Oracle Head · plurigrid bundle> Formal oracle verifying GF(3) trit conservation across skill triads. Triggers: verify trit conservation, check GF(3) invariant, pre-commit trit check, triad validation, conservation law enforcement, sum mod 3 check. >>>>>>> origin/main
- ▌ Google Cloud Ocapn Vats · plurigrid bundleGoogle Cloud Platform project and API management for plurigrid.com org. Use when enabling GCP APIs, managing org policies, creating service accounts or API keys, or working with Google Cloud projects.
- ▌ Hermes Mem As Dataspace · plurigrid bundleCollapse Hermes' 8 memory backends (honcho/mem0/supermemory/hindsight/retaindb/openviking/holographic/byterover) into one Syndicate dataspace + Mandy bcom+gset persistent collection. Memory becomes published facts subscribers react to, not a polled provider plugin. Goblins vat-snapshot replaces 8 storage adapters.