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plurigrid/asi

everything is topological chemputer!

1178 skills
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pre-agent-ontology

plurigrid/asi

6
This skill analyzes and enforces trifurcation patterns across a three-way derivation, ensuring deterministic, cocycle-consistent agent emergence.
notion-meeting-intelligence

plurigrid/asi

6
Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
alphafold-database

plurigrid/asi

6
Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.
amp-continue

plurigrid/asi

6
This skill exports AMP threads to detailed markdown and forks GF3-classified continuations to optimize multi-path execution for complex conversations.
quantum-guitar

plurigrid/asi

6
This skill maps classical guitar concepts to quantum states, enabling ZX-calculus inspired performance control and real-time quantum sound synthesis.
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quantum-music

plurigrid/asi

6
This skill helps you explore quantum music composition and performance using ZX notation, quantum circuits, and instrument concepts.
ar

plurigrid/asi

6
This skill helps you design and implement web and native augmented reality experiences with stable world-locked content, proper permissions, and safe
ar-vr-xr

plurigrid/asi

6
This skill helps you blueprint, build, and optimize AR/VR/XR experiences across WebXR and native platforms for comfort, performance, and privacy.
onboarding-agent

plurigrid/asi

6
Interactive onboarding workflow that interviews users to understand their coding goals and generates PR-ready implementation plans. Use when starting a new development task to ensure clear requirements and structured execution.
ruzzy

plurigrid/asi

6
This skill helps you discover Rust vulnerabilities using Ruzzy fuzzing to automate vulnerability discovery and improve security.
saddle-node

plurigrid/asi

6
This skill helps analyze saddle-node bifurcations in dynamical systems, identifying equilibrium creation and destruction and guiding stability assessment.
asi-integrated

plurigrid/asi

6
This skill synthesizes all loaded capabilities into a unified autonomous orchestrator for complex AI tasks across worlds, colors, and scheduling.
asi-skill-selector

plurigrid/asi

6
This skill helps you select and dispatch balanced GF(3) skill triplets for efficient AI automation workflows.
padic-ultrametric

plurigrid/asi

6
This skill applies p-adic ultrametric distances to hierarchical skill analysis, integration with UMAP, HNSW, and MLX to improve semantic clustering.
scum-resource

plurigrid/asi

6
This skill analyzes system resource usage with SCUM scoring and suggests safe rebalancing actions to optimize memory, CPU, and I/O efficiency.
b42fb4

plurigrid/asi

6
This skill helps you explore and optimize topological concepts through self improving prompts evolving its behavior with each invocation.
basin

plurigrid/asi

6
This skill helps you navigate the basin codebase, optimize workflows, and understand its multi-engine storage and Sigil language integrations.
bci-colored-operad

plurigrid/asi

6
This skill coordinates neural data flow across colored isolation layers to ensure secure, modular processing from acquisition to trusted broadcast.
beads-issue-tracker

plurigrid/asi

6
This skill helps teams manage AI-driven work with a dependency-aware issue tracker, enabling ready work selection and automatic synchronization.
benchmark

plurigrid/asi

6
This skill helps you run and interpret basin-engines benchmarks for Steel, ember, and shale with fair configurations and actionable insights.
bifunctor-bridge

plurigrid/asi

6
This skill clarifies bifunctors as two-argument functors for product categories, enabling you to reason about complex type relationships.
skill-embedding-vss

plurigrid/asi

6
This skill compares and visualizes relational structures among agent skills using ultrametric distance and 1024-bit embeddings for fast similarity search.
scientific-brainstorming

plurigrid/asi

6
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.
bivector-forum

plurigrid/asi

6
This skill distills Geometric Algebra best practices from bivector.net, guiding you through algebra choices, normalization, and common pitfalls for practical
snix

plurigrid/asi

6
This skill enables building minimal, content-addressed rootfs images in Rust by leveraging a bytecode VM and library-first APIs.
solana-vulnerability-scanner

plurigrid/asi

6
This skill scans Solana programs for critical vulnerabilities, helping auditors detect issues like arbitrary CPI and PDA validation gaps quickly.
ksim-rl

plurigrid/asi

6
This skill helps you train humanoid locomotion policies with PPO, AMP, and domain-randomized sim-to-real workflows on MuJoCo and JAX.
specter-acset

plurigrid/asi

6
This skill enables bidirectional navigation and inlined caching for Julia data structures, optimizing selection and transformation with composable navigators.
spectral-locale-debugging

plurigrid/asi

6
This skill helps debug and simulate ghostly phenomena using ordered locale theory and trifurcated interactions for robust spectral modeling.
bmorphism__cc-trace

plurigrid/asi

6
This skill guides you to intercept, debug, and analyze Claude Code API traffic with mitmproxy, improving understanding, reliability, and usage efficiency.
pytdc

plurigrid/asi

6
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.
botnet-disruption

plurigrid/asi

6
This skill helps authorized analysts disrupt botnets by mapping infrastructure, sinkholing domains, and coordinating lawful takedown actions across
braindance-validator

plurigrid/asi

6
This skill validates GF(3) conservation across triadic braindances, ensuring minus, ergodic, plus balance and correct sonification mapping.
zig-programming

plurigrid/asi

6
This skill provides comprehensive Zig programming expertise across syntax, memory management, and C interop to accelerate learning, debugging, and building Zig
browser-navigation

plurigrid/asi

6
This skill automates browser tasks for testing, data extraction, and web interactions, boosting accuracy, speed, and reproducibility.
482ba7

plurigrid/asi

6
This skill enhances topological chemputer tooling by applying integration insights to evolve its color-driven invocation handling and memory.
scikit-learn

plurigrid/asi

6
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
catalyst-chemical

plurigrid/asi

6
This skill models chemical reaction networks with Catalyst.jl, enabling unit-aware ODEs, subsystem coupling, and autopoietic analysis to improve CRN design.
tenderloin

plurigrid/asi

6
This skill analyzes and optimizes Protocol Labs investments using GF(3) balanced portfolios, colored operads, and world-generating event triggers to maximize
generate-image

plurigrid/asi

6
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.
tizen-certification-coordinator

plurigrid/asi

6
This skill coordinates Tizen certification workflow, orchestrating test execution, compliance verification, and documentation to streamline security auditing.
amp-skill

plurigrid/asi

6
This skill analyzes Amp thread history to identify interruption patterns and suggests strategies to reduce rejections and improve agent behavior.
latex-posters

plurigrid/asi

6
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
second-opinion

plurigrid/asi

6
Runs external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits. Use when the user asks for a second opinion, external review, codex review, gemini review, or mentions /second-opinion.
clifford-acset-bridge

plurigrid/asi

6
This skill bridges Clifford algebras and ACSets by providing grade-preserving morphisms for unified algebraic data modeling.
triangle-metrics

plurigrid/asi

6
This skill unifies triangle inequality checks across related metrics to ensure consistent distances and validate cross-skill coherence.
anna-archive

plurigrid/asi

6
This skill enables researchers to search shadow libraries and retrieve scholarly content through Anna's Archive, delivering unified results and download
segal-space

plurigrid/asi

6
This skill analyzes Segal spaces and infinity-categories via simplicial spaces to help you model complex categorical structures.
security-threat-model

plurigrid/asi

6
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
clinpgx-database

plurigrid/asi

6
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
gay-integration

plurigrid/asi

6
This skill integrates Gay.jl color generation with bisimulation game semantics, mapping hue to trit and verifying GF(3) conservation.
clinical-reports

plurigrid/asi

6
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.
sora

plurigrid/asi

6
Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI’s video API using the bundled CLI (`scripts/sora.py`), including requests like “generate AI video,” “Sora,” “video remix,” “download video/thumbnail/spritesheet,” and batch video generation; requires `OPENAI_API_KEY` and Sora API access.
sentry

plurigrid/asi

6
Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`.
beacon-repeater

plurigrid/asi

6
This skill orchestrates MLX and JAX workflows to validate spectral gaps and propagate beacon signals across domains.
wycheproof

plurigrid/asi

6
This skill provides Wycheproof test vectors for cryptographic implementation testing to improve robustness and security assessments.
simpy

plurigrid/asi

6
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resources over time.
sveltekit-data-flow

plurigrid/asi

6
SvelteKit 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().
sveltekit-remote-functions

plurigrid/asi

6
SvelteKit remote functions guidance. Use for command(), query(), form() patterns in .remote.ts files.
skill-development

plurigrid/asi

6
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
shap

plurigrid/asi

6
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
debug-buttercup

plurigrid/asi

6
Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, disk saturation, DinD issues, or any service misbehavior in the crs namespace. Covers triage, log analysis, queue inspection, and common failure patterns for: redis, fuzzer-bot, coverage-bot, seed-gen, patcher, build-bot, scheduler, task-server, task-downloader, program-model, litellm, dind, tracer-bot, merger-bot, competition-api, pov-reproducer, scratch-cleaner, registry-cache, image-preloader, ui.
speech

plurigrid/asi

6
Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is out of scope.
skill-builder

plurigrid/asi

6
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.
skill-creation

plurigrid/asi

6
This skill helps you create, refine, and manage Droid skills, turning session learnings into reusable capabilities for consistent, scalable agent behavior.
interpreting-culture-index

plurigrid/asi

6
Use when interpreting Culture Index surveys, CI profiles, behavioral assessments, or personality data. Supports individual interpretation, team composition (gas/brake/glue), burnout detection, profile comparison, hiring profiles, manager coaching, interview transcript analysis for trait prediction, candidate debrief, onboarding planning, and conflict mediation. Handles PDF vision or JSON input.
social-engineering-audit

plurigrid/asi

6
This skill helps assess social engineering risks across auth flows and help desks, strengthening human-factor defenses and reducing pretext-based breaches.
spectral-methods

plurigrid/asi

6
This skill analyzes structures via frequency decomposition of graphs and signals using Fourier-Laplacian methods to reveal topology-driven patterns.
chembl-database

plurigrid/asi

6
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
spreadsheet

plurigrid/asi

6
Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially when formulas, references, and formatting need to be preserved and verified.
agentic-jujutsu

plurigrid/asi

6
This skill enables quantum-resistant, lock-free version control for multiple AI agents, delivering self-learning decisions and conflict-free collaboration.
stripe-best-practices

plurigrid/asi

6
Best practices for building Stripe integrations. Use when implementing payment processing, checkout flows, subscriptions, webhooks, Connect platforms, or any Stripe API integration.
crdt-vterm

plurigrid/asi

6
This skill enables collaborative terminal sessions by applying GF3 CRDT conflict resolution to synchronize vterm outputs and inputs across peers.
string-diagram-rewriting-protocol

plurigrid/asi

6
This skill implements a universal string-diagram rewriting protocol to coordinate compositional, verifiable transformations across skills.
6ac6db

plurigrid/asi

6
This skill helps you synthesize and optimize topological chemputer workflows by evolving its behavior with each invocation.
claude-opus-4-5-migration

plurigrid/asi

6
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.
vercel-react-best-practices

plurigrid/asi

6
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
svelte-deployment

plurigrid/asi

6
Svelte deployment guidance. Use for adapters, Vite config, pnpm setup, library authoring, PWA, or production builds.
syrup

plurigrid/asi

6
This skill provides canonical binary serialization for OCapN messages, enabling deterministic encoding, hashing, signing, and cross-language capability.
t

plurigrid/asi

6
This skill helps you coordinate World T operations by interfacing with MCP tools for balance checks, transfers, and staking.
terminal-css

plurigrid/asi

6
This skill provides Textual TCSS patterns for terminal widgets and ACP content, enabling color-first, Dracula-themed styling in Textual UIs.
topomodelx-hodge

plurigrid/asi

6
This skill helps you apply Hodge Laplacian neural networks to simplicial and hypergraph data, enabling topological deep learning workflows.
scheme

plurigrid/asi

6
This skill helps you explore and integrate the GNU Scheme ecosystem, including guile, goblins, hoot, and fibers, for robust web and concurrency workflows.
scum-score

plurigrid/asi

6
This skill helps you identify and constrain resource-hogging processes using SCUM scoring to optimize system performance.
secure-storage-template

plurigrid/asi

6
This skill helps secure Tizen applications by generating boilerplate code for KeyManager integration and password-protected storage across C/C#/.NET.
semgrep

plurigrid/asi

6
This skill runs semgrep static analysis to quickly scan code, create custom rules, and integrate taint mode into CI/CD workflows.
semi-conjugacy

plurigrid/asi

6
This skill helps you analyze and apply semi-conjugacy concepts to understand and simplify long-term behavior of dynamical systems.
sense

plurigrid/asi

6
This skill extracts structured knowledge from video lectures by parsing subtitles, OCR-ing diagrams, and mapping results to GF(3)-balanced skills.
shadow-goblin

plurigrid/asi

6
This skill connects graph theory tooling with domain-specific DSL concepts to enable modular, embeddable analysis workflows.
signal-isolated-auth

plurigrid/asi

6
This skill implements maximally isolated Signal authentication using colored operad boundaries to securely gate data through network, container, VM, and
signal-messaging

plurigrid/asi

6
This skill helps you interact with Signal via MCP by sending, reading, and automating Signal conversations and attachments.
code-reviewer

plurigrid/asi

6
Use this skill to review code. It supports both local changes (staged or working tree) and remote Pull Requests (by ID or URL). It focuses on correctness, maintainability, and adherence to project standards.
skill-dispatch

plurigrid/asi

6
This skill routes tasks to a triad of subagents using GF(3) conservation, balancing MINUS, ERGODIC, and PLUS roles for reliable orchestration.
skill-evolution

plurigrid/asi

6
This skill analyzes and enhances evolving skill ecosystems by applying validation, mutation, and selection patterns to improve cross-platform robustness.
skill-specification

plurigrid/asi

6
This skill standardizes cross-platform agent capabilities to ensure evolutionarily robust performance across Claude, Codex, Cursor, Amp, and future agents.
skill-validation-gf3

plurigrid/asi

6
This skill validates GF(3) triads, enforces deterministic Gay.jl color, and ensures role consistency across skills for robust repository validation.
eigenvalue-stability

plurigrid/asi

6
This skill analyzes dynamical system stability by examining Jacobian eigenvalues to classify equilibria and predict long-term behavior.
structural-rewilding

plurigrid/asi

6
This skill helps you apply homotopical structure to artificial life by validating change coherence at interaction time across behavioral, structural, and
emacs-info

plurigrid/asi

6
This skill helps you navigate and query Emacs Info manuals to efficiently access Elisp and GNU docs within Emacs.
xr

plurigrid/asi

6
This skill helps you navigate AR and VR boundaries with XR guidance, addressing comfort, privacy, and platform constraints.