notion-spec-to-implementation
Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from them.
npm
Handle npm package installation in non-interactive environments by piping confirmations. Use when installing Node.js packages that require user confirmation prompts.
Pair Programming
AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
padic-ultrametric
P-adic ultrametric distance as foundation for UMAP→itUMAP→HNSW→Snowflake→MLX→SPI
stahl-übersetzer
Steel→Stahl Übersetzungsvalidierung mit semantischer Erhaltung und Typ-Äquivalenz
stahl-bersetzer
Steel-to-Stahl (mattwparas/steel Scheme) German translation validator with semantic preservation and type equivalence. Triggers: stahl, steel, scheme, german translation, semantic preservation.
padic-ultrametric-embedding
P-adic ultrametric distance for UMAP/itUMAP/HNSW with Snowflake Arctic
stable-baselines3
Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments, implementing callbacks for monitoring and control, using vectorized environments for parallel training, and integrating with deep RL workflows. This skill should be used when users request RL algorithm implementation, agent training, environment design, or RL experimentation.
statsmodels
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
ssh
Establish and manage SSH connections to remote machines, including key generation, configuration, and file transfers. Use when connecting to remote servers, executing remote commands, or transferring files via SCP.
sqlite-scanner
Scan filesystems for SQLite databases by magic-byte detection. Wraps simonw/sqlite-scanner (Go binary via PyPI/uvx). Use for forensic inventory, honeypot canary detection, VM disk auditing, and database cataloging.
spreadsheet
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.
omero-integration
Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.
openai-docs
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
steamvr-tracking
SteamVR Tracking (Lighthouse/Base Stations) setup + specs. Use for playspace sizing, base station placement, compatibility, and troubleshooting across SteamVR-tracked headsets.
nhero-nurse
Nurse approval email automation for nhero controlled substance slots. Gmail MCP integration with scrambled slot names — nurse sees only slot letters, never medication names. Dual-address routing to mantissa@gmail.com (primary) and ies@plurigrid.com (backup).
openalex-database
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.
opencollective
Query and interact with Open Collective's GraphQL API v2. Browse collectives, view budgets/transactions/expenses, manage memberships, submit expenses, and explore the open-source funding ecosystem.
opentargets-database
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.
opentrons-integration
Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware management, for automated pipetting workflows.
stellar-resolution
stellar-resolution skill
stellogen-proof-search
Automated resolution-based proof search via stellar resolution and bidirectional unification
stochastic-resonance
Noise-enhanced signal detection via Kramers rates and optimal noise analysis
stream-chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
string-database
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for systems biology.
string-diagram-rewriting-protocol
Kernel protocol for compositional string diagram rewriting across all skills
stripe-best-practices
Best practices for building Stripe integrations. Use when implementing payment processing, checkout flows, subscriptions, webhooks, Connect platforms, or any Stripe API integration.
speech
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.
spectre-worldmat
Spectre monotile principles applied to Worldmat thread evolution with GF(3) conservation
onboarding-agent
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.
operad-composition
Operads: multi-input operations.
operadic-composition
Colored operads for multi-input composition, associahedra, A-infinity structure, and homotopy algebra
orchestrate
Orchestrate multiple AI agents across Vers VMs for parallel task execution
spectral-random-walker
Integrates spectral gaps with random walk theory using the Benjamin Merlin Bumpus comprehension model.
ontology-asi-interleave
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statistical-analysis
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.
skill-finder-verifier
Find 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-methods
Fourier-Laplacian eigenmodes for frequency domain analysis of graph and signal structures
spectral-gap-analyzer
Measures proof system health via Laplacian eigenvalue gap analysis.
sparc-methodology
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
sora
Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the bundled CLI (`scripts/sora.py`), including requests like \u201cgenerate AI video,\u201d \u201cSora,\u201d \u201cvideo remix,\u201d \u201cdownload video/thumbnail/spritesheet,\u201d and batch video generation; requires `OPENAI_API_KEY` and Sora API access.
p
World P Skill
otel-tracing
OpenTelemetry tracing for agent observations and SPI verification
social-engineering-audit
Assess social engineering attack surface in applications and organizations. Identifies pretexting vectors, OSINT exposure, phishing susceptibility in authentication flows, and human-factor vulnerabilities in security architecture. Use when auditing auth flows, help desk procedures, password reset mechanisms, or organizational security posture.
structured-decompositions-jl
Use when users ask about StructuredDecompositions.jl, structured decompositions,
superelastic-quotient
Superelastic 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.
svelte-components
Svelte component patterns. Use for web components, component libraries (Bits UI, Ark UI, Melt UI), form patterns, or third-party integration.
svelte-deployment
Svelte deployment guidance. Use for adapters, Vite config, pnpm setup, library authoring, PWA, or production builds.
svelte-runes
Svelte runes guidance. Use for reactive state, props, effects, or migration. Covers $state, $derived, $effect, $props, $bindable. Prevents reactivity mistakes.
svelte-template-directives
Svelte template directives ({@attach}, {@html}, {@render}, {@const}, {@debug}). Use for DOM manipulation, third-party libs, tooltips, canvas, dynamic HTML. @attach replaces use: actions.
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