SSH tunneling, port forwarding, and remote access patterns. Use when setting up local/remote/dynamic port forwards, configuring jump hosts, managing SSH keys, multiplexing connections, transferring files with scp/rsync, or debugging SSH connection issues.

Monitor STX stacking positions — status, PoX cycles, reward payouts, and delegation eligibility for autonomous agents.

Format values for display using the FormatStyle protocol and its concrete types. Use when formatting numbers (integers, floating-point, decimals), currencies, percentages, dates, date ranges, relative dates, durations (Duration.TimeFormatStyle, Duration.UnitsFormatStyle), measurements, person names (PersonNameComponents.FormatStyle), byte counts (ByteCountFormatStyle), lists (ListFormatStyle), and URLs (URL.FormatStyle). Also covers creating custom FormatStyle conformances and replacing legacy Formatter subclasses. FormatStyle is available iOS 15+; Duration styles require iOS 16+.

Technical spike and research investigation specialist. Use when exploring options for a technical decision, conducting timeboxed investigations, or evaluating technology choices.

Use this skill when using timers and time-based events in Phaser 4. Covers TimerEvent, delayed calls, looping timers, the Clock plugin, and time scaling. Triggers on: timer, delay, delayedCall, TimerEvent, Clock, time event.

Timeline estimation for a project, release, or initiative using three-point (PERT), analogous, parametric, and velocity-based techniques. Integrates with dependency-mapping for critical-path timelines. Produces optimistic / most-likely / pessimistic date ranges, schedule contingency, milestone plan, sensitivity against top duration drivers, and Mermaid Gantt + range diagrams with optional PNG export.

Aging biology, cellular senescence, and longevity research. Covers senescence markers (p16/CDKN2A, SASP, SA-beta-gal), aging hallmarks, senolytic drug discovery (dasatinib+quercetin, fisetin, navitoclax), epigenetic clocks, telomere biology, and longevity GWAS. Use for senescence-pathway analysis, age-related disease genetics, senolytic-target discovery, and centenarian-genetics queries. Distinguishes correlative vs causal evidence (knockout, intervention).

Translate free-text tumor descriptions to OncoTree codes and resolve cancer subtypes/tissue hierarchy. Cross-references UMLS/NCI vocabularies. Use for standardizing cancer-type nomenclature in EHR free-text, building cohorts in OncoKB or GDC, mapping tumor-board notes to ontology codes, and ensuring consistent terminology across cancer-genomics pipelines.

Gene-disease association analysis across DisGeNET, OpenTargets, Monarch, OMIM, GenCC, Orphanet. Cross-references multiple sources for evidence-graded association reports with concordance scoring (5/5 sources agree → strong, 1/5 → weak). Use for 'which diseases is gene X associated with' or 'which genes cause disease Y' queries with quantitative confidence.

Gene regulatory network analysis — TF-target inference (JASPAR motifs, ChIP-seq), motif scanning, eQTL integration, perturbation evidence (knockout/overexpression). Use for 'which TF regulates gene X', 'which genes does TF Y target', regulatory pathway reconstruction. Distinguishes direct (binding) vs indirect (co-expression) regulatory evidence.

KEGG-based disease-drug-variant network research. Connects diseases to causal genes, drugs to molecular targets, and variants to pathways using KEGG's editorially curated databases (KEGG Disease, Drug, Network, Variant, Pathway). Use for drug repurposing via shared pathways, mechanistic disease-gene-drug networks, and pathway-based target discovery. Distinguishes direct (binding) vs indirect (pathway co-membership) drug-target relationships.

Autonomous trend analysis combining quantitative and qualitative methods. Researches trends via web, produces PESTEL scans, trend classification (megatrend/trend/fad), impact assessment, weak signals, scenario sketches, and Mermaid diagrams with optional PNG export.

Conditional orders that auto-execute when price thresholds are met

Use this skill when animating properties over time in Phaser 4. Covers tweens, tween chains, easing functions, stagger, yoyo, repeat, callbacks, number tweens, and the TweenManager. Triggers on: tween, ease, animate, this.tweens.add, tween chain, stagger.

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.

Guide for strict TypeScript practices including avoiding any, using proper type annotations, and leveraging TypeScript's type system effectively. Use when working with TypeScript codebases that enforce strict type checking, when you need guidance on type safety patterns, or when encountering type errors. Activates for TypeScript type errors, strict mode violations, or general TypeScript best practices.

When the user wants to create or update their Unreal Engine project context document. Use when the user says 'project context,' 'set up context,' 'UE context,' 'configure project,' or wants to avoid repeating their project setup across UE development tasks. Creates `.agents/ue-project-context.md` that all other UE skills reference. See related skills footer for skills that depend on this context.

Pattern for subagents to request user input when AskUserQuestion is unavailable

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...

Valgrind profiler skill for memory error detection and cache profiling. Use when running Memcheck to find heap corruption, use-after-free, memory leaks, or uninitialised reads; or Cachegrind/Callgrind for cache simulation and function-level profiling. Activates on queries about valgrind, memcheck, heap leaks, use-after-free without sanitizers, cachegrind, callgrind, KCachegrind, or massif memory profiling.

Autonomous vision statement crafting using Golden Circle, Moore's Positioning, Working Backwards (PR/FAQ), and Product Vision Board. Multi-level alignment, quality scoring, and anti-vision positioning. Mermaid diagrams with optional PNG export.

Check if a marimo notebook is compatible with WebAssembly (WASM) and report any issues.

# Web Researcher Skill

Real-time communication with WebSockets, Server-Sent Events, and related technologies. Use when building chat, live updates, collaborative features, or any real-time functionality.

Entry point for ALL work requests - triages scope from trivial to massive, asks clarifying questions, and routes to appropriate planning skills. Use this when receiving any new work request.

Use when working in a Perl repo containing a dist.ini file, or when the user mentions dzil, Dist::Zilla, or @Author::* PluginBundles.

Git worktree automation for isolated feature development. Triggers on: '/worktree create', '/worktree list', '/worktree remove'. Creates isolated working directories with automatic setup.

Use when starting isolated feature work or before executing implementation plans. Manages full worktree lifecycle from creation through cleanup with safety checks and error recovery.

N-dimensional labeled arrays and datasets in Python. Built on top of NumPy and Dask. It introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, making data analysis in physical sciences more intuitive and less error-prone. Use for working with multi-dimensional scientific data, NetCDF/GRIB/Zarr files, climate/weather/oceanographic datasets, remote sensing, geospatial imaging, large out-of-memory datasets with Dask, and labeled array operations.

ZenStack access policies and enhanced Prisma ORM. Use when defining access control rules (@@allow/@@deny), integrating with tRPC, setting up auth(), or working with ZModel schemas.

Create ZPA client forwarding policy rules that control how traffic is routed from the Zscaler Client Connector. Supports actions: BYPASS (direct internet), INTERCEPT (route through ZPA), INTERCEPT_ACCESSIBLE (route only if reachable). Conditions support APP, APP_GROUP, SAML, SCIM, SCIM_GROUP, PLATFORM, COUNTRY_CODE, POSTURE, TRUSTED_NETWORK, and CLIENT_TYPE. Use when an administrator asks: 'Bypass ZPA for specific apps', 'Route traffic directly', or 'Create a forwarding exception.'

Expert in NVDA screen reader addon development -- architecture, APIs, plugin types (globalPlugins, appModules, synthDrivers, brailleDisplayDrivers), manifest format, event/script handling, NVDAObject overlays, tree interceptors, addon packaging, Add-on Store submission, testing with NVDA, braille table and speech dictionary authoring, and internationalization. Grounded in the official NVDA source code (github.com/nvaccess/nvda) and community development guides.

Explain solutions through the lens of discovery and conversation journey, emphasizing how insights emerged rather than exhaustive technical details. Use when explaining code changes, decision-making processes, problem-solving approaches, or any narrative that benefits from showing the "why" before the "what". Trigger with JOURNEY keyword.

This skill should be used when the user asks to "implement next feature", "implement manual", "continue implementation", "implement-manual", "pick up the plan", "implement from plan", or wants to implement the next undone item from a manual implementation plan file. Picks up a plan file created by the plan-manual skill and implements items one at a time.

Validates workflow YAML files to ensure structure and schema correctness.

This skill should be used when the user asks about "classic zimlet", "zimlet XML", "zimlet handler", "zimlet panels", "zimlet dialogs", "zimlet context menu", "zimlet keyboard shortcut", "com_zimbra zimlet", or mentions developing zimlets for Zimbra Classic Web Client. Covers XML-based zimlet development.

Push into adversarial focus mode — surface orthogonal observations, run three rounds of named adversarial analysis (pre-mortem, devil's advocate, falsification), drop narration. Use when work is experimental, when a solution "looks correct," or when pattern-matching might be masking the real problem.

Use when testing Pivot fingerprint correctness against a real pipeline, hunting for undetected code changes that cause stale cached outputs, or validating Change Detection Matrix claims against production code

Drive AgentOps in AGY: loop, plugins, memory, evidence, scoped worktrees. Triggers: agy, antigravity, agy plugin, AGY evidence.

Side role: find and correct bad signals, earn leaderboard points per Publisher-approved correction (max 3/day)

Set up alerting rules, configure on-call rotations, and manage incident response workflows. Integrate with PagerDuty, Opsgenie, or Grafana OnCall for alert routing and escalation. Use when implementing alerting strategies and on-call management for production systems.

Performs deep structured analysis on complex or ambiguous problems. Activates when problems are unclear, have multiple perspectives, or require careful thinking before proceeding. Uses ultrathink methodology for systematic exploration of problem space.

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app screenshots, app preview, play store listing. Triggers: app store screenshots, aso, app store optimization, play store screenshots, app preview, app listing, ios screenshots, android screenshots, app store images, app mockup, device mockup, app gallery, store listing

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app screenshots, app preview, play store listing. Triggers: app store screenshots, aso, app store optimization, play store screenshots, app preview, app listing, ios screenshots, android screenshots, app store images, app mockup, device mockup, app gallery, store listing

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app screenshots, app preview, play store listing. Triggers: app store screenshots, aso, app store optimization, play store screenshots, app preview, app listing, ios screenshots, android screenshots, app store images, app mockup, device mockup, app gallery, store listing

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app screenshots, app preview, play store listing. Triggers: app store screenshots, aso, app store optimization, play store screenshots, app preview, app listing, ios screenshots, android screenshots, app store images, app mockup, device mockup, app gallery, store listing

Identify and challenge implicit assumptions in plans, proposals, and technical decisions. Use when strategic-cto-mentor needs to surface hidden assumptions and wishful thinking before they become costly mistakes.

Python asyncio and concurrent programming patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues.

Create MicroPython applications for Universe 2025 (Tufty) Badge including display graphics, button handling, and MonaOS app structure. Use when building badge apps, creating interactive displays, or developing MicroPython programs.

Flexible AI-assisted brainstorming for any creative challenge

Internal skill. Use cc10x-router for all development tasks.

Playwright-based browser automation patterns for autonomous web interaction

Automate browser interactions and web testing. Provides scriptable browser control for web scraping, testing, and automation.

Analyzes JavaScript bundle sizes, identifies large dependencies, and suggests optimizations for webpack, vite, rollup. Use when user asks to "analyze bundle", "optimize bundle size", "reduce bundle", "webpack analysis", or "tree shaking".

This skill should be used when the user asks to "create a character", "update a character", "add a character", "build a family tree", "character relationships", "character timeline", "character arc", "character profile", or needs to manage characters in a story project.

A Python package useful for chemistry (mainly physical/analytical/inorganic chemistry). Features include balancing chemical reactions, chemical kinetics (ODE integration), chemical equilibria, ionic strength calculations, and unit handling. Use when working with chemical equations, reaction balancing, kinetic modeling, equilibrium calculations, speciation, pH calculations, ionic strength, activity coefficients, or chemical formula parsing.

Use this skill to write shell scripts or run shell commands to automate tasks in the browser or otherwise use Chrome DevTools via CLI.

Release automation for Claw skills and website. Guides through version bumping, tagging, and release verification.

Produce the Part 5 Client Validation Document — the one true stop where unbiased v1 findings meet the client. Each finding gets ACCEPT/REJECT/EDIT/DEFER decision.

Generate a PR title and description, then commit, create/update the PR on approval

Analyzes project bounded contexts, extracts business rules and domain knowledge, writes ai-context/features/<context>.md files, and produces a teach-report.md with documentation coverage metrics. Trigger: /codebase-teach, teach codebase, extract domain knowledge, update feature docs.

Deep-dive usability evaluation of specific user tasks. Simulates novice user cognition step-by-step to identify learnability issues, unclear actions, and points of confusion.

Autonomous competitive analysis using SWOT, Porter's Five Forces, TOWS matrix, and strategic action plan. Researches industry and competitor data itself via web tools. Produces Mermaid diagrams with optional PNG export.

This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis.

Capture this solution NOW — use immediately after solving non-trivial problems, completing debugging sessions, or when the user confirms something works ("that worked", "it's fixed", "finally"). Do NOT wait to be asked — if a debugging session just ended successfully, proactively invoke this. Also trigger on: "document this solution", "capture this pattern", "save this for next time", "we should remember this". Saves structured YAML-frontmatter files for grep-based retrieval. Not for searching — use compound-retrieve for that.

Execute epics through waves.

This skill should be used when the user asks to manage scheduled notifications - "add a cron job", "schedule a reminder", "list schedules", "enable/disable/remove a schedule", "set up a notification", or anything involving the cron plugin. Single unified interactive entry point.

Privacy-focused data flow diagramming. Maps sources, flows, processors, storage, cross-border transfers, retention, and deletion for personal data. Classifies data categories, assigns GDPR legal basis per flow, flags high-risk points, and produces a Mermaid data flow diagram plus RoPA-style register. Feeds DPIA work.

Natural language database queries with multi-database support, query optimization, and visual results

Natural language database queries with multi-database support, query optimization, and visual results

Schema awareness - read before coding, type generation, prevent column errors

# Vault Daydream Skill

Asks targeted clarification questions based on codebase exploration findings.

Generate a themed weekly digest from Obsidian ReadItLater bookmarks. Use this skill when the user runs /readitlater-digest:digest or asks to process bookmarks, create a reading digest, summarize saved articles, or consolidate ReadItLater files. Also trigger on cron/loop invocations targeting bookmark processing.

Synthesize structured directives and command specifications. Creates executable instruction sets with proper syntax and parameter definitions.

Reviewing C# for logic issues. Anti-patterns, common pitfalls, async misuse, DI mistakes.

Choosing documentation tooling. Starlight, Docusaurus, DocFX decision tree, migration paths.

Doing file I/O. FileStream, RandomAccess, FileSystemWatcher, MemoryMappedFile, paths.

Consuming HTTP APIs. IHttpClientFactory, typed/named clients, resilience, DelegatingHandlers.

Localizing .NET apps. .resx resources, IStringLocalizer, source generators, pluralization, RTL.

Packaging MSIX apps. Creation, signing, Store submission, App Installer sideload, auto-update.

Calling native libraries via P/Invoke. LibraryImport, marshalling, cross-platform resolution.

Diagnosing .NET performance issues. dotnet-counters, dotnet-trace, dotnet-dump, flame graphs.

Managing .NET release lifecycle. NBGV versioning, SemVer, changelogs, pre-release, branching.

Orienting in a .NET solution. Entry points, .sln/.slnx files, dependency graphs, config.

Building rich console output. Spectre.Console: tables, trees, progress, prompts, live displays.

Upgrading .NET to a newer TFM. LTS-to-LTS, staged through STS, preview, upgrade paths.

Migration-first database development workflow using Drizzle ORM for TypeScript/J...

Provide expert guidance on Shopify e-commerce platform. Advises on store setup, products, customization, and optimization.

Empathy mapping for a persona or user segment across 6 quadrants (Think & Feel / See / Hear / Say & Do / Pains / Gains — Dave Gray updated) or classic 4-quadrant (Says / Thinks / Does / Feels). Synthesis mode extracts from research; autonomous mode infers with labeled assumptions. Produces key insights, pain/gain highlights, evidence traceability, and Mermaid diagrams with optional PNG export.

Proven architectural patterns for building scalable Angular applications in enterprise environments with large teams

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.