Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.

Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.

Manage time effectively as a solopreneur to maximize productivity and avoid burnout. Use when struggling with focus, feeling overwhelmed, context-switching too much, or wanting to optimize daily routines. Covers time-blocking, deep work, energy management, distraction elimination, and sustainable productivity systems. Trigger on "time management", "productivity", "focus", "get more done", "manage my time", "deep work", "avoid burnout", "daily routine".

Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis, development journey, or full project report.

Operate a tirith setup — the terminal command analyzer guarding against homograph URLs, ANSI injection, and pipe-to-shell exploits. Use when editing ~/.config/tirith/policy.yaml, debugging a blocked command, choosing between allowlist / tirith run / TIRITH=0 bypass, or verifying with tirith doctor.

Modern SwiftUI toolbar patterns including customizable toolbars, search integration, transition effects, and platform-specific behavior. Use when implementing or customizing toolbars in SwiftUI.

Use this skill when the user is a domain expert (lawyer, doctor, contractor, accountant, etc.) who wants to turn their professional knowledge into a software product. Also use when the user says 'I have an idea for my industry,' 'I know this problem exists,' 'I want to build something for [profession],' or is struggling to describe what they want the software to do. Helps identify which professional pain is worth building for, then translates it into requirements AI tools can execute.

Extracts hardcoded strings from code and converts them to translation keys for i18n. Use when user asks to "extract translations", "find hardcoded strings", "internationalize code", "setup i18n", or "create translation files".

Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.

Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, and performance issues. Use when the user has an S3 file system that is not mounting, returning access denied, not syncing changes to S3, showing files in lost+found, or performing slower than expected.

Implement MFA login providers for Umbraco backoffice using official docs

Implement custom picker data sources for property editors in Umbraco backoffice

Implement drag-and-drop sorting with UmbSorterController in Umbraco backoffice

Use when implementing language-agnostic patterns like layered architecture, dependency injection, error handling, or code organization principles across any technology stack.

Using Codex CLI (`codex exec`) for testing and automation. Focus on gpt-5-codex with different reasoning efforts, web search, streaming, and multi-turn conversations.

Use when starting feature work that needs isolation from current workspace, or before executing implementation plans in a separate branch

Implements XAML behaviors and triggers using Microsoft.Xaml.Behaviors.Wpf. Use when adding interactivity to XAML without code-behind, implementing EventToCommand patterns, or creating reusable behaviors.

A valid skill used for testing frontmatter validation. Do NOT use for production workflows.

Verify marketing claims. Use when: cross-checking statistics, awards, certifications, or performance claims with sources.

Search VHS Berlin courses using natural language. Converts queries like 'Find A2 German evening courses in Neukölln' into structured VHS searches, extracts results, and presents them in a clean format. Use when the user wants to find specific VHS Berlin courses.

Produce a WBS — hierarchical deliverable-oriented decomposition (100% rule, 8/80 sizing), WBS dictionary entries, milestones, intra-WBS dependencies, numbering. Not a schedule.

Use this skill at the start of any non-trivial work in a project that uses the requirements-framework. It maps the current phase to the single next command to run. Triggers on "what next", "where am I", "/req", or when the user is uncertain what workflow to use.

Main conductor for unified workflow - orchestrates workflow stages

Guide for debugging and troubleshooting Zig programs. Use when diagnosing compiler errors, runtime panics, memory issues, build failures, or common Zig pitfalls.

Zod v4 schema definition patterns with the Type Inference Chain for absolute type safety. PROACTIVELY activate for: (1) defining Zod schemas as single source of truth, (2) using z.infer for type generation, (3) implementing safe parsing with safeParse. Triggers: "zod", "schema", "z.infer"

End-to-end onboarding of a new application in Zscaler Private Access. Walks through the complete dependency chain: (1) App connector group, (2) Server group, (3) Segment group, (4) Application segment with domain names and ports, (5) Access policy rule to grant user/group access. Use when an administrator needs to make an internal application accessible through ZPA.

Slice pattern for organizing large Zustand stores with separation of concerns. PROACTIVELY activate for: (1) splitting large stores into feature slices, (2) composing multiple slices into a root store, (3) implementing cross-slice actions. Triggers: "zustand slice", "large store", "modular state"

Zustand v5 store creation with curried function syntax and TypeScript typing patterns. PROACTIVELY activate for: (1) creating typed Zustand stores with v5 syntax, (2) integrating persist and devtools middleware, (3) using useShallow for performance. Triggers: "zustand", "create store", "global state"

This skill should be used when the user asks about "background jobs", "Active Job", "perform_later", "perform_now", "queue adapters", "job retries", "job callbacks", "async tasks", "scheduled jobs", "job queues", or needs guidance on background processing in Rails applications.

This skill guides users in setting up a robust affiliate onboarding system. It covers welcome sequences, swipe file creation, training curriculum, compliance guidelines, resource library setup, first promotion guidance, and communication templates to transform new affiliates into high-performing partners.

Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow. Use when making technical decisions, detecting code smells, or performing quality assurance.

AI governance policy creation for nonprofits and enterprises with frameworks, risk assessment, ethical guidelines, and compliance templates. Use when drafting AI usage policies, responsible AI frameworks, or organizational AI governance documents.

LaTeX amsmath/amssymb/mathtools packages for mathematical typesetting. Use when helping users write equations, align math, use mathematical symbols, matrices, theorems, or any advanced math formatting.

Analyze application logs from the .evlog/logs/ directory. Use when debugging errors, investigating slow requests, understanding request patterns, or answering questions about application behavior. Reads structured NDJSON wide events written by evlog's file system drain.

Scans transactions for fraud and anomaly signals — duplicate charges within 48 hours, transactions more than 3 standard deviations above a merchant's historical average, first-ever transaction with a new merchant above a high-dollar threshold, and unusual geography or time. Produces severity-tagged alerts with the transaction id, evidence, and a recommended action (call bank, freeze card, dispute, monitor). Use for vigilance scans on every drop, after any large unexplained outflow, or when user mentions fraud check, suspicious charge, anomaly detection, or duplicate charge.

Optimize Apple App Store metadata in store.config.json for ASO (App Store Optimization). Use when working with store.config.json, App Store keywords, titles, subtitles, descriptions, or localizing app metadata. Helps maximize app visibility and downloads.

Maintain and update architecture documentation in docs/architecture/. Uses tool-based inspection first, falling back to CLI only when needed.

Create analytical archival summaries of AI conversations, capturing intellectual journeys, key insights, and technical logs. Use when archiving, saving, or documenting a chat session.

Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.

Create a shared ServiceDefaults project for Aspire applications. Centralizes OpenTelemetry, health checks, resilience, and service discovery configuration across all services. Use when building Aspire-based distributed applications, needing consistent observability across services, or configuring HttpClient resilience and service discovery.

Analyze coding sessions to detect corrections and preferences, then propose targeted improvements to Skills used in the session. Use this skill when the user asks to "learn from this session", "update skills", or "remember this pattern". Extracts durable preferences and codifies them into the appropriate skill files.

Use when the user wants to triage a CORPUS of production crashes/hangs from an aggregator (Sentry, App Store Connect) — grouped, counted issues — rather than a single crash file.

Run and monitor jobs on B2C Commerce instances using the b2c CLI, including site archive import/export and search indexing. Use this skill whenever the user needs to trigger a job, import a site archive, export site data, rebuild search indexes, check job status, or troubleshoot failed job executions — even if they just say "import this folder" or "rebuild the search index".

Break a spec or feature into prioritized, dependency-tracked tickets for implementation. Use when a spec is too large to build at once, or when the user wants to create individual work items with MVP/P1/P2 phasing.

Hardware integration for Badger 2350 including GPIO, I2C sensors, SPI devices, and electronic components. Use when connecting external hardware, working with sensors, controlling LEDs, reading buttons, or interfacing with I2C/SPI devices on Badger 2350.

Expert in barrel file generation and import organization. Use when user creates index.ts/tsx files, needs clean import paths, wants to organize exports, or mentions barrel files. Examples - "create barrel files", "generate index exports", "organize imports", "I created a new index.ts", "clean up barrel files", "update barrel exports".

Frappe Bench CLI command reference for site management, app management, development, and production operations. Use when running bench commands, managing sites, migrations, builds, or deployments.

Configure multi-tenant organizations, manage members and invitations, define custom roles and permissions, set up teams, and implement RBAC using Better Auth's organization plugin. Use when users need org setup, team management, member roles, access control, or the Better Auth organization plugin.

Create Blueprint structure from existing repo. Run multiple times to refine.

Initialize AgentOps project files.

Legal concepts for Box-based legal workflows — risk rating frameworks, human-in-the-loop requirements, confidentiality principles, Box AI governance, collaboration roles, metadata strategy, and common workflow patterns. Referenced by box-legal-workflows-ma, box-legal-workflows-intake, and box-legal-workflows-contract skills.

Generate 2-4 distinct approaches with trade-off analysis across simplicity, flexibility, performance, effort, and risk, driving collaborative decision-making before implementation. Use when evaluating alternatives before committing to an implementation strategy. Proactively suggest when the team defaults to the first idea without exploring competitors.

Enforce pristine interrupt/syscall paths with no logging, diagnostics, or heavy operations. Use when developing interrupt handlers, syscall entry/exit, context switches, or timer code.

Guided configuration generator for the browse CLI's camoufox integration. Asks the user questions to build a browse.json camoufox section or a named profile JSON file for stealth, fast-scraping, Google-safe, or custom setups.

This skill should be used when the user asks about "Bundler", "Gemfile", "Gemfile.lock", "bundle install", "bundle update", "bundle exec", "dependency management", "gem versions", "gem groups", "bundle add", "gem sources", or needs guidance on managing Ruby dependencies.

Generate templated responses for common legal inquiries and identify when situations require individualized attention. Use when responding to routine legal questions — data subject requests, vendor inquiries, NDA requests, discovery holds — or when managing response templates.

Complete guide to implementing deep links and universal links in Capacitor apps. Covers iOS Universal Links, Android App Links, custom URL schemes, and navigation handling. Use this skill when users need to open their app from links.

Financing round history for a company — each priced round with its date, share class issued, price per share, total cash raised, and the investors who participated. Covers what was raised and from whom across the company's funding history.

Create case studies and success stories. Use when: client results showcase, portfolio piece, testimonial-based proof points.

Generates changelogs and release notes from git commits, PR titles, and issue references. Organizes changes by impact type (breaking, features, fixes, improvements), formats according to Keep a Changelog standard, and provides version tagging and semantic versioning suggestions. Use when users request "create changelog", "write release notes", "document version changes", or "prepare release".

Real-time chat room for AI agents. Humans watch, agents speak.

Analyze GitHub repository to extract methodology and generate the Methods section. Fourth step of writer workflow. Requires scope.md and cloned code/ repository.

Trace code execution path before implementing fixes. Forces understanding of fn(args, deps) flows, Result types, and workflow composition. Prevents guessing by requiring file:line references and execution diagrams.

Deep codebase context analysis like Greptile. Analyzes blast radius of changes, dependency graphs, and architectural consistency. Use when reviewing changes to core utilities, shared libraries, or database models.

Analyze code for logic bugs, error handling issues, and edge cases. Detects off-by-one errors, null handling, race conditions, and incorrect error paths. Use when reviewing core business logic or complex algorithms.

Create, inspect, or repair Codex app Local Environment configuration for worktrees, including .codex/environments/environment.toml, setup and cleanup scripts, worktree up/down scripts, copied env files, isolated databases, and reusable app actions.

Prepare datasets and configure LoRA training for character consistency. Covers FLUX (AI-Toolkit, SimpleTuner, FluxGym) and SDXL (Kohya_ss) training with step-by-step guidance. Use when training custom character LoRAs.

Create well-formatted commits with conventional commit messages and emoji

Perform a deep competitive analysis for a solopreneur business. Use when mapping competitors in detail, finding exploitable gaps, understanding competitor strategy, benchmarking your own offering, or deciding how to position against the field. Goes deeper than the broad landscape mapping in market-research — this is focused dissection of specific competitors. Trigger on "analyze my competitors", "competitive analysis", "who are my competitors", "competitor deep-dive", "how do I beat the competition", "competitive landscape", "benchmark against competitors".

Guide to using Convex components for feature encapsulation. Learn about sibling components, creating your own, and when to use components vs monolithic code.

Capture learnings (problems, decisions, gotchas) from sessions to make future agents more effective

Propose improvements to upstream RAE repository

Update, archive, and delete LaunchDarkly configs and their variations. Use when you need to modify config properties, change model parameters, update instructions or messages, archive unused configs, or permanently remove them.

Manage application configuration across environments with layered config loading, environment variables, secrets management, and validation. Covers 12-factor app patterns and config file formats. Triggers on configuration management, environment variables, or settings architecture requests.

Capture and categorize all console output with stack traces, source attribution, frequency deduplication, and temporal grouping. Uses CDP Runtime and Log domains for browser-level entries and unhandled exceptions.

Infrastructure and development cost estimation for technical projects. Use when planning budgets, evaluating build vs buy decisions, or projecting TCO for architecture choices.

Create a new technical standard directory with three-tier structure (meta.md, scan.md, write.md, rules/) from templates. Use when establishing new coding standards, documenting technical requirements, or creating compliance guidelines.

Creates browser-executable JavaScript bookmarklets with strict formatting requirements. Use when users mention bookmarklets, browser utilities, dragging code to bookmarks bar, or need JavaScript that runs when clicked in the browser toolbar.

Creates WPF graphics dynamically in C# code using Shape, PathGeometry, and PathFigure classes. Use when building charts, diagrams, or procedurally generated graphics.

Master coordinator for all creative skills. Use this skill to orchestrate asset generation, manage workflows, and automate creative production. Integrates with nanobanana pro automation system.

Runs the daily startup ritual for the Obsidian vault — creates today's periodic notes, surfaces carry-forward items, checks inbox, and sets the day's focus. Make sure to use this skill whenever the user says "start my day", "daily startup", "morning routine", "what's my focus today", "set up today's note", or runs /daily. A 5-minute structured startup beats 30 minutes of reactive context-switching.

Entrypoint structure, exit codes, cross-platform scripts. Use when building command line utilities, scripts, or applications.

Build Dart command-line applications with proper entrypoint structure, exit codes, and cross-platform scripting. Use when creating CLI utilities, automation scripts, or standalone Dart executables.

Teaches the data provider pattern using renderless components and scoped slots. Use when you need to abstract data fetching or state management logic and expose it to child components via slots.

This skill provides Drizzle ORM patterns and database conventions for the fitness app. Use when creating queries, implementing RLS policies, or working with database schemas.

Interactive debate and argument practice with structured feedback, counterargument generation, logical fallacy identification, and scoring rubrics. Use when preparing for debates, improving persuasion skills, or practicing argumentation.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

Conduct deep adaptive interviews to extract and organize knowledge into structured files and folders. Use when user says "interview me about X", "deep interview", "extract my knowledge", "build knowledge base from interview", "ask me questions about X", or wants to systematically capture expertise on any topic through guided questioning.

Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.

Use when starting any Deno project, choosing packages, configuring deno.json, or running CLI commands. Provides foundational knowledge for building modern Deno applications.

Dependency version alignment and conflict resolution for parallel development. Use when extracting dependencies from Tech Specs to ensure version compatibility with existing project dependencies and transitive dependencies.

Pre-deployment validation checklist and automated readiness assessment.

Create dense execution packets.