Search PubChem database using SMILES strings to retrieve compound information and chemical properties.

Create a ai image prompt with structured process, quality checks, and system integration

Use when implementing a task - follow the plan, check ACs, track progress

Comprehensive pull request review using specialized agents

Monetization strategy for iOS/macOS apps. Covers readiness assessment, pricing model selection, tier structuring, free trial strategy, and implementation guidance. Use when deciding what to charge, how to price, or planning monetization end-to-end.

Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, component snippet merging, and registry discovery.

Designs high-performing team structures using organizational psychology AND creates new skills on-the-fly when team needs unmet expertise. Expert in team composition, personality balancing,

Step-by-step guide for adding new pages to the Yew frontend

Publication-ready figure conventions for empirical finance and economics. Covers matplotlib styling, color palettes, export settings, and common figure types (time series, decile bars, coefficient plots, event studies). Auto-apply when creating any figure, plot, or visualization.

State machine-based vector animation with runtime interactivity and web integration. Use this skill when creating interactive animations, state-driven UI, animated components with logic, or designer-created animations with runtime control. Triggers on tasks involving Rive, state machines, interactive vector animations, animation with input handling, ViewModel data binding, or React Rive integration. Alternative to Lottie for animations requiring state machines and two-way interactivity.

Run CPU and memory profiling with pprof to identify performance hotspots. Use when investigating high resource usage.

Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5. Use when building Angular standalone components, services, lazy-loaded routes, unit tests, or creating UI with TailwindCSS + daisyUI. Covers component scaffolding, UI/UX design, accessibility audits, and design systems.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

Implement offline-first mobile apps with local storage, sync strategies, and conflict resolution. Covers AsyncStorage, Realm, SQLite, and background sync patterns.

Update worklog files by moving tasks between todo/doing/done states. Use when recording task progress, starting new work, or marking tasks complete. Requires explicit arguments: worklog [done|doing|todo] [description].

How to run scenario tests against Gorlami fork RPCs (dry runs) before broadcasting live transactions. Covers config, seeding balances, runner flags, and safe script patterns.

Use when writing code that redirects users to a URL from request parameters,

Use after code changes, before releases, or when testing features - runs the right level of QA based on what changed

Réflexion stratégique sur un montage freelance SASU — optimisation rémunération, capitalisation, projection long terme. Se déclenche quand l'utilisateur parle de freelance, SASU, TJM, dividendes, IS, flat tax, PER, capitalisation, rente, retraite, patrimoine freelance.

Universal validation and knowledge capture. Detects what changed, runs governance gates, captures knowledge, verifies deployment. Works for any project.

Property-based testing with fast-check for business logic validation

Credential management and audit for API keys and secrets

Use for QUICK PR reviews with structured checklists (architecture, patterns, security, performance). Provides step-by-step review process, git diff commands, and review report templates. Best for pull request reviews and pre-commit checks. NOT for deep refactoring analysis (use code-review instead).

REST and GraphQL API testing with Playwright. Use when testing APIs, mocking endpoints, validating responses, or integrating API tests with E2E flows.

Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom). Use when building or extending SQL metadata/query extraction connectors.

Guide for using FFmpeg - a comprehensive multimedia framework for video/audio encoding, conversion, streaming, and filtering. Use when processing media files, converting formats, extracting audio, creating streams, applying filters, or optimizing video/audio quality.

Plan a project and generate PRD for execution. Creates prd.json + README.md with full HQ context awareness. Runtime-agnostic — executes identically in Claude Code and Codex. Adapts interview depth to brainstorm context if available.

'Use when schemas have changed and example JSON files need regeneration and validation'

Your approach to handling global security. Use this skill when working on files where global security comes into play.

'PR creation workflow, title format, description template, and quality gates'

Create isolated git worktree for parallel development in monorepos.

Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.

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Manages translation entries in Transloco JSON files. Use when adding, updating, or organizing i18n translation keys in Angular projects using Transloco.

Run the full orchestrator → developer → qa pipeline for a game implementation task. Use when the user asks to implement, add, or change something in the PICO-8 codebase.

Autonomous end-to-end execution skill. Use when the user gives a broad directive (improve, audit, fix, ship, polish) that should run from audit through deploy without check-ins. This skill codifies the loop-until-live pattern and the stop conditions.

Pre-commit checklist + context update — runs deterministic checks, updates PILOT.md and SESSION-CONTEXT.md. Does NOT commit.

Use when adding authentication to Android applications (Kotlin/Java) with Web Auth, biometric-protected credentials, and MFA - integrates com.auth0.android:auth0 SDK for native Android apps

Page type templates and frontmatter conventions for LLM Wiki pages. Reference skill loaded by ingest, query, and lint skills to ensure consistent wiki structure.

'[Skill Management] Fix the agent skill based on `logs.txt` file. Triggers on: fix skill logs, skill error, skill broken, skill not working.'

Sepolia Testnet Deployment — verifier deployment, batch submission, on-chain verification

Python development principles and decision-making. Framework selection,

React 19 and Next.js 16 performance optimization for the Arcanea platform. Use when writing, reviewing, or refactoring React components, data fetching logic, bundle optimization, or any frontend performance work. Triggers on: React components, Next.js pages, hooks, data fetching, bundle size, re-renders, Server Components, Client Components, hydration. Sourced from Vercel Engineering's official React best practices (57 rules, 8 categories) and adapted for the Arcanea stack.

Graph Operations — графы знаний, сущности и связи. ИСПОЛЬЗУЙ когда строишь граф знаний, ищешь по графу (LightRAG/GraphRAG), извлекаешь сущности, настраиваешь entity extraction, выбираешь режим поиска. Триггеры: 'граф знаний', 'сущности', 'связи', 'entities', 'LightRAG', 'GraphRAG', 'graph traversal', 'entity extraction', 'knowledge graph'. НЕ для векторного поиска (→ search-pipeline-debug).

Use when scanning code, skills, dependencies, or configurations for security vulnerabilities, threat modeling, secrets exposure, insecure defaults, auth issues, and hardening opportunities.

Deploy to production. Runs pre-deploy safety checks, pushes to trigger CI/CD, and monitors the deployment.

Audit SoulMap AI evals so datasets, assertions, source markers, and golden responses stay source-backed, failure-oriented, and hard to game.

Release management with versioning, stability assessment, changelog generation, and release gates. TRIGGER on: release, version, changelog, tag, cut release, release status, what version, stability, release gate.

Start work on a new PR — review context and propose a mid-level approach

Roll back a bad release to the previous known-good version (Marcus workflow)