AI Skills Directory

Root cause analysis on production LLM traces. Diagnoses why an LLM application is failing — works from eval judge verdicts, runtime errors, or structural anomalies depending on what signals are…

Create fables that embody paradoxical wisdom without resolving into simple morals. Use when exploring tensions that can't be resolved, when you need narrative forms that bypass analytical defenses, or…

Monitor and investigate EU DORA compliance posture using Dynatrace Compliance Assistant. Covers compliance score, CIF health, incident lifecycle, and ICT risk inputs (vulnerabilities, security…

Run GitHub Actions locally with act. Use when a user asks to test GitHub Actions workflows locally, debug CI pipelines without pushing, or run workflows offline.

Build comprehensive AI-native brand asset systems that maintain consistency across all AI-generated content. Train AI tools on brand guidelines, create reusable prompt libraries, and manage…

Protocol for tracking files immediately after agent creation

Build, sign, and package Android apps with Gradle before uploading to Google Play. Use when asked to create an APK or AAB, configure signing, or set up build pipelines.

Master the essential audio post-production techniques—normalization, compression, EQ, and noise reduction—using the correct processing order to achieve professional-quality audio. Use when: Editing…

Fullstack development toolkit with project scaffolding for Next.js/FastAPI/MERN/Django stacks and code quality analysis. Use when scaffolding new projects, analyzing codebase quality, or implementing…

Use this skill when a PR diff contains changes to dependency manifest files (package.json, .csproj, Cargo.toml, go.mod, requirements.txt, etc.) or when reviewing Renovate/Dependabot bot PRs. Evaluates…

Design safe queue consumers and retries. Use when a mid-level developer needs reliable background processing.

3D Game Development workflow skill. Use this skill when the user needs 3D game development principles. Rendering, shaders, physics, cameras and the operator should preserve the upstream workflow,…

Audit PHP web application source for critical vulnerabilities using PHP's specific sink and footgun catalog — object injection via unserialize and phar:// POP chains, type-juggling and magic-hash auth…

Find duplicate ownership, hidden second sources of truth, and contract drift in layered codebases. Use when reviewing normalization, validation, defaulting, canonicalization, persistence mapping,…

Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.

Solana vault management via GLAM Protocol. Triggers: glam, glam-cli, glam-sdk, vault create/manage, tokenized vault, share class, DeFi vault, treasury, asset management, access control, delegate…

Review a completed session to extract actionable improvements. Identifies DX friction, documentation gaps, architectural confusion, anti-patterns, process failures, and skill/config improvements. Uses…

Perform exhaustive analysis of a critical IOC. Use when an IOC needs Tier 2+ investigation beyond basic enrichment - includes GTI pivoting, deep SIEM searches, correlation with related entities, and…

컨텍스트 윈도우 관리 및 토큰 최적화 가이드. Triggers on: 컨텍스트, 토큰, compact, 메모리 관리. NOT for: 코드 작성, 디버깅.

Explore GitLab repositories using glab CLI and git commands. Use when user asks to: clone repositories, search projects or code in GitLab, view merge requests, explore project structure, check CI/CD…

Convert an existing React component into a Webflow Code Component. Analyzes TypeScript props, maps to Webflow prop types, generates the .webflow.tsx definition file, and identifies required…

Build a regression + eval harness for AI-written code and AI features. Generates characterization tests that lock current behavior before a refactor, scaffolds a Promptfoo eval suite for…

Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data…

Applies the house explanation style: concrete terms, optional analogy, no minimizers or promotional vocabulary, and verbatim technical identifiers. Use when asked for "ELI5", "plain English",…

Implement custom GLSL or TSL materials in React Three Fiber, including uniforms and vertex deformation. Use for shader code and shader debugging, rather than ordinary PBR settings or composer effects.

Usar para modelar amenazas con metodología STRIDE. También: análisis de amenazas, STRIDE, superficie de ataque, vectores de ataque, modelado de amenazas.

Guide for writing GraphQL operations (queries, mutations, fragments) following best practices. Use this skill when: (1) writing GraphQL queries or mutations, (2) organizing operations with fragments,…

Neo4j Java Driver v6 — driver lifecycle, Maven/Gradle setup, executableQuery, executeRead/Write managed transactions, explicit transactions, async/reactive patterns, error handling, data type mapping,…

Background knowledge for droid-control workflows -- not invoked directly. Video assembly via Remotion — title cards, layout, transitions, effects, and showcase polish.

Implement, fix, debug, review, or refactor Flutter networking code for HTTP/REST APIs, WebSocket realtime flows, authentication and token refresh, request headers, timeouts, retries, JSON parsing,…

Turn on CometChat Dashboard extensions in an Android v6 app — stickers, polls, collaborative whiteboard and document, message translation, link preview, thumbnail generation, message shortcuts — and…

Use this skill for small, careful remote manipulations where dexterity matters more than force.

Mandatory analysis workflow for understanding codebase before changes

Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to…

Local chanfana documentation reference (latest). Chanfana documentation. Use for OpenAPI 3/3.1 schema generation and validation with Hono, itty-router, and Cloudflare Workers.

TanStack Query v5 data fetching patterns including useSuspenseQuery, useQuery, mutations, cache management, and API service integration. Use when fetching data, managing server state, or working with…

Generate QR codes with clean URLs, optional UTM parameters, captions, and print-safe exports. Use for single codes or batch campaign generation.

Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.

CFO (Warren Buffett)｜需要预算与滚动预测、单位经济与定价证据、资本配置取舍、财务控制或成本优化时调用。 不适用：合同条款与合规判断、销售与客户关系推进、产品范围取舍，或需要实际付款、过账与税务申报操作。

Parses and analyzes PHP application logs in PSR-3/Monolog, Laravel, Symfony, and plain error_log formats. Extracts exceptions, stack traces, request context, error frequency, and correlates related…

OAuth 2.0, JWT, SSO, MFA, NextAuth/Clerk/Supabase Auth implementation patterns

Investigate a topic with Grok 4.1 via OpenRouter and generate a Markdown report with a timeline, verifiable claims, and sources (web/X). Use it when the user says “investiga…”, “haz research…”,…

The single source of truth for how TFW commands survey their runtime, choose an execution mode (teams / subagents / sequential), route models, and run the TOH LOOP — the autonomous plan-execute-verify…

SvelteKit structure guidance. Use for routing, layouts, error handling, SSR, or svelte:boundary. Covers file naming, nested layouts, error boundaries, pending UI, and hydration.

Configure, review, or troubleshoot Rspack builds, including loaders, CSS, assets, type checking, bundle optimization, and profiling.

キャリアポートフォリオの管理、運賃交渉、キャリアパフォーマンスの追跡、貨物割り当て、戦略的なキャリア関係の維持のための成文化された専門知識。15年以上の経験を持つ輸送マネージャーに情報。スコアカーディングフレームワーク、RFPプロセス、市場情報、コンプライアンス調査を含みます。キャリアの管理、料金交渉、キャリアパフォーマンスの評価、または運賃戦略の構築を行うときに使用します。

Ruby on Rails architecture and coding patterns from Basecamp. Use when writing, reviewing, or refactoring Rails code to follow proven conventions for models, controllers, jobs, and concerns. Triggers…

Beehiiv's UI design system. Use when building interfaces inspired by Beehiiv's aesthetic - light mode, Inter font, 4px grid.

Systematically review pull requests, feature implementations, and code changes to ensure quality, maintainability, security, and adherence to best practices. Use when reviewing code before merging,…

Expert guidance for Google Ads Script development including AdsApp API, campaign management, ad groups, keywords, bidding strategies, performance reporting, budget management, automated rules, and…