memory-safety-patterns covers raii, ownership models, and smart pointers across rust, c++, and c. provides concrete code examples for preventing use-after-free, leaks, and data races, with language-specific patterns and debugging tools.

portfolio-manager integrates alpaca mcp server to fetch live holdings and perform multi-dimensional analysis covering asset allocation, diversification, risk metrics, individual positions, and rebalancing. generates detailed reports with actionable recommendations.

google-workspace-cli provides cli-driven automation for gmail, drive, sheets, calendar and admin tasks via the gws tool. covers installation, oauth and service account auth, and includes 43 recipes, a workspace security audit script, and persona-based workflow bundles.

slack-workflows provides templated automation for standup collection, expense approvals, onboarding, incident response, and crm-to-slack syncs. covers trigger routing, multi-step procedures, and cross-platform integrations via n8n.

create-agent scaffolds a modular ai agent using openrouter sdk with event-driven hooks, optional ink tui, and streaming items-based architecture. suitable for standalone or embedded deployment.

databricks-apps covers building and deploying apps on the databricks platform using appkit or other frameworks, with detailed scaffolding workflows, data access routing, and lakebase integration for stateful applications.

log-analysis provides grep and awk patterns for extracting errors, performance metrics, and security anomalies from application and system logs. covers common attack signatures and time-based aggregation but lacks automation guidance.

ocr-super-surya provides gpu-accelerated text extraction from images and pdfs via pytorch-based surya, supporting 90+ languages with documented setup for windows and common failure modes.

tailwind-css covers utility-first css framework setup, responsive design patterns, dark mode implementation, custom utilities and plugins, with reference material for layout, typography, and framework integration. primarily a reference guide rather than an actionable skill.

wechat-article-extractor parses mp.weixin.qq.com urls to retrieve article metadata, account info, and html content with support for multiple article types and 16 error conditions including rate limits and deleted content.

getnote-search enables semantic search across notes or knowledge bases via CLI, returning ranked results with relevance scores and supporting JSON output for programmatic parsing.

official-document-writing guides chinese government document composition per gb/t 9704-2012, covering templates, format rules, language norms, and quality checklists across six common document types including requests, notices, and meeting minutes.

ghost-scan-deps orchestrates software composition analysis by spawning subagents to discover lockfiles, scan for vulnerabilities with wraith, analyze exploitability, and generate findings reports.

ios-design-guidelines aggregates apple's hig into 100+ rules across 10 areas (layout, navigation, typography, color, accessibility, gestures, components, patterns, privacy, integration) with swiftui and uikit code examples and anti-patterns.

desktop-control provides granular command-line access to mouse, keyboard, screen capture, and application management via a uvx CLI. covers cross-platform automation workflows with json output but lacks explicit handling of timing race conditions and OCR reliability issues.

ln-631-test-business-logic-auditor detects and flags tests that validate framework or library behavior rather than custom product logic. it uses two-layer detection to distinguish framework integration tests from pure platform behavior assertions, emitting deletion or rewrite recommendations with effort estimates.

mobile-touch covers gesture animation, haptic feedback, and native motion design across iOS and Android using Disney principles. includes timing budgets, platform-specific code, and easing guidance.

coding-standards collects typescript, javascript, react and node.js best practices organized by domain (naming, error handling, api design, testing). provides code examples of good and bad patterns but lacks procedural guidance on adoption and enforcement.

flutter-add-integration-test guides setup of flutter driver extensions, interactive widget exploration via mcp, and test authoring using both widgettester and legacy flutter-driver apis. covers execution paths for chrome, android, and firebase test lab with a feedback loop for debugging common failures.

hono-cloudflare covers workers bindings, kv storage, d1 queries, r2 uploads, durable objects, queues, and pages deployment with typed examples and wrangler configuration patterns.

gsap-react covers useGSAP hook patterns for React animation, emphasizing scoped selectors, automatic cleanup on unmount, and server-side rendering safety for Next.js.

orchestrates three-phase testing (diagnostics, parallel unit/integration, sequential e2e) with type-checking pre-flight and scope flexibility for feature-level or full-suite validation.

requirements-clarity guides users through systematic clarification of ambiguous specs using a 100-point scoring rubric, iterating via focused questions until achieving ≥90 clarity before generating a structured prd.

find-bugs guides systematic security review of branch changes through diff analysis, attack surface mapping, and a comprehensive checklist covering injection, xss, auth, crypto, and business logic flaws. structured but requires human judgment on verification.

ln-114-frontend-docs-creator generates design_guidelines.md with wcag 2.1 compliance and design system documentation when a frontend framework is detected. runs conditionally downstream of the project coordinator, consuming context store and validating output against a docs quality contract.

pytest-patterns provides extensive coverage of pytest fundamentals including fixtures, parametrization, mocking, test organization, and coverage measurement. strong reference material but lacks explicit guidance on failure recovery and testing complexity at scale.

css-animation-creator supplies timing guidelines, easing functions, and a library of 30+ production-ready keyframe animations (fade, scale, bounce, spin, slide, loading states). covers transitions, tailwind integration, and micro-interactions with working code samples.

character-design-sheet provides techniques for maintaining visual consistency across ai-generated character images, covering turnaround views, expression sheets, LoRA training, and detailed description anchors. focuses on practical workflows via the belt CLI.

product-brainstorming teaches structured thinking partnership for problem exploration, ideation, and assumption testing. it provides multiple frameworks and session patterns to push product thinking deeper rather than deliver finished ideas.

frontend-design provides concrete aesthetic philosophies (Rams, Swiss, Japanese, Brutalist, Scandinavian, Art Deco, Memphis, Editorial) paired with implementation checklists for codebase exploration, typography pairing, color strategy, and mobile-first composition. emphasizes context-driven design decisions over generic patterns.

chunking-strategy provides tiered approaches (fixed-size, recursive, structure-aware, semantic, advanced) for splitting documents in rag systems, with validation commands and parameter tuning heuristics for precision and recall optimization.

level-design covers foundational game level construction across multiple genre patterns, pacing theory, and player guidance techniques. includes whitebox workflow and troubleshooting for common design problems.

adr-skill guides creation of executable architecture decision records for agentic workflows, emphasizing measurable constraints, concrete specifications, and implementation details sufficient for autonomous coding agents to act without clarification.

requesting-code-review dispatches a focused reviewer agent with git context between two commits, establishes when to request review (mandatory after tasks, before merge; optional when stuck), and prescribes triage of feedback by severity.

memory-reflect consolidates recent conversations and notes into curated long-term memory during off-peak windows, following selective evaluation criteria and guidelines for voice preservation and structural coherence.

dotnet-xunit covers v3 test attributes, fixtures, parallelism, and async lifecycle management with inline v2 compatibility notes for migration contexts.

earnings-preview assembles pre-earnings briefings from yahoo finance data, combining consensus estimates, historical beat/miss patterns, analyst sentiment, and key financial metrics into a structured five-section report.

polyglot-test-agent coordinates a multi-agent pipeline to generate unit tests across languages, handling research, planning, and implementation phases with incremental validation. covers happy paths, edge cases, and error handling through sequential agent execution.

agent-kanban documents the cli workflow for claiming tasks, logging progress, running local tests, managing pull requests, and submitting work for review. includes completion note requirements and merge conflict handling.

provider-docs covers terraform provider documentation lifecycle: schema authoring, template generation via tfplugindocs, registry validation, and publication rules. enforces quality consistency between code and rendered docs.

stock-analysis evaluates us equities and cryptocurrencies via yahoo finance, combining eight weighted dimensions (earnings surprise, fundamentals, sentiment, technicals) with portfolio management, geopolitical risk detection, and breaking news alerts. outputs buy/hold/sell signals with caveats on timing and market regime.

telegram-bot-builder covers bot architecture, command design, inline keyboards, and monetization strategies for telegram bots. includes stack selection, webhook deployment patterns, and code examples in node.js and python.

animate guides systematic addition of motion and micro-interactions to features by assessing feedback gaps, transitions, and entrance effects while enforcing accessibility and 60fps performance constraints.

flox-environments provisions reproducible multi-tool development setups declared in toml across macos and linux without containers. handles package coexistence, team synchronization, and ai agent tool installation without system pollution.

railway-templates enables searching and deploying pre-configured services from railway's marketplace via graphql queries. covers common databases, cms platforms, and automation tools with template lookup and deployment workflows.

council orchestrates parallel subagent investigation of judgment-heavy decisions using model diversity and assigned perspectives, then synthesizes findings into a single recommendation.

check-impl-against-spec validates pr implementations against spec commitments during review, extracting concrete requirements and flagging material mismatches while tolerating harmless implementation variations.