unit-test-utility-methods catalogs approaches for testing pure functions, static helpers, and utility classes with attention to null inputs, boundary conditions, and edge cases. lacks concrete implementation steps.

setup-api-key guides users through obtaining and configuring elevenlabs api credentials, checking for existing keys before requesting new ones.

ml-paper-writing guides drafting papers for 12 top-tier ml and systems conferences with citation verification, researcher-derived writing philosophy, and venue-specific templates. targets neurips, icml, iclr, acl, aaai, colm, osdi, nsdi, asplos, sosp.

autonomous codebase pattern discovery that analyzes projects to infer conventions and architectural practices, surfacing rules for claude code adherence via delegate analyst agents.

tracing-downstream-lineage helps engineers identify what breaks when altering data tables or pipelines by mapping consumer dependencies, categorizing risk, and generating impact reports before deployment.

golang-testing covers test design patterns (table-driven, testify suites, fuzzing) and execution modes (write, review, audit, debug) with emphasis on edge cases and goroutine leak detection, but omits concrete procedural steps and decision trees.

security-review catalogs 10 vulnerability categories with code examples and a 17-item pre-deployment checklist. scope spans web apps, supabase rlS, and blockchain wallets.

android-clean-architecture outlines module boundaries, layered patterns, and data flow design for kotlin projects. covers repositories, usecases, and common frameworks like room and koin without actionable procedural depth.

discovers cloudwatch log groups and searches for error patterns to identify application failure root causes. generates remediation recommendations based on stack trace and log analysis.

pixijs acts as a triage layer for v8 tasks, directing users to specialized sub-skills or a curated llms.txt api index when no existing skill matches.

powerbi-modeling assists with semantic model design, dax measure creation, and relationship configuration against microsoft best practices. provides assessment checklists and optimization guidance but lacks concrete procedural depth.

flowstudio-power-automate-debug provides an 8-step diagnostic workflow for identifying and remediating failures in power automate cloud flows via mcp server integration, with concrete examples covering expression errors, auth failures, and null handling.

react-modernization covers version upgrades across react 16-18, class-to-hooks migration patterns, concurrent features like suspense, and codemod automation. includes typescript guidance and performance optimization techniques.

browser-screenshot captures region-specific web page sections via remote debugging. requires agent-browser setup and explicit region targeting, with no full-page fallback.

startup-canvas structures product strategy (9 sections) and business model (costs, revenue) into a framework for new products, positioning itself as an alternative to bmc and lean canvas through explicit vision, competitive defensibility, and trade-off mapping.

site-architecture covers page hierarchy planning across six site archetypes with templates, navigation design patterns, url structure guidance, and internal linking strategy. outputs include ascii trees and mermaid diagrams for visualization.

tanstack-cli scaffolds new projects with interactive setup, 30+ integrations for auth and databases, and mcp server support. high-level feature enumeration outweighs procedural depth.

prisma-expert provides guidance on schema design, migrations, and query optimization. handles diagnostics for relation definitions and indexing across postgres, mysql, and sqlite. includes triage logic to delegate raw sql and infrastructure concerns.

computer-use-agents covers building agents with vision models that perceive screens and control computers through iterative perception-reasoning-action loops, with emphasis on sandboxing and security constraints.

btca-cli grounds answers in local resources (git repos, directories, npm packages) via a source-first query interface, supporting both persistent named resources and ephemeral one-off lookups.

golang-grpc establishes patterns for building and reviewing gRPC microservices in Go, emphasizing transport-layer separation and operability concerns including status codes, deadlines, and graceful shutdown.

okx-cex-bot manages grid and dca martingale trading bots natively on okx servers. covers spot/contract bot creation, monitoring, p&l retrieval, and lifecycle management with configurable parameters and exit strategies.

django-tdd covers test-driven development for django with pytest, factory_boy, and drf api testing. includes red-green-refactor patterns, factory data strategies, model-view-serializer testing, mocking external services, and coverage benchmarks.

read fetches urls and pdfs as clean markdown, with platform-specific routing (feishu, wechat, github, twitter) and fallback to proxy cascade. outputs markdown only, no analysis.

bail detects workflow step by filesystem state, reflects on exit reason, updates github issue, closes open pr, and cleans up worktree and branch artifacts.

n8n-node-configuration provides operation-aware guidance for configuring nodes with property dependency management. emphasizes progressive discovery starting with standard detail level before escalating to full schema inspection.

brainstorms 3-5 monetization approaches with audience fit, risks, and validation experiments. needs structured procedure, explicit failure modes, and clearer step-by-step actions to be production-grade.

threejs-shaders covers custom glsl shader authoring via shadermaterial and rawshadermaterial, uniform management, six reusable shader patterns (displacement, fresnel, rim lighting, dissolve), and material injection via onbeforecompile for extending built-in materials.

ef-core collects design patterns for entity framework context and entity configuration, covering dbcontext cohesion, injection, fluent api setup, and relationship modeling without tactical implementation guidance.

dataverse-python-quickstart generates boilerplate python sdk code for dataverse crud operations, bulk writes, and paginated retrieval following official patterns.

clerk-react-router-patterns documents auth integration with react router v7 via middleware, loaders, and actions, covering protected routes and ssr user data retrieval.

brainstorm-okrs guides generation of three alternative quarterly okr sets combining qualitative objectives with measurable key results, aligned to company strategy via domain context and exemplars.

angular-ssr covers server-side rendering, hydration, and prerendering for angular v20+ via @angular/ssr. supports three render modes (prerender, server, client), incremental hydration with @defer blocks, and dynamic route parameterization.

asc-notarization covers archiving and notarizing macos apps via xcodebuild for distribution outside the app store. requires developer id certificate, xcode tooling, and app store connect credentials.

homelab-wireguard-vpn covers server setup on various platforms, keypair generation, peer configuration, split vs full tunneling modes, connection troubleshooting, and multi-client automation for remote home network access.

mini-browser provides cli-based browser automation via chrome devtools protocol, exposing common web interactions as unix-style tools for agent scripting.

upgrade-stripe documents versioning strategies across stripe sdk types and platforms, including per-request overrides for dynamic languages, webhook migration, and a nine-step upgrade checklist with testing approaches.

structured methodology for writing customer-focused press releases before product development, applying amazon's working backwards framework to force clarity on value propositions and problem statements during planning phases.

knowledge-synthesis deduplicates and merges search results across multiple sources into single attributed answers, using freshness and authority signals to score confidence and surface disagreements when sources conflict.

asc-metadata-sync manages app store metadata synchronization, localization workflows, and legacy format migration. covers validation, bulk .strings file handling, and canonical metadata pull/push operations for ios apps.

canslim-screener implements william o'neill's seven-factor growth stock methodology across us equities. combines fundamental earnings and growth metrics with technical momentum signals and institutional ownership data via fmp and finviz apis. outputs ranked candidate lists with composite 0-100 scores.

codebase-onboarding generates structured guides for unfamiliar codebases by gathering project signals and mapping architecture. produces an onboarding document and optional claude.md template for new developers.

slo-implementation defines service level indicators, objectives and error budgets to balance reliability targets with development velocity. includes prometheus rules, burn rate calculations, multi-window alerting and compliance review frameworks.

paper2code extracts arxiv papers and synthesizes minimal, citation-anchored python implementations via staged orchestration. supports three modes (minimal/full/educational) and three frameworks (pytorch/jax/numpy).

opinionated sentry integration guide for elixir and phoenix projects, covering setup, error monitoring, tracing, and scheduled tasks. incomplete procedure section and missing concrete output/outcome signals.

ln-130-tasks-docs-creator generates task management documentation including workflow rules and kanban board setup with multi-provider tracker integration (linear, github, file), invoked within a documentation pipeline or standalone.

interactive installation wizard for everything claude code that guides users through selective skill and rule installation with verification and optimization steps.