sveltekit-remote-functions documents experimental remote function patterns for sveltekit 2.58+, covering file naming and basic setup but lacking substantive guidance on query(), form(), command(), or prerender() implementations.

spm-build-analysis guides inspection of swift package manifests and dependency graphs to isolate package-related xcode build bottlenecks, emphasizing evidence collection over premature refactoring.

ln-650-persistence-performance-auditor coordinates data-layer audit workers to evaluate query efficiency, transaction correctness, and runtime performance against persistence best practices, requiring structured research before scoring.

start initializes a productivity system by checking for existing task and memory files, creates missing components, opens a dashboard, and optionally bootstraps working memory by analyzing task lists and gathering workplace context from external sources.

batch-grill-me conducts structured decision-tree interviews across frontier questions, advancing rounds as prerequisites settle, stopping only when all branches are explored and understanding is confirmed.

llm-tuning-patterns collects evidence-based parameter configurations for different LLM tasks (theorem proving, code generation, creative work), with specific rationales and anti-patterns to avoid.

mcp-configure sets up dataverse mcp server integration for github copilot by collecting scope preference and writing configuration to global or project-level paths based on user choice.

react component library for building recharts-based dashboards with kpi cards, line/bar/pie charts, and formatting utilities. lacks procedural guidance on data integration, error handling, and real-world scaling.

apify-audience-analysis maps social platform scraping actors (facebook, instagram, youtube, tiktok) to demographic and engagement extraction tasks, with a lookup table and shell command templates but minimal decision logic or validation.

debug-issue provides a graph-based troubleshooting workflow using code navigation and change detection, but lacks concrete guidance on how to interpret results or decide between competing hypotheses.

aws-s3-management covers bucket creation, encryption, versioning, and access controls via aws cli and terraform. lacks procedural depth and edge case handling for production deployments.

okx-guide routes user intents (onboarding, ai product, support) to self-contained reference flows with conditional preflight checks and intent classification logic.

readme-blueprint-generator extracts project metadata from .github/copilot documentation files and assembles a structured readme via templated sections. useful for standardizing repository documentation across teams.

news-aggregator-skill fetches real-time content from 44+ sources and generates analysis reports. workflow is generic, failure handling is absent, and procedure documentation is incomplete.

querying-data-lake executes sql queries on amazon athena with workgroup selection and federated catalog support, including statement classification and cost reporting via aws mcp server or cli.

neon-drizzle covers drizzle orm setup with neon databases. provides code generation rules for import handling but lacks concrete provisioning steps, decision logic, and explicit failure modes.

zod-4 documents migration patterns and validation schemas for zod 4, covering primitives, objects, transformations, and react hook form integration with type safety.

huggingface-papers fetches and reads research papers from hugging face and arxiv, returning markdown content or structured metadata like authors, linked models, datasets, and github repos via api.

bilibili-analyzer downloads videos from bilibili, extracts frames at adaptive rates, deduplicates similar frames, batch-analyzes them with ai, and generates markdown documents or tutorials with embedded screenshots.

arize-ai-provider-integration manages crud operations on llm provider credentials stored within arize accounts, enabling evaluators and downstream features to invoke language models via standardized authentication patterns.

agent-production-validator scans codebases for mock implementations and validates against real infrastructure (databases, apis, smtp). provides code examples but lacks clear invocation patterns and systematic decision logic.

youtube-transcript extracts captions from youtube videos via the youtube-transcript-api library, supporting multiple url formats and optional timestamp insertion, with basic file output control.

build-parallelism documents msbuild worker node configuration and dependency graph concepts, with diagnostic approaches for identifying bottlenecks in multi-project builds.

busybox-on-windows provides steps to download and run a win32 busybox binary, enabling unix command-line tools on windows via powershell. covers cpu/os detection and multiple architecture variants.

shadcn-ui adds component installation and configuration for react projects after tailwind theme setup. covers installation order, customization, and component patterns.

sentry-ruby-sdk describes when to invoke a sentry setup wizard but omits the actual setup steps, decision logic, output validation, and failure handling required to execute the skill.

malware-analyst covers static and dynamic analysis workflows, tool catalogs, and ioc extraction patterns. procedures lack clear decision gates and actionable sequencing; edge cases and failure recovery are largely absent.

excalidraw-diagram converts text input into diagrams across three output formats (obsidian markdown, standard json, animated variants). extensive design rules and json schema requirements are documented but procedure lacks numbered steps and decision logic for mode selection.

pixijs-scene-core-concepts establishes shared terminology for the pixijs-scene-* skill family, explaining containers versus leaves and scene graph hierarchy without deep api coverage.

accessibility-compliance covers wcag 2.2 implementation patterns, screen reader support, keyboard navigation, and mobile accessibility testing. references external detail docs for worked examples.

asc-crash-triage fetches and summarizes testflight crashes, beta feedback, and performance diagnostics via app store connect cli. covers listing, filtering by build/device/os, and output formatting but lacks error handling and decision logic.

build-zoom-meeting-app guides selection between zoom meeting and video sdks, covers join/auth flows and platform routing, but lacks concrete implementation steps and failure mode handling.

distill-memory captures decisions, debugging lessons, and procedures as searchable memories across sessions. distinguishes between new insights and refinements to avoid duplication, prioritizing atomic entries with clear titles.

clean-code-guard provides code review principles (clean code, solid, dry, kiss, yagni) applied before production deployment. execution remains vague: no numbered review steps, no explicit failure modes, no concrete decision tree for passing or rejecting code.

axiom-networking is a routing index that delegates to five sub-skills covering urlsession patterns, network.framework apis, diagnostics, legacy nwconnection, and migrations. the skill itself contains no procedural content.

flowchart-creator generates svg-based html flowcharts with color-coded node types, decision diamonds, and swimlane support. covers basic process visualization but lacks interactivity and dynamic layout handling.

sentry-setup-ai-monitoring provides trigger phrases and prerequisites for instrumenting LLM calls and agent tracking, but lacks concrete step-by-step procedures and explicit handling of common failure modes.

kotlin-tooling-cocoapods-spm-migration covers migrating kmp projects from cocoapods to swift package manager through an 8-phase process, with requirements analysis, gradle configuration, swiftpm dependency setup, and xcode reconfiguration. includes version pinning guidance and common pod mappings.

desktop-computer-automation orchestrates vision-driven ui interactions via midscene, enforcing synchronous execution and screenshot-driven decision loops to control local or remote windows desktops through natural language commands.

payment-integration aggregates five payment providers (sepay, polar, stripe, paddle, creem.io) with reference docs for checkout, subscriptions, webhooks, and licensing. covers multi-provider order routing and platform selection guidance.

audit-augmentation overlays SARIF and weAudit findings onto Trailmark code graphs, enabling cross-referencing of static analysis results with code structure and blast radius data.

postgresql-best-practices covers schema design with native types, indexing strategies, query optimization via explain analyze, connection pooling, and operational security. incomplete procedural depth and sparse failure-mode coverage limit utility.

form-cro provides a framework for analyzing form friction and recommending field reductions, grounded in data quality and business outcome alignment rather than blindly minimizing fields.

ginkgo-cloud-lab enables protocol submission to autonomous biolab infrastructure via web interface, with preset protocols for protein expression and custom workflow assessment through an ai feasibility agent.

generating-visual-diagrams handles rendered image output for salesforce contexts via nano banana pro, covering erds, mockups, and architecture illustrations. lacks procedural depth and failure handling.

aws-cost-operations bundles three mcp servers for cost estimation, spending analysis, and cloudwatch monitoring. covers pre-deployment estimation, cost anomaly detection, and observability setup, but lacks concrete decision logic and failure handling.

golang-google-wire covers compile-time dependency injection in go via code generation, eliminating runtime reflection and catching wiring errors at build time rather than request time.