mcp provides scaffolding for embedding json-render UIs as interactive tools in claude and other mcp-capable clients. incomplete documentation halts practical adoption.

kling-cli wraps kling ai's text-to-image, reference-image, text-to-video and image-to-video capabilities via mcp, with language-aware user interactions and camelcase field normalization.

openrlhf-training provides distributed rlhf orchestration via ray and vllm, covering ppo/grpo/dpo workflows for models 7b-70b+. installation and basic setup documented, but training procedure and failure modes absent.

app-clips covers ios lightweight app distribution via invocation urls, app clip codes, nfc, qr codes, and safari banners, with target setup and app store connect guidance, but lacks concrete procedural detail and actionable examples.

chat-sdk covers multi-platform bot development across eight integrations (slack, teams, discord, telegram, github, linear, google chat, whatsapp) using a unified typescript interface. install paths documented but procedures absent.

bond-futures-basis skill guides analysis of futures-cash basis trades through multi-tool orchestration: pricing futures, identifying cheapest-to-deliver, comparing yield curves, and assessing delivery option value. implementation incomplete.

vitepress covers static site generation from markdown with vue component integration, file-based routing, and theme customization. maps topics across configuration, content handling, theming, and deployment but lacks procedural depth.

godot-master presents architectural thinking frameworks for state ownership and component responsibility in godot 4.x, prioritizing signal-driven design patterns over encapsulation mechanics.

game-assets provides pixel art sprite generation via code matrices for browser games, with reference documentation on character archetypes and rendering functions, but lacks concrete execution steps and failure handling.

slack covers connection setup and action discovery via membrane cli, with a curated list of common operations like posting messages, listing channels, and managing conversations. authentication is handled server-side.

copilotkit-agui documents the event-based protocol for agent-to-ui communication via typed streams and sse or binary transport, covering agent backend implementation and frontend event handling patterns.

resolve-project-references explains why MSBuild's ResolveProjectReferences target appears expensive in performance summaries, clarifying the distinction between reported wall-clock time and actual cpu work to prevent misguided optimization efforts.

smart-contract-vulnerabilities catalogs attack patterns across reentrancy, integer overflow, access control, and delegatecall. lacks actionable audit procedures and decision trees for practitioners applying these patterns to real contracts.

json-render/image converts json specs to svg and png images via satori, useful for og image generation and dynamic visual rendering from structured data.

android-development documents kotlin naming conventions, clean architecture layering, and mvi pattern for state management, but lacks executable procedures and concrete decision logic for real implementation scenarios.

runcomfy-cli wraps a unified command-line interface for invoking any runcomfy model endpoint. installation and auth are one-time setup. the actual model invocation syntax and input contract are under-specified in this document.

nano-pdf applies natural-language edits to specific pdf pages via cli. lacks structured procedure, operational guidance, and clarity on failure modes or output validation beyond manual inspection.

vercel-agent provides ai-powered code review, incident investigation, and sdk installation on the vercel platform. capabilities include automated pr analysis, anomaly root-cause detection, and analytics sdk setup, with pricing at $0.30 per review or investigation.

infsh-cli wraps 250+ inference.sh apps (image generation, video, llms, search, twitter) behind a belt command-line interface with local file upload support and task polling, but lacks actionable decision logic and failure handling for production use.

product-hunt-launch provides a partial workflow for generating gallery assets via inference.sh, starting with hero image generation. lacks launch tactics, timing strategy, and submission procedures outlined in description.

langgraph-docs fetches documentation indexes and surfaces relevant pages for building stateful agents and multi-agent workflows, but lacks decision logic and recovery patterns for common fetch failures.

accessibility-compliance documents wcag principles and best practices for building accessible web applications, but lacks concrete decision trees, failure recovery procedures, and testable acceptance criteria.

graphql-implementation covers schema design, resolver patterns, and performance optimization for graphql apis. provides reference guides and best practices but lacks actionable procedural depth.

meticulous-cli wraps session recording and replay for visual regression detection. covers invocation patterns and installation prerequisites, but lacks command-specific guidance and structured procedures.

pricing skill gathers business context and product marketing details to advise on saas monetization strategy, but lacks concrete decision procedures, outcomes, and recovery paths.

typescript covers type inference and basic annotation practices with examples, but lacks actionable decision trees, failure recovery, and clear when-to-apply guidance for real-world scenarios.

java-pro covers modern java 21+ development including virtual threads, spring boot 3.x, and graalvm, but lacks procedural rigor and actionable decision flows. reads as aspirational capability listing rather than executable skill.

bazi-skill-chinese-astrology collects birth data interactively and generates four-pillars destiny charts with cycle analysis and pattern classification, citing nine classical texts. execution quality and error handling remain undocumented.

risk-assessment provides a categorical framework for identifying project threats across technical, resource, and schedule domains, with best practice guidance but lacks executable procedures and concrete decision logic.

education-program assists teams in designing student and educator discount strategies for SaaS and dev tools. covers initial scoping, verification methods, and channel positioning, but omits implementation roadmap and operational guardrails.

gws-script wraps the google apps script management api for command-line project operations including create, update, and deployment. lacks procedural depth and edge case handling.

threejs-postprocessing covers effect composer setup and basic bloom pass configuration. lacks depth on dof, screen effects, color grading, and practical integration patterns.

korean-jangbu-for wraps upstream automation for korean business ledger management, converting card statements, bank csv, and receipts into tax reports and cash flow analyses for startups and freelancers.

crucix-intelligence-dashboard aggregates 27 open-source intelligence feeds (satellite, flight, radiation, maritime, market data) into a self-hosted webgl globe with optional llm-enriched alerts to telegram or discord.

agent-hierarchical-coordinator delegates work across specialized agent types (researcher, coder, analyst, tester) using a queen-led swarm model. execution relies on mcp__claude-flow__ tool calls that may not exist in all environments, limiting practical portability.

ln-300-task-coordinator decomposes stories into 1-8 task plans and delegates execution via runtime contracts. relies heavily on external reference documents and contracts rather than self-contained logic.

content-marketer is a capability inventory dressed as a skill. it lists what an elite strategist might do across content, seo, social, email, and video, but provides no executable procedures, decision logic, or failure handling for any stated capability.

billing-automation covers recurring billing, invoice generation, dunning management, proration, and tax calculation. skill lacks step-by-step procedures and concrete implementation details beyond high-level categories.

lead-research-assistant guides users through identifying and qualifying potential sales targets by analyzing product fit, researching companies, and generating prioritized outreach strategies with contact recommendations.

mantine-form covers form state management and validation setup via the useForm hook, with support for controlled and uncontrolled modes, but the skill is incomplete and does not cover submission, error handling, or integration patterns.

high-end-visual-design codifies premium aesthetic rules (font bans, shadow protocols, motion curves) and layout archetypes to prevent generic output. lacks concrete trigger phrases and step-by-step implementation procedures for applying these constraints in practice.

social-media-analyzer computes engagement rates, roi, and platform benchmarks for instagram, facebook, twitter/x, linkedin, and tiktok campaigns. identifies top/bottom posts and flags performance anomalies.

edge-tts wraps microsoft's neural text-to-speech service via uvx, supporting multiple languages, voices, and audio parameter tuning with optional subtitle output.

provides taxonomic context for freight exception roles and systems but lacks procedural depth, decision logic, or operational recovery pathways for actual exception scenarios.

mdr-745-specialist provides classification guidance and risk assessment frameworks for eu medical device regulation, with partial procedure documentation but limited operational depth and no error handling.

generates platform-specific social media copy for linkedin, facebook, instagram and reddit from scratch, existing content, or campaign briefs, but the procedure cuts off mid-documentation and lacks error handling.

heap-exploitation documents ptmalloc2 internals and glibc version constraints but lacks actionable step-by-step procedures for actual exploitation chains. references are present but the skill stops at structure enumeration rather than delivering executable attack workflows.