vlm provides scaffolding for integrating vision capabilities via z-ai-web-dev-sdk but omits procedural depth, decision logic, and concrete failure handling. implementation guidance is skeletal.

zapier-workflows bridges claude's lack of persistent workflow memory by categorizing zapier automation into mcp tools and pre-built zaps, though lacks concrete guidance on triggering or managing either approach in practice.

bundle-size-optimization provides analysis tools and high-level guidance for reducing javascript/css payload. lacks concrete procedures, error handling, and specific trigger conditions.

deslop identifies and removes ai-generated artifacts from code branches by examining diffs against main, including redundant comments, excessive defensive checks, type casts, and style inconsistencies.

teneo-agents provides cli wrappers to discover and invoke teneo protocol agents for token swaps, data scraping, and crypto analytics. lacks detail on agent selection logic, failure modes, and real-world constraints.

market-research-analysis provides high-level guidance on research scope, competitive analysis, and report generation but lacks concrete procedural steps and actionable methodologies.

navigation-3 documents migration from navigation 2 and covers type-safe routing in jetpack compose, state management, and modularization patterns for android developers.

cto-advisor provides keyword lists and script references for technology strategy work, but lacks procedural substance, decision frameworks, or actionable guidance on architectural choices, team scaling, or tech debt remediation.

alicloud-platform-openapi-product-api-discovery-test runs a minimal smoke test validating product data pull, merge operations, and metadata fetch with one product constrained. verifies output file generation under output/product-scan/.

spring-framework provides code style guidance and annotation patterns for spring boot projects, but lacks procedural depth, concrete trigger scenarios, and failure mode discussion.

dify-dsl-generator claims to auto-generate dify workflow yml files from business requirements, but provides no concrete procedure, no example inputs/outputs, and no guidance on error handling or validation.

performance-regression-debugging covers detecting and resolving performance degradation after code changes, with baseline comparison and metric monitoring, but lacks actionable procedural detail.

cloudbase covers tencent cloud development (tcb, wechat cloud development). the content provided is meta-documentation about routing and skill fallback, not actionable procedures for building, deploying, or troubleshooting cloudbase projects.

xlsx covers basic openpyxl operations for reading excel files. lacks writing, modification, error handling, and real-world usage patterns.

migration-architect outlines strategic migration planning capabilities including phasing, risk assessment, and rollback approaches, but lacks procedural specificity and actionable implementation details.

qwen-image-2 wraps alibaba's image generation models through the inference.sh cli, supporting generation and editing workflows via a minimal json interface.

kpi-dashboard-design documents a framework for selecting metrics aligned to business goals but lacks actionable procedures for actual dashboard construction, visual implementation, or data pipeline integration.

alicloud-ai-multimodal-qwen-vl-test is a smoke test harness that validates minimal request paths against the qwen vl multimodal model, recording outcomes and failures without parameter inference.

aris-autonomous-ml-research proposes a markdown-based framework for orchestrating ml research workflows across multiple language models, emphasizing adversarial review loops. lacks concrete procedures and implementation specifics.

llm covers transformer architecture, tokenization, fine-tuning techniques, distributed training, and inference optimization. lacks actionable procedures and concrete trigger conditions for skill invocation.

alicloud-ai-audio-asr transcribes pre-recorded audio files using alibaba cloud qwen models, supporting both synchronous short-form and asynchronous long-form jobs.

agent-swarm-pr coordinates multi-agent code review and pr lifecycle management via github integration, but lacks actionable structure and concrete failure handling.

api-response-optimization addresses payload bloat and caching through general best practices, but lacks concrete implementation steps and decision criteria for when to apply each technique.

regulatory-affairs-head describes senior regulatory leadership for medtech and healthtech firms, covering strategic planning and submission oversight. lacks executable workflows and decision logic.

permissionkit abstracts ios 26 parental permission flows for child-initiated communication exceptions, targeting swift 6.3 and later.

claude-hud-statusline is a terminal plugin displaying context usage, active tools, running agents, and task progress in a persistent statusline, but lacks actionable setup instructions and decision logic.

marketing-skills bundles 42 marketing agent tasks across 7 domains (content, seo, cro, channels, etc) with routing via marketing-ops. lacks concrete procedures, error handling, and actionable step-by-step guidance.

domain covers adding railway-generated or custom domains to services, viewing current domains via the environment skill, and removing domains. returns dns records (cname) for custom domain configuration.

suggest-awesome-github-copilot-skills recommends missing copilot skills from the awesome-copilot repository by analyzing repo context and chat history, filtering out duplicates.

create-video delegates video generation to heygens api via text prompt. covers authentication setup and tool preference but lacks procedural depth, failure handling, and concrete usage examples.

geo-fundamentals documents optimization strategies for ai search engine citation, covering rag factors, content checklists, crawler controls, and audit tooling.

runcomfy-cli wraps a unified command-line interface for accessing runcomfy's text-to-image, video, and other generative endpoints after single authentication, but lacks actionable procedures and failure handling.

pdf-converter declares intent around document interchange and batch operations but lacks concrete procedures, decision points, and failure handling. no trigger examples or procedural steps present.

football-data aggregates soccer statistics across 13 leagues offering standings, schedules, match timelines, xG metrics, transfer history, and player profiles via cli or python sdk without authentication.

file-access-vuln is a routing entry point that categorizes file-related vulnerabilities into path traversal/lfi and upload validation issues, but lacks concrete procedural steps for exploitation or remediation.

ljg-rank decomposes domains into their minimal independent generators, using Deutsch's epistemological criteria (reach and hard-to-vary) to identify explanations that cannot be altered without collapsing predictive power.

api-security-hardening lists security middleware components for rest apis, covering authentication and input validation across node.js and python frameworks. lacks concrete procedural depth and explicit failure handling.

asc-signing-setup automates ios/macos app signing asset provisioning via asc cli, requiring prior auth and bundle id knowledge. lacks detailed procedural steps and failure mode documentation.

xlsx outlines output validation rules and quality gates for spreadsheet work, but lacks actionable procedures for actual spreadsheet creation, formula construction, or data analysis workflows.

brand-guidelines-generator documents brand elements and usage rules, but lacks implementation detail. the skill describes intent without procedure, decision logic, or measurable output contracts.

hard-call is a framework for navigating irreversible decisions with no clearly correct outcome. it identifies why certain calls are cognitively and emotionally difficult but lacks actionable procedure.

mintlify skill documents how to consult official resources and read docs.json files before building documentation sites, but lacks actionable procedures for actual documentation creation, configuration, or component setup.

editor describes a document revision workflow across four editing levels (proofreading, copy, line, developmental) with emphasis on grammar, clarity, and structural improvements, but lacks executable procedure and output contracts.

router-only skill wrapping agent-device CLI for mobile/desktop automation. primarily documents version checks and PATH resolution; actual device interaction procedures are not specified.

gws-drive wraps the google drive v3 api but lacks concrete procedures, actionable examples, and failure handling. the skeleton is present but execution steps are missing and most resource methods are undocumented.

frontend-developer covers react and next.js component work, state management, and responsive layouts. lacks concrete decision trees, failure mode acknowledgment, and step-by-step implementation guidance.

gtm-strategy outlines go-to-market planning for product launches, covering channels, messaging, and metrics, but lacks actionable procedure steps and concrete recovery patterns.