learning-path-builder outlines a framework for generating personalized learning sequences, but lacks concrete procedural steps, specific trigger conditions, or mechanisms for handling incomplete assessments and learning stalls.

apple-ui-designer provides design philosophy and component principles for iOS-native ui work, but lacks actionable procedures, concrete trigger conditions, and failure mode handling for real-world redesign scenarios.

paid-ads-strategy covers channel selection, budget allocation, and cross-platform tactics for validated products with acquisition budget. lacks step-by-step execution guidance and fails to define concrete decision criteria.

opc-architecture documents the design of orchestrated parallel claude, a hook and skill system layered atop claude code for multi-agent coordination via subprocess spawning and postgresql state management.

responsive-design covers layout adaptation principles and pattern names without providing actionable step sequences, decision criteria, or failure recovery paths. references breakpoints and techniques but lacks implementation procedure.

geomaster catalogs geospatial libraries and installation steps across 8 languages but lacks actionable procedures, decision logic, or executable workflows. reads as a package index, not a skill.

spark-engineer outlines a generic optimization workflow for distributed data processing, but lacks concrete actionable steps, specific trigger patterns, and failure recovery logic.

academic-writing covers research question development through the finer criteria framework, but lacks actionable procedures, specific trigger phrases, and decision logic needed for skill execution.

status queries research task completion state via run ID, delegating to parallel-cli with json output formatting for structured result parsing.

xiaohongshu-ops covers account positioning, topic research, content production, publishing, and post-launch analytics for xiaohongshu, enforcing openclaw browser integration and providing reusable sop templates across workflow stages.

security-detection-rule-management provides tooling for creating and tuning kibana detection engine rules via rule-manager.js, targeting threat coverage gaps and false positive reduction.

code-documentation outlines language-specific standards for function, class, and api documentation with best practices checklists, but lacks actionable procedures for implementation and skill orchestration.

product-hunt-launch provides a cli-based workflow for generating product hunt gallery assets via flux image generation, lacking strategic guidance on timing, tagline optimization, and launch day tactics promised in the description.

create-call initiates outbound phone, web, and batch calls via vapi api. requires api key setup and provides minimal worked examples in curl without clear decision logic or error handling.

let-fate-decide uses tarot card draws to introduce structured randomness into ambiguous planning decisions. interprets spreads via the 12 houses of the zodiac framework but lacks automation integration and decision-mapping logic.

posterskill-academic-posters generates print-ready conference posters from overleaf papers, outputting a self-contained html file with drag-and-drop editing. setup involves git clones and optional reference pdfs.

cms-best-practices wraps webflow mcp tool calls and provides high-level guidance on collection architecture, relationships, and content optimization with heavy tooling dependency.

gws-admin provides CLI access to google workspace directory APIs for user, group, and device management via delegated auth, but lacks procedural depth and actionable examples.

daily-update maintains wiki state by refreshing source freshness, rebuilding indices, updating hot.md, and persisting vault-scoped status. incomplete implementation with unfinished procedures.

trading-signals routes multi-asset analysis through regime detection and confluence scoring, with position sizing constraints and educational signal reasoning. lacks concrete implementation steps and error handling.

lean-ux describes a philosophy for outcomes-driven design that replaces heavy deliverables with rapid experimentation and shared learning. it provides foundational concepts but lacks concrete procedural guidance.

alphaear-signal-tracker monitors investment signal evolution against new market data, classifying impact as strengthened, weakened, falsified, or unchanged. currently a pattern extraction pending refactor into standalone utility.

flowstudio-power-automate-monitoring claims to monitor flow health and track failure rates via cached metadata, but lacks actionable procedure details or concrete implementation guidance.

wireframe-prototyping provides guidance on fidelity levels and best practices for design validation, but lacks actionable procedures for agents to execute wireframing tasks or integrate with tools.

tavily-key-generator-proxy automates bulk account creation and pools api keys behind a round-robin proxy gateway. lacks operational depth on failure modes, scaling limits, and deployment specifics.

finance-billing-ops provides operator-level billing truth checks for revenue, pricing, refunds, and team seat logic. relies on chained skill calls but lacks procedural detail and failure handling.

documentation-generation-doc-generate provides guidance on extracting and structuring api and architecture documentation from existing code, with emphasis on consistency and automation. lacks procedural depth and failure handling.

coding covers foundational software engineering principles (DRY, KISS, YAGNI, SOLID) as abstract reference material rather than actionable procedures for specific coding tasks.

competitors guides seo-focused creation of comparison and alternative pages for product positioning, with emphasis on research framing and minimal actionable workflow.

dex-plan aims to extract actionable tasks from markdown planning documents but lacks detailed procedural steps, edge case handling, and concrete examples to guide implementation.

baoyu-xhs-images generates cartoon infographics for xiaohongshu via style/layout combinations and preset bundles. content auto-detection and reference anchoring maintain consistency across multi-card series, but procedures lack clarity and edge case handling is absent.

dt-obs-hosts provides host and process monitoring across infrastructure platforms, covering cpu, memory, disk, network inventory and compliance checks, but lacks actionable procedures.

videoagent-audio-studio routes audio generation requests (speech, music, sfx) to vendor-specific apis based on request type, with a routing table but no procedural detail on error handling or orchestration.

loom-video-downloader is a browser extension for saving loom videos locally from share pages and embeds without relying on developer tools or external utilities.

shopify-theme-development-guidelines outlines liquid syntax rules and theme architecture patterns, but lacks actionable procedures and concrete examples for implementing production shopify themes.

eastmoney-financial-data queries chinese financial markets (stocks, sectors, indices) via text input and returns json. requires api key setup and sends queries to eastmoney's backend.

vercel-sandbox covers browser automation for ai agents via chrome cdp with accessibility snapshots, but the provided skill.md is a stub that defers actual usage to a cli command rather than documenting the skill itself.

openai-image-gen wraps the dall-e 3 api for command-line image synthesis with configurable size and quality params. lacks substantive procedure documentation and omits failure modes entirely.

twitter-automation provides basic cli wrappers for twitter/x operations like posting and engagement, but lacks procedural depth, trigger clarity, and failure mode documentation.

ml-model-explanation lists explainability techniques (shap, lime, feature importance, partial dependence, attention maps) but provides no actionable procedure, trigger conditions, or concrete implementation guidance for applying them.

flow runs static type checking on react code across multiple renderer targets (dom, native, fabric). reports type errors with file locations to assist debugging.

exploring-data-catalog maps aws data landscapes across glue, s3 tables, and iceberg catalogs with region-scoped read-only browsing and optional search filters.

shopify-dev enables broad searches across shopify's developer documentation when api-specific skills don't apply. execution depends entirely on external vector store results and user query quality.

reverse-shell-techniques documents attack patterns for establishing reverse and bind shells, covering encryption, web shells, pty upgrades, and payload generation. lacks procedural depth and actionable step sequences.

swarm-orchestration coordinates multi-agent task decomposition across codebases using hierarchical topology, but lacks procedural detail and failure handling.

organic-first-campaign provides strategic guidance on campaign design emphasizing trust-building and organic channels over paid spend, but lacks concrete procedures for implementation and measurable decision criteria.

design-engineering guides organizational decisions on merging design and engineering functions, with emphasis on role clarity, team placement, and hiring strategy rather than hands-on implementation.