cs-feat-impl orchestrates feature implementation in paradigm-dimensional steps derived from design phase, enforcing checkpoint discipline through mandatory plan validation, reflection checks, and structured reporting to prevent scope creep and undocumented decisions.

macro-regime-detector identifies structural market transitions over 1-2 year horizons via monthly cross-asset ratio analysis. triggers on regime questions, concentration vs broadening inquiries, and yield curve signals. incomplete procedure documentation and no failure modes specified.

gha-security-review provides a threat model and checklist for auditing github actions workflows against real exploitation patterns. requires manual tracing of attack paths and does not automate vulnerability detection.

aihot wraps a chinese ai news api to surface daily tech briefings without browser. requires user-agent spoofing. incomplete procedure documentation and no explicit outcome signals.

reference material for zoom phone integration across api, webhook, smart embed, and uri-launch patterns. includes routing guardrails for embedded softphone, rest api workflows, click-to-dial, and crm chaining scenarios.

react18-dep-compatibility presents a version matrix for react 18.3.1 and 19, listing minimum dependency pins but lacks actionable decision logic, failure recovery steps, or complete package coverage.

mcp-create-declarative-agent scaffolds microsoft 365 copilot integrations with mcp server connections, auto-generating manifests and configuration files with oauth/sso support and response mapping.

storefront-best-practices provides trigger conditions and high-level topic coverage for ecommerce ui/ux work, but lacks actionable procedures, failure mode acknowledgment, and concrete implementation guidance.

unity-developer covers unity 6 lts fundamentals, rendering pipelines, performance profiling, and cross-platform deployment. lacks concrete procedures, decision trees, and failure-mode guidance needed for consistent execution.

neurokit2 is a python library for biosignal processing across ecg, eeg, eda, respiratory, emg, and other physiological modalities. covers signal filtering, peak detection, and feature extraction for research and clinical use.

crossing-the-chasm provides a conceptual framework for evaluating technology product go-to-market strategies against chasm-crossing principles, but lacks concrete procedural steps or decision trees to guide actual implementation.

frontend-design applies a concept-driven aesthetic philosophy to ui work, matching typographic and visual choices to product identity rather than applying fixed house styles.

jobs-to-be-done outlines a framework for understanding customer motivation through the lens of what work customers hire products to perform. incomplete procedural guidance limits practical application.

youtube-downloader is a browser extension that exports youtube videos as mp4 or webm files from watch pages, shorts, and embedded players. it detects supported media sources and handles multi-quality export within the browser.

pp-movie-goat is a movie discovery cli wrapping tmdb and omdb apis with sqlite watchlist persistence, but the skill.md is truncated and lacks actionable command examples or intent definitions.

game-changing-features prompts strategic product thinking by reframing questions around 10x value creation rather than incremental improvement, routing output to session documents for founder-level analysis.

last30days aggregates reddit, x, and web sources to research recent topics and synthesize findings into tool-specific prompts. weighting social signals higher than web results, the skill outputs single copy-paste-ready artifacts.

cn-web-search aggregates 17 free search engines (baidu, bing, duckduckgo, wikipedia, stack overflow, etc.) via web scraping with no api keys required. covers chinese, english, technical, finance, and knowledge domains.

subagent-driven-development delegates tasks to isolated sub-agents with two-phase review (spec compliance then code quality), aiming to preserve coordinator context and improve iteration speed through task isolation.

tailwind-best-practices documents styling guidelines for mastra playground ui, prioritizing component reuse, design token consistency, and classname constraints across 5 rules.

spring-boot-application provides a checklist of spring conventions and architectural patterns (layers, di, jpa) but lacks executable procedures for actual deployment or runtime scenarios.

project-manager describes generic competencies in planning, execution, and risk management but lacks actionable procedures, specific tool integrations, or decision trees an ai agent could execute.

technical-blog-writing provides scaffolding for developer-focused posts via belt CLI, but lacks substantive guidance on structure, code examples, audience depth, and editorial conventions beyond installation steps.

agent-tools wraps a cloud inference CLI offering 250+ apps across image generation, video, LLMs, search, and twitter automation via simple command invocation, but lacks skill-level intent definitions and error handling guidance.

auth-sec is a routing skill that categorizes auth and authorization issues into testing buckets (bypass, idor, jwt, oauth, csrf, cors, saml) without prescriptive steps or concrete procedures.

free-tools guides planning and evaluation of free marketing tools for lead gen, seo, and brand awareness. it leans on context discovery and asks for business/goal/resource clarity before tool strategy emerges.

session-memory loads prior context at startup and spawns a background observer to process accumulated observations, enabling continuity across separate interactions via filesystem-backed state.

jackyshen-gen-short-video-script provides structured templates and hook formulas for platform-optimized short video content across douyin, tiktok, xiaohongshu, and wechat. covers duration-specific layouts, production notes, and engagement psychology but lacks concrete procedural depth.

playwriter enables browser automation via a local javascript sandbox, delegating to playwright code snippets. requires external documentation review before use.

companion-clis documents setup and configuration for four essential CLIs (huggingface, github, docker, aws) used with runpod workflows, with platform-specific guidance for windows/wsl2 and partial procedural coverage.

web-testing covers unit, integration, e2e, load, security, and accessibility testing with playwright, vitest, and k6. commands provided without integration guidance or failure recovery patterns.

code-refactoring-tech-debt positions itself as technical debt analysis guidance, but lacks concrete procedures, specific trigger conditions, and actionable steps for practitioners.

okx-dex-ws provides websocket connectivity for real-time dex data via CLI polling or custom client implementation, with minimal procedural guidance.

voicebox-voice-synthesis is a local-first voice cloning and tts studio exposing a rest api. skill covers installation paths but lacks agent integration points, callable intents, and failure recovery logic.

quiz initiates a readwise reader session to test retention on recent documents through targeted questions, with optional personalization via persona files.

evomap enables multi-agent collaboration via a gene+capsule bundle marketplace, supporting task decomposition and cross-agent asset sharing under the gep-a2a protocol with optional python client support.

fsharp-testing outlines xunit, fsunit, unquote, and fscheckpatterns for f# projects but lacks actionable procedures, failure mode coverage, and concrete implementation steps beyond naming the tools involved.

byted-web-search wraps volcanoengine's api for chinese-market web and image retrieval. routing logic prioritizes it over other search skills. lacks concrete procedural steps, error handling, and output contract specifics.

ln-632-test-e2e-priority-auditor categorizes e2e test coverage by journey priority and flags wasteful tests, but lacks procedural detail and operational guardrails.

stripe-integration documents three payment flow patterns (checkout sessions, payment intents, setup intents) plus subscription management and webhook handling, but lacks numbered procedures and concrete implementation guidance.

deno-expert provides domain boundaries and anti-pattern catalogs for deno code review and project setup, but lacks actionable step-by-step procedures and explicit failure mode handling. mostly prescriptive checklists without execution logic.

hyperframes-core defines the html composition contract for seekable video rendering via dom data attributes and framework-owned media playback, with animation runtime and timing primitives delegated to sibling skills.

viral-instagram-reels outlines mechanics unique to instagram's platform (trial reels, sends-driven reach, originality enforcement) but lacks a concrete procedure for writing or diagnosing individual reels.

agent-tools wraps inference.sh CLI to invoke 250+ cloud-hosted ai models across image, video, llm, search, and social media categories. lacks actionable decision logic, error handling, and clear integration patterns for agent workflows.

gsap covers setup and import patterns for animation library usage, but lacks complete procedural guidance, trigger specificity, and failure mode documentation needed for production skill implementation.

press-release-writing scaffolds ap-style drafting with belt cli integration and tavily search for fact verification, but lacks procedural detail on actual composition, editorial workflow, and common failure modes.

browsing-with-playwright wraps playwright mcp for web automation, covering navigation, form filling, clicks, screenshots, and data extraction. documentation is skeletal and lacks procedural depth.