maestro-mobile-testing covers declarative yaml-based e2e test flows for react native apps with automatic waiting, retry logic, and graaljs scripting, but lacks concrete procedural guidance and explicit failure handling.

product-launch covers execution of product launches across channels, timeline coordination, and cross-functional checklist assembly. it delegates gtm framing to gtm-strategy and first-customer acquisition to cold-start-strategy.

datatalks-data-engineering-zoomcamp is a 9-week free course with code examples for docker, terraform, kestra, bigquery, dbt, and spark. covers production pipeline patterns but lacks prescriptive sequencing and error handling guidance.

autoteam-chatgpt-rotation automates chatgpt team account lifecycle management with quota monitoring, account rotation, and codex oauth sync to cliproxyapi. operationally complete but lacks clear intent framing and trigger specificity.

seo-content-brief generates research-backed content outlines with competitor gap analysis and per-section word counts. covers both new page creation and existing page improvement modes with outline-level differentiation between keep and add sections.

changelog-generator automates release notes from conventional commits by parsing, semantic versioning detection, and keep a changelog rendering. supports ci integration and editorial oversight via structured output.

codspeed-optimize covers iterative code performance tuning through repeated measurement, profiling, and modification cycles, enforcing codspeed cli as the measurement boundary and declining fallback to direct benchmark execution.

cosmosdb-datamodeling guides users through azure cosmos db nosql schema design by capturing requirements, applying aggregate-oriented principles, and producing documented container designs with partition key and indexing strategies.

hackernews provides curl-based access to the hacker news api for fetching stories, comments, user profiles, and real-time updates. covers top/best/new/ask/show/job story feeds plus item details and user data.

cs-feat-ff streamlines small feature work by querying codestable knowledge before implementation, skipping design and checklist phases, then recording outcomes in a minimal note for traceability.

manages alibaba cloud analyticdb for mysql resource lifecycle via openapi, covering inventory, configuration, and status operations through sdk or explorer with region-aware credential handling.

music-to-video orchestrates beat-synced video creation from audio tracks, analyzing rhythm data once then dispatching frame composition work to sub-agents. input is music plus optional user media, output is a beat-gridded html5 video.

developing-genkit-js covers building ai applications with genkit flows, multi-provider model support, zod schema validation, and framework integration. incomplete procedure and sparse failure mode coverage limit reliability.

everything-claude-code-conventions documents commit message formats, code style rules, and common development workflows observed across 500+ commits. covers javascript patterns, testing conventions, and structured workflows for features, skills, agents, and commands.

git-pushing stages changes, generates conventional commits with claude footers, and pushes to remote via bash script. activates on explicit push requests or save-to-remote mentions.

cloudflare-d1 manages serverless sqlite databases on cloudflare edge infrastructure with wrangler, supporting migrations, batch queries, and prepared statement injection prevention through explicit error cataloging and retry logic.

telegram-mini-app covers web app architecture within telegram's 800m+ user base, ton blockchain integration, and monetization patterns. includes setup code for bot integration, wallet connection, and viral mechanics but lacks depth on validation and error handling.

handover orchestrates generation of three audience-specific guides (authoring, developer, admin) for edge delivery services projects, validating project structure and managing authentication before invoking parallel sub-skills to produce pdf output.

using-git-worktrees provides isolation for feature work by detecting existing worktrees, selecting storage locations, verifying git-ignore rules, and running project setup plus baseline tests before proceeding.

environment-setup-guide walks developers through configuring local development environments with platform-specific tool installation, dependency management, and verification steps. includes troubleshooting for common failure modes.

3d-visualizer covers three.js fundamentals and react three fiber patterns with working code examples for scenes, models, charts, and configurators. lacks structured decision logic and error handling for real-world deployments.

dispatch delegates asynchronous task execution to background workers via checklist-based plans, with routing logic for config management and task delegation.

video-spec-builder collects video requirements through socratic dialogue, exposes renderer capabilities proactively, and outputs standardized specs with shot lists. handles both initial builds and iterative modifications against existing specs.

firecrawl-shop orchestrates web research across product sites and review sources to build shopping recommendations, with optional cart integration when user consent is confirmed.

responsive-design covers mobile-first css patterns, flexible layouts via flexbox and grid, media queries, and cross-device testing. practical but lacks execution guardrails and failure recovery paths.

firecrawl-interact enables browser automation on previously scraped pages via natural language commands or code, supporting form fills, clicks, pagination, and multi-step navigation with session persistence through profiles.

matplotlib-best-practices collects matplotlib conventions, API patterns, and visual design guidance. covers plot types, accessibility, styling, and export workflows but lacks procedural depth for concrete visualization tasks.

organization-best-practices covers multi-tenant setup, member and role management, team creation, and permission enforcement via better auth plugins with lifecycle hooks for extensibility.

gget wraps 20+ genomic databases behind a unified cli and python interface for gene lookups, sequence analysis, and protein structure queries. covers common bioinformatics workflows but lacks explicit procedure detail.

ios-localization covers string catalogs, generated symbols, locale-aware formatting, and rtl layout for ios 26+ apps. incomplete procedures and missing implementation detail limit practical application.

api-pagination covers offset, cursor, and keyset strategies for handling large datasets. includes code examples and best practices, though lacks concrete decision logic and failure recovery steps.

skillmarketplace provides search, installation, and publishing workflows across local, community, and global skill registries via the search_skills tool and gateway API. covers skill discovery, auto-install mechanics, publishing validation, and version management.

create-llms generates a specification-compliant llms.txt file by analyzing repository structure, categorizing key documentation, and outputting valid markdown for llm navigation.

generating-ui-bundle-site configures salesforce digital experience sites to host react ui bundles, resolving five required properties (site name, url prefix, app namespace, app dev name, guest access) and generating minimum infrastructure (network, custom site, digital experience config, bundle, and content type).

trigger-agents enumerates AI agent patterns (parallelization, routing, chaining, orchestration, evaluator-optimizer, human-in-loop) as decision trees pointing to external docs rather than actionable procedures.

guides interactive creation of custom hyvae cms components for magento 2, with module selection, field presets, and command delegation to environment detection utilities.

tldraw-skill generates hand-drawn whiteboard-style diagrams as JSON and exports them to PNG/SVG. covers explicit triggers like 'diagram' and 'flowchart' plus proactive use when explaining multi-component systems or workflows.

interactive-portfolio teaches portfolio design centered on 30-second visitor retention, balancing visual appeal with conversion focus. covers architecture patterns, project showcase strategy, and developer-specific showcasing without assuming implementation platform or tooling.

frontend-design guides production-grade interface creation with deliberate aesthetic direction. emphasizes bold conceptual choices, working code, and visual coherence over generic output.

board-prep coaches founders through adversarial preparation for board meetings, emphasizing cold memorization of metrics, anticipation of hard questions, and narrative framing that acknowledges weakness. covers five phases from number fluency through post-meeting follow-up.

notion-knowledge-capture structures conversations into linked notion pages across six content types (decisions, how-tos, faqs, wiki, learning, docs), with templates and deduplication via search and fetch workflows.

fix-tests orchestrates parallel agent execution to repair broken test suites after logic changes, with conditional logic to avoid test rewriting on complex refactors. procedure lacks concrete sequencing and outcome signals.

agent-architecture provides a reference system design template covering microservices, data modeling, kubernetes deployment, and security patterns. useful as a starting point but lacks executable procedures and clear failure recovery paths.

pdf-ocr-extraction covers text extraction from scanned documents and image pdfs with support for multiple output formats, languages, and document types. quality varies significantly by input (95%+ for typed text, 30-60% for cursive handwriting).

summarize-interview extracts jobs to be done, satisfaction signals, and action items from customer interview transcripts. outputs structured markdown summaries suitable for product discovery workflows.

tiptap-editor documents api usage patterns for vmark wysiwyg development, covering command execution, state queries, and identifies when direct prosemirror access is necessary. includes known cursor sync and block boundary issues.

footer-generator guides footer design across site types, covering seo and ux concerns. collects project context and identifies essential elements, though the procedure halts before actionable recommendations.