matplotlib is a python plotting library covering line, scatter, bar, histogram, heatmap, and 3d plots with export to png/pdf/svg. supports both pyplot and object-oriented apis for static and interactive visualizations.

narrative-text-visualization converts data into structured markdown narratives using t8 syntax, designed for report generation and insight display. lacks actionable steps and concrete trigger conditions.

record-promo captures autonomous gameplay footage for social media by spinning up a dev server, using playwright to record frames at high fps, and piping output through ffmpeg. incomplete, defers core logic elsewhere.

reconciliation covers methodology for gl-to-subledger, bank, and intercompany account matching, with item categorization and aging analysis guidance, but lacks executable procedures.

agent-teams-simplify-and-harden runs parallel audit loops over implementation, cycling simplify and harden passes until code stabilizes or iteration limit hits. audit findings drive remediation in repeating cycles.

tinybird-typescript-sdk-guidelines outlines resource definition patterns for the @tinybirdco/sdk package, covering datasources, pipes, clients, and deployment workflows. lacks procedural depth and actionable guidance.

database-schema-design covers normalization forms, relationship patterns, and constraint strategies for postgresql schema definition. lacks concrete decision criteria and deployment guidance.

design-systems documents foundational guidelines for color, typography, spacing, components, and tokens. lacks procedural depth on actual implementation workflows and concrete decision trees for applying these principles.

fusion-help-integration provides a pattern for connecting fusion help center to app pages via pagelayout props and a usehelpercenter hook, enabling contextual article access through help buttons.

vibe-check provides CLI-driven Chrome automation for navigating sites, mapping page elements, and interacting with DOM nodes. lacks guidance on error handling, recovery, or production constraints.

stock-question-refiner helps structure stock research requests by clarifying investment context (style, holding period, risk tolerance) before generating 8-phase due diligence prompts aligned with professional standards.

snipgrapher generates image snippets from source code with configurable rendering defaults, supporting batch operations for documentation and social assets via an npm-published command-line tool.

hooks-automation describes an automated coordination layer for claude code operations via pre/post hooks and mcp integration, but lacks specifics on actual implementation, trigger conditions, failure handling, and measurable outcomes.

alicloud-ai-audio-tts-test validates the minimal request path for qwen tts integration, recording success or failure with exact error details.

loading-sequence covers core web vitals optimization by sequencing resource loads. scope is clear but execution detail is absent, making it unsuitable for direct application without substantial expansion.

security-scanning-security-sast covers static code analysis across multiple languages and frameworks, detecting common injection flaws, secrets, and framework-specific vulnerabilities via integrated scanning tools.

deepchem covers molecular property prediction, drug discovery, and materials design via graph neural networks, featurization, and pretrained models. lacks actionable procedure detail.

web-reader extracts page titles, html, metadata, and plain text from urls via z-ai-web-dev-sdk. supports cli and sdk modes with caching and rate limiting, but procedure lacks actionable steps and trigger phrases are generic.

developer-growth-analysis examines your recent code interactions to surface development patterns and gaps, then sources learning resources and delivers findings to slack. process is largely descriptive rather than procedurally rigorous.

java-spring-development covers foundational spring boot patterns and architectural preferences, but lacks executable procedures and specific failure-mode handling required for skill-based guidance.

roadmap-update handles creation and reprioritization of product roadmaps via argument-driven workflow, though execution steps remain incomplete and lack specific platform integration details.

persona-exec-assistant wraps google workspace APIs (gmail, calendar, drive, chat) into daily executive support workflows: standup reports, meeting prep, and inbox triage. lacks error handling and treats happy path as sufficient.

image-taste-frontend targets visual web design tasks by generating design images first, then converting them to code. covers hero sections, landing pages, and marketing sites where aesthetic quality drives implementation.

generates content scaffolding for integration and plugin pages targeting saas products. covers platform identification and basic page structure but lacks systematic guidance for creation, optimization, or auditing workflows.

lead-research-assistant supports sales prep by documenting research targets like company backgrounds, decision-makers, and pain points, but lacks executable procedure and trigger specificity.

tanstack-devtools consolidates debugging interfaces for tanstack libraries into a single extensible panel with real-time state inspection and plugin support, currently in alpha.

context-engineering-collection aggregates guidance on agent context management, multi-agent patterns, and production system operations. limited procedural specificity, no numbered steps or failure mode coverage.

security-reviewer identifies vulnerabilities through sast scans and dependency audits, producing severity-rated findings with remediation guidance. lacks concrete procedural steps and error handling.

mmx-cli wraps the minimax ai platform for text, image, video, speech, and music generation. covers auth setup and basic cli invocation but lacks substantive procedural depth.

sales-enablement generates collateral for B2B sales teams including pitch decks, one-pagers, objection handlers, and demo scripts by gathering product context and value propositions.

converts markdown or html to powerpoint slides via marp, supporting theme customization and multiple output formats including pdf and html.

multi-search spins up parallel research agents to decompose topics and generate structured reports with citations. accepts files, paste, or explicit topics. lacks procedural clarity and actionable failure recovery.

m03-mutability guides rust developers through understanding when and how mutation is necessary. it reframes borrowing errors as design questions rather than compiler obstacles.

persona-customer-support orchestrates ticket triage, task creation, and escalation across gmail, sheets, and chat. lacks specificity on decision logic, failure handling, and trigger conditions.

lark-base covers feishu multidimensional table operations via lark-cli, including search, table creation, field management, record i/o, sharing, views, and workflow. incomplete instruction set with heavy external doc dependencies.

ppt-visual offers slide layout patterns, design specs, and styling guidance for creating visual hierarchies in presentations. advisory-only, requires manual powerpoint implementation.

trading-signal retrieves on-chain smart money buy/sell signals from bsc and solana, returning price comparisons, exit rates, and performance metrics for professional investor tracking.

travel-planner handles trip itineraries, budgets, destination research, and cultural guidance with preference tracking, but lacks actionable procedures and failure mode awareness.

glossary-page-generator scaffolds glossary content and structure with attention to seo and internal linking patterns, but lacks concrete procedures and failure handling.

browser automation cli for agents supporting chromium, chrome, and remote browsers. covers navigation, form interaction, data extraction, and javascript execution with session persistence.

office-automation provides python-based utilities for reading, writing, and batch processing word and excel files. template substitution and pivot table support are built in, but procedural details are sparse.

testimonials-generator provides guidance on testimonial design and placement to improve conversion, with context-aware persona matching and format selection. structure and decision logic are underdeveloped.

onboarding guidance for individual developers starting with google cloud, covering account setup, billing configuration, and initial resource deployment.

the-news aggregates front-page headlines from 40+ sources across 20 countries in live and archive modes, returning json with ai-generated overviews for breaking news tracking and comparative media analysis.

product-launch-video routes promotional video requests to a hyperframes orchestrator, capturing product details and constructing frame-by-frame output, but the procedure is incomplete and assumes deep familiarity with undocumented reference files.

gws-gmail-triage retrieves and displays unread inbox messages with sender, subject, and date metadata. supports filtering by query and label inclusion, outputs as table or json.

content-strategy-sms frames a social media strategy workflow but lacks actionable procedure depth. trigger phrases are plausible and varied, but the skill stops after describing roles and initial context-checking, leaving most execution undefined.