github.com/softaworks/agent-toolkit
Skill | Added | Review |
|---|---|---|
c4-architecture Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram", "system context", "container diagram", "component diagram", "deployment diagram", "document architecture", "visualize architecture". | 87 1.69x Agent success vs baseline Impact 95% 1.69xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
backend-to-frontend-handoff-docs Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API', 'frontend handoff', or 'API documentation'. | 80 0.87x Agent success vs baseline Impact 63% 0.87xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
agent-md-refactor Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation. | 83 1.36x Agent success vs baseline Impact 94% 1.36xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
ship-learn-next Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest. | 33 1.56x Agent success vs baseline Impact 94% 1.56xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
openapi-to-typescript Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from OpenAPI, convert schema to TS, create API interfaces, or generate TypeScript types from an API specification. | 85 1.51x Agent success vs baseline Impact 100% 1.51xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
writing-clearly-and-concisely Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writing. | 88 1.01x Agent success vs baseline Impact 96% 1.01xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
web-to-markdown Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean Markdown by calling the local web2md CLI (Puppeteer + Readability), suitable for JS-rendered pages. | 77 1.68x Agent success vs baseline Impact 74% 1.68xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 3027f20 | |
skill-judge Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill packages. Provides multi-dimensional scoring and actionable improvement suggestions. | 81 1.61x Agent success vs baseline Impact 100% 1.61xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
session-handoff Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work session ending, (5) user says 'save state', 'create handoff', 'I need to pause', 'context is getting full', (6) resuming work with 'load handoff', 'resume from', 'continue where we left off'. Proactively suggests handoffs after substantial work (multiple file edits, complex debugging, architecture decisions). Solves long-running agent context exhaustion by enabling fresh agents to continue with zero ambiguity. | 96 1.02x Agent success vs baseline Impact 89% 1.02xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
requirements-clarity Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core questions - Why? (YAGNI check) and Simpler? (KISS check) - to ensure clarity before coding. | 76 1.63x Agent success vs baseline Impact 100% 1.63xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
reducing-entropy Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion. | 84 1.16x Agent success vs baseline Impact 92% 1.16xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
react-useeffect React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization. Teaches when NOT to use Effect and better alternatives. | 89 1.02x Agent success vs baseline Impact 95% 1.02xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
react-dev This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including generic components, proper event typing, and routing integration (TanStack Router, React Router). | 92 1.15x Agent success vs baseline Impact 95% 1.15xAverage score across 5 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
qa-test-planner Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation. | 82 1.58x Agent success vs baseline Impact 95% 1.58xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 3027f20 | |
professional-communication Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. Use when drafting professional messages, preparing meeting communications, or improving written communication. | 86 1.04x Agent success vs baseline Impact 95% 1.04xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
plugin-forge Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a marketplace, adding plugin components (commands, agents, hooks), bumping plugin versions, or working with plugin.json/marketplace.json manifests. | 93 1.41x Agent success vs baseline Impact 95% 1.41xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 3027f20 | |
perplexity Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use Context7) or workspace questions. | 93 1.62x Agent success vs baseline Impact 99% 1.62xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 3027f20 | |
naming-analyzer Suggest better variable, function, and class names based on context and conventions. | 64 1.21x Agent success vs baseline Impact 100% 1.21xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
mui Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MUI components, styling with sx prop, theme customization, or MUI utilities. | 90 1.24x Agent success vs baseline Impact 77% 1.24xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
mermaid-diagrams Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows. | 93 1.33x Agent success vs baseline Impact 92% 1.33xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
meme-factory Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+ popular templates with custom text and styling. | 91 0.98x Agent success vs baseline Impact 98% 0.98xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
marp-slide Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image layouts, and "make it look good" requests with automatic quality improvements. | 89 1.46x Agent success vs baseline Impact 88% 1.46xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
jira Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue key patterns. | 86 1.00x No change in agent success vs baseline Impact 79% 1.00xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 3027f20 | |
humanizer Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases. Credits: Original skill by @blader - https://github.com/blader/humanizer | 32 1.20x Agent success vs baseline Impact 96% 1.20xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 3027f20 | |
gepetto Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis. | 84 2.40x Agent success vs baseline Impact 96% 2.40xAverage score across 3 eval scenarios Securityby Advisory Suggest reviewing before use Reviewed: Version: 3027f20 |