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Using Toolkit

  • 67 installs
  • 1 repo stars
  • Updated March 16, 2026
  • pixel-process-ug/superkit-agents

Helps with ai & agent building tasks.

About

using-toolkit is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.

  • using-toolkit
  • AI & Agent Building
  • AI-coding skill

Using Toolkit by the numbers

  • 67 all-time installs (skills.sh)
  • +3 installs in the week ending Aug 4, 2026 (Skillselion tracking)
  • Ranked #5,935 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 4, 2026 (Skillselion catalog sync)
npx skills add https://github.com/pixel-process-ug/superkit-agents --skill using-toolkit

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Listed on Skillselion
Installs67
repo stars1
Last updatedMarch 16, 2026
Repositorypixel-process-ug/superkit-agents

What it does

Helps with ai & agent building tasks.

Files

SKILL.mdMarkdownGitHub ↗

<EXTREMELY-IMPORTANT> If you think there is even a 1% chance a skill might apply to what you are doing, you ABSOLUTELY MUST invoke the skill.

IF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.

This is not negotiable. This is not optional. You cannot rationalize your way out of this. </EXTREMELY-IMPORTANT>

Overview

Master catalog and dispatch system for all 64 toolkit skills. Ensures proper skill identification at conversation start.

How to Access Skills

In Claude Code: Use the Skill tool. When you invoke a skill, its content is loaded and presented to you — follow it directly. Never use the Read tool on skill files.

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Phase 1: Skill Identification

Before ANY action: scan catalog, identify ALL matching skills (even 1% relevance), invoke via Skill tool.

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Phase 2: Skill Prioritization

Invoke in order: (1) Process (brainstorming, planning) → (2) Specialist (frontend, backend, architect) → (3) Quality (TDD, review) → (4) Docs → (5) Design → (6) Ops → (7) Terminal (verification).

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Phase 3: Skill Execution

Rigid skills: Follow exactly. Flexible skills: Adapt to context. Always invoke verification-before-completion before claiming done.

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Available Skills (64 Total)

Core Skills (6)

SkillWhen to Use
using-toolkitSession start — establishes skill usage
self-learningStarting work on unfamiliar projects, or when corrected
resilient-executionWhen an approach fails — ensures retry with alternatives
circuit-breakerAutonomous loops, repeated operations, stagnation detection
auto-improvementSelf-improving system, tracks effectiveness, learns from errors
verification-before-completionBefore claiming ANY task is complete

Process & Workflow Skills (9)

SkillWhen to Use
planningBefore ANY implementation — forces structured planning
brainstormingBefore creative work — exploring ideas, features, designs
task-managementBreaking work into tracked steps during implementation
executing-plansExecuting approved plan documents step by step
subagent-driven-developmentMulti-task execution with two-stage review gates
dispatching-parallel-agentsRunning multiple independent tasks concurrently
autonomous-loopRalph-style iterative autonomous development loops
ralph-statusEnd of every autonomous loop iteration — structured progress reporting
task-decompositionHierarchical task breakdown, dependency mapping, parallelization

Quality Assurance Skills (17)

SkillWhen to Use
code-reviewAfter completing tasks, before committing
test-driven-developmentWriting any new code (RED-GREEN-REFACTOR)
systematic-debuggingInvestigating bugs, errors, unexpected behavior
testing-strategyChoosing testing approach for a project
security-reviewReviewing for vulnerabilities, auth, input validation
performance-optimizationOptimizing speed, reducing load times
acceptance-testingValidating implementation meets spec acceptance criteria
llm-as-judgeEvaluating subjective quality (tone, UX, readability, aesthetics)
senior-frontendReact/Next.js/TypeScript specialist with >85% test coverage
senior-backendAPI design, microservices, event-driven architecture
senior-architectSystem design, scalability, trade-off analysis, ADRs
senior-fullstackEnd-to-end development across the full stack
clean-codeSOLID, DRY, code smells, refactoring patterns
react-best-practicesReact hooks, context, suspense, server components
webapp-testingPlaywright-based web testing, screenshots, browser logs
senior-prompt-engineerPrompt design, optimization, chain-of-thought
senior-data-scientistML pipelines, statistical analysis, experiment design

Documentation Skills (5)

SkillWhen to Use
prd-generationGenerating Product Requirements Documents
tech-docs-generatorGenerating or updating technical documentation
writing-skillsCreating new skills, commands, or agent definitions
spec-writingWriting specifications with JTBD methodology and acceptance criteria
reverse-engineering-specsGenerating implementation-free specs from existing codebases

Design Skills (3)

SkillWhen to Use
api-designDesigning API endpoints and generating specs
frontend-ui-designComponent architecture, responsive design, accessibility
database-schema-designData modeling, migrations, indexing

Operations Skills (7)

SkillWhen to Use
deploymentSetting up CI/CD pipelines and deploy checklists
using-git-worktreesCreating isolated development environments
finishing-a-development-branchCompleting work on a branch, preparing to merge
git-commit-helperConventional commits, semantic versioning, changelogs
senior-devopsCI/CD, Docker, Kubernetes, infrastructure-as-code
mcp-builderMCP server development, tools, resources, transport layers
agent-developmentBuilding AI agents, tool use, memory, planning

Creative Skills (6)

SkillWhen to Use
ui-ux-pro-maxFull UI/UX design intelligence with styles, palettes, fonts, UX guidelines
ui-design-systemDesign tokens, component libraries, Tailwind CSS, responsive patterns
canvas-designHTML Canvas, SVG, data visualization, generative art
mobile-designReact Native, Flutter, SwiftUI, platform HIG compliance
ux-researcher-designerUser research, personas, journey maps, usability testing
artifacts-builderGenerate standalone artifacts, interactive demos, prototypes

Business Skills (3)

SkillWhen to Use
seo-optimizerTechnical SEO, meta tags, structured data, Core Web Vitals
content-research-writerResearch methodology, long-form content, citations
content-creatorMarketing copy, social media, brand voice

Document Processing Skills (3)

SkillWhen to Use
docx-processingWord document generation, template filling
pdf-processingPDF generation, form filling, OCR, merge/split
xlsx-processingExcel manipulation, formulas, charts

Frameworks & Languages Skills (3)

SkillWhen to Use
laravel-specialistLaravel development — Eloquent, Blade, Livewire, queues, Pest
php-specialistModern PHP 8.x — PSR standards, static analysis, Composer
laravel-boostLaravel Boost performance optimization — caching, queries, N+1

Productivity Skills (1)

SkillWhen to Use
file-organizerProject structure, file naming, directory architecture

Communication Skills (1)

SkillWhen to Use
email-composerProfessional email drafting, tone adjustment

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Decision Table: Choosing the Right Skill

User Request ContainsPrimary SkillSupporting Skills
"build", "implement", "create feature"planningbrainstorming, tdd, code-review
"fix", "bug", "error", "broken"systematic-debuggingtdd, resilient-execution
"test", "coverage", "spec"test-driven-developmenttesting-strategy, acceptance-testing
"review", "check", "audit"code-reviewsecurity-review, clean-code
"plan", "how should we"planningbrainstorming, task-decomposition
"deploy", "CI/CD", "pipeline"deploymentsenior-devops
"API", "endpoint", "REST", "GraphQL"api-designsenior-backend
"React", "Next.js", "component"senior-frontendreact-best-practices, frontend-ui-design
"Laravel", "Eloquent", "Blade", "Livewire"laravel-specialistphp-specialist, laravel-boost
"PHP", "Composer", "PSR"php-specialistlaravel-specialist
"database", "schema", "migration"database-schema-designsenior-backend
"design", "UI", "UX"ui-ux-pro-maxui-design-system, frontend-ui-design
"mobile", "iOS", "Android"mobile-designui-ux-pro-max
"document", "docs", "README"tech-docs-generatorprd-generation
"spec", "requirements", "PRD"spec-writingprd-generation
"autonomous", "loop", "ralph"autonomous-loopralph-status, circuit-breaker
"performance", "optimize", "slow"performance-optimizationlaravel-boost
"security", "vulnerability", "auth"security-reviewsenior-backend
"SEO", "meta tags", "search engine"seo-optimizercontent-research-writer
"email", "draft", "compose"email-composercontent-creator
"PDF", "Word", "Excel"pdf-processing / docx-processing / xlsx-processing
"agent", "AI", "tool use"agent-developmentmcp-builder
"MCP", "server", "transport"mcp-builderagent-development

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Workflow Patterns

PatternSkill Chain
"Build feature X"brainstorming -> planning -> executing-plans -> code-review -> verification
"Fix bug Y"systematic-debugging -> TDD -> code-review -> verification
"Write new code"test-driven-development (always)
"Run autonomously"autonomous-loop -> ralph-status -> circuit-breaker
"Write specs"spec-writing (JTBD methodology)
"Understand legacy code"reverse-engineering-specs -> spec-writing (audit)
"Check acceptance criteria"acceptance-testing (backpressure chain)
"Validate subjective quality"llm-as-judge (rubric-based evaluation)
"Document the API"tech-docs-generator or api-design
"Create a PRD for Z"prd-generation
"Set up CI/CD"deployment
"How should we test?"testing-strategy
"Design the database"database-schema-design
"Build a UI component"frontend-ui-design
"Check for security issues"security-review
"Make it faster"performance-optimization
"Done with this branch"finishing-a-development-branch
"Design a UI"ui-ux-pro-max -> ui-design-system -> frontend-ui-design
"Build mobile app"mobile-design -> planning -> tdd
"Optimize SEO"seo-optimizer
"Write marketing copy"content-creator
"Process documents"docx-processing / pdf-processing / xlsx-processing
"Compose email"email-composer
"Build an AI agent"agent-development -> planning -> tdd
"Set up infrastructure"senior-devops -> deployment
"Decompose complex task"task-decomposition -> dispatching-parallel-agents
"Build Laravel feature"laravel-specialist -> planning -> tdd -> code-review
"Optimize Laravel app"laravel-boost -> performance-optimization -> verification
"Write PHP code"php-specialist -> tdd -> clean-code

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Anti-Patterns

  • Never skip skill check for "simple" tasks — always check catalog
  • Never invoke skills from memory — use Skill tool for current version
  • Never read skill files with Read tool — use Skill tool
  • Never skip verification — always invoke verification-before-completion last
  • Never respond before checking skills — skill check is ALWAYS first

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Anti-Rationalization Guards

If you think "This is just simple / I need context first / Let me explore first / This doesn't need a skill / I remember this skill / The skill is overkill / I'll do one thing first" — STOP. Check for skills FIRST. No exceptions.

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Integration Points

Key integrations: self-learning (project context), verification-before-completion (terminal checkpoint), circuit-breaker (stall safety), auto-improvement (effectiveness tracking), planning (most common first skill), resilient-execution (failure recovery).

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Core Rules

Plan before coding. TDD always. Verify completion with evidence. Review before merge. Use subagents for parallel work. Self-learn continuously. Try 3 approaches before escalating. Report RALPH_STATUS in loops. Protect config files. Write specs with acceptance criteria.

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Skill Types

Rigid (TDD, debugging, planning, verification, code-review, autonomous-loop, circuit-breaker, spec-writing, acceptance-testing): Follow exactly. Flexible (brainstorming, tech-docs, api-design, frontend, database, performance, security-review, prd-generation, laravel-specialist, php-specialist): Adapt to context.

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Find Missing Skills

npx skills find [query] to search, npx skills add <owner/repo@skill> -g -y to install. Prefer 1K+ weekly installs from reputable sources.

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Skill Type

RIGID — Skill checking is mandatory. Every task begins with a catalog scan. No exceptions. No rationalization.

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