Claude Skills by majinmagros

Use when output ships to users, production, or compliance review and needs adversarial verification. Triggers on \"santa-method\", \"santa method\", \"method\".

Enforce a deterministic SAST gate inside a coding-agent workflow (issue to PR): scanner via API as script node, agent forced to iterate until green, PR readied only on clean scan. Use when securing agentic code, adding vulnerability gates, fixing CVEs in AI-generated code, choosing scan-in-workflow vs CI-only scanning. Gatilhos PT: gate de segurança, scan SAST no workflow, vulnerabilidade em código de agente, CVE em dependência, PR só no verde. Gatilhos EN: SAST gate, deterministic security g...

Use when direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring. Triggers on \"scientific-db-pubmed-database\", \"scientific db pubmed database\", \"database\".

Use when uSPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs. Triggers on \"scientific-db-uspto-database\", \"scientific db uspto database\", \"database\".

Use when gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs. Triggers on \"scientific-pkg-gget\", \"scientific pkg gget\", \"gget\".

Use when systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging. Triggers on \"scientific-thinking-literature-review\", \"scientific thinking literature review\", \"review\".

Use when structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. Triggers on \"scientific-thinking-scholar-evaluation\", \"scientific thinking scholar evaluation\", \"evaluation\".

Run a demanding task through a generator-evaluator loop with a cutoff grade — the agent builds at high performance standard, an evaluator tests and grades the result against a predefined weighted rubric, and if the score is below the threshold the work is redone and re-graded until it passes or the iteration budget is exhausted. Use when a task must reach a minimum quality score (e.g. 85/100) before it is considered finished. Also covers warm-start: persist the winning strategy ("sabão venced...

Use when research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent. Triggers on \"search-first\", \"search first\", \"first\".

Detecta quando uma resposta de busca gerada por IA (Google AI Overviews, respostas de ChatGPT/Perplexity/Claude com "busca", resumos automáticos) alucina ou confabula fatos. Gatilho: usuário pede para checar/validar/confirmar uma resposta de IA, desconfia de "AI Overview", quer saber se um resumo automático está correto, ou precisa auditar claims de um agente de busca antes de confiar/publicar. Não-gatilho: não é revisão de texto próprio do usuário (use clareza); não é aconselhamento jurídico...

Use when hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only findings. Triggers on \"security-bounty-hunter\", \"security bounty hunter\", \"hunter\".

Use when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Manual checklist for stack-agnostic reviews. Only for manual review — not for automated SaaS scanning. Triggers on \"security-review\", \"security review\", \"review\".

Use when scan your Claude Code configuration (.claude/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. Checks CLAUDE.md, settings.json, MCP servers, hooks, and agent definitions. Triggers on \"security-scan\", \"security scan\", \"scan\".

Govern a self-improvement ladder B0-L5 for agent loops: experience bank, reusable repair procedures, structural-vs-effective gate, anti-benchmark-gaming. Use quando o loop deve melhorar sozinho, auditar autoaperfeiçoamento, decidir se recursão é estrutural ou efetiva. Triggers PT: escada de autoaperfeiçoamento, banco de experiências, recursão estrutural vs efetiva, benchmark gaming, melhorar o produtor. Triggers EN: self-improvement ladder, experience bank, structural vs effective recursion, ...

Use when designing a skill that improves itself from per-use feedback logs with wrap-up reviews and promotion of learnings to rules. Triggers on \"self-improving skill\", \"feedback log\", \"skill wrap-up\", \"promote learnings\". Non-triggers: one-shot skill authoring with no learning loop (use skill-creator-methodology). Outcome: feedback log template plus wrap-up checklist plus promotion rule plus convergence tracker.

Audit, plan, and implement SEO improvements across technical SEO, on-page optimization, structured data, Core Web Vitals, and content strategy. Use when the user wants better search visibility, SEO remediation, schema markup, sitemap/robots work, or keyword mapping.

Use when orchestrating multiple Claude Code sessions that talk to each other by name — session-to-session handoff, parallel sessions (e.g. one researches while another builds), supervisor loop scoring candidates 0-100, and model routing (cheap executor + strong supervisor). Triggers on "sessões conversando", "session handoff", "supervisor loop", "orquestrar sessões", "nota 0-100", "uma sessão manda para a outra".

Use when generating an interactive bash wizard to guide a human through manual operational steps that AI cannot perform (infrastructure provisioning, credential setup, third-party dashboard navigation, one-off migrations). Triggers on "wizard", "bash wizard", "passo a passo interativo", "guiar humano".

Use when cloning any existing website into a new stack with Claude Code: extract screenshots plus HTML/fonts/colors, download assets, rebuild section by section with parallel agents, and verify with visual diff. Triggers on \"clone website\", \"site clone\", \"wordpress migration\", \"restack site\". Non-triggers: designing a new site from scratch (use cloud-design-prototyping). Outcome: a Next/React plus Tailwind plus TS repo that matches the source layout section by section.

Use when visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines. Triggers on \"skill-comply\", \"skill comply\", \"comply\".

Use when creating reusable skills from scratch — detect repetition, document process, create, test, version, share. Triggers on "criar skill methodology", "metodologia criar skill", "skill creator process", "como criar skill", "skill development lifecycle".

Use when deciding if a skill earns its tokens via paired A/B evals with and without the skill, scored by an independent rubric with cost and time deltas. Triggers on \"skill eval\", \"skill A/B\", \"skills 2.0 eval\", \"keep or drop skill\", \"description eval\". Non-triggers: obedience-only checks (use skill-comply), agent tool benchmarking (use agent-eval). Outcome: a keep/drop verdict per skill and model with quality delta, token/time cost, and an HTML report.

Track skill and agent usage in real time with the execution dashboard. Use when need visibility into multi-agent orchestration, skill usage stats, or execution logs. Triggers on \"execution dashboard\", \"skill usage\", \"agent monitoring\", \"orchestration visibility\", \"dashboard tracker\"

Use when the user needs one entrypoint to navigate a large skill set — find the right skill by intent, compare similar skills, and choose keep / merge / cut / load paths before doing work.

Search existing local, marketplace, GitHub, and web skill sources before creating a new skill. Use when the user wants to create, build, fork, or find a skill for a workflow.

Use when auditing Claude skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent batch evaluation.

Use when running a native Slack agent via Tag with decoupled UI, fan-out code review, agent-written MapReduce harness, HTML artifacts, and daily loops. Triggers on \"Slack Tag\", \"Slack agent\", \"fan-out review\", \"MapReduce harness\". Non-triggers: file-only async work with no Slack surface (use claude-cowork-patterns). Outcome: a Slack-native Tag operator with mock-to-monitor funnel and adversarial review.

Weighted social-graph ranking for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use when the user wants the reusable graph-ranking engine itself, not the broader outreach or network-maintenance workflow layered on top of it.

Agent-driven scheduling and publishing of social media posts across 13 platforms via SocialClaw. Use when the user wants to publish to X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, or Pinterest — or when managing campaigns, uploading media, or monitoring post delivery status.

Use when interface for World Labs Marble/LWM APIs (3D scene generation, spatial reasoning, robotics integration). Benchmarks spatial tasks (object permanence, physics prediction, affordance detection). Integrates with robotics. Triggers on \"spatial-intelligence-world-models\", \"spatial intelligence world models\", \"models\".

Use when doing spec-driven development with Spec Kit (Astral/GitHub) — CLI workflow: `constitution` → `specify` → `plan` → `tasks` → `implement` with automatic git branching per spec, project constitution memory, and UV package manager. Triggers on "spec kit", "spec-driven", "specify plan tasks implement", "constitution spec", "branch por spec", "UV astral". Não use para planejamento genérico (isso é `blueprint`/`plan`/`orch-*`); Spec Kit é tool concreta com CLI própria e fluxo opinionado.

Use when spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work. Triggers on \"springboot-patterns\", \"springboot patterns\", \"patterns\".

Use when spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services. Triggers on \"springboot-security\", \"springboot security\", \"security\".

Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring.

Use when verifying Spring Boot services before PRs, after refactors, or pre-deploy. Triggers on \"springboot-verification\", \"springboot verification\", \"verification\".

Use when building an AI agent squad from scratch through owner interviews, external research, role design, and gated rollout. Triggers on \"squad builder\", \"agent team from scratch\", \"open squad\", \"discover interview agents\", \"five roles squad\". Non-triggers: picking ready-made agents from a list (use team-builder). Outcome: a five-role squad with researched briefs, image and publish skills wired, and human sign-off recorded at every gate.

Use when suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction. Triggers on \"strategic-compact\", \"strategic compact\", \"compact\".

Use when integrating Stripe webhooks — payment_intent, charge, customer events, signature verification (stripe-signature), raw body, idempotency, replay protection, ngrok tunnelling, Stripe CLI. Covers Express/Fastify/Next.js pattern. Triggers on \"stripe webhook\", \"stripe signature\", \"webhook secret\", \"payment_intent succeeded\", \"stripe ngrok\", \"constructEvent\", \"handle Stripe event\".

Use when guarding sub-agent token costs — 7x multiplier detection, main context vs fork decision, fast mode guardrail, cache rebuild penalty. Triggers on "sub-agent cost guard", "sub-agent token optimizer", "claude sub-agent cost", "fast mode guardrail", "sub-agent token limit", "api credits guardrail".

Use when routing LLM calls by subscription tier allowance — Codex/Claude weekly allowances, cache-aware routing, fast mode, banked resets, GLM $18 budget. Triggers on "subscription tier routing", "weekly allowance routing", "cache aware routing", "banked resets", "glm budget tier".

Use when executing multi-step work in this project. Triggers on "tdd", "testes", "superpowers", "pequenas tarefas", "aprovação", "break the task down", "verify first". Encodes the Superpowers workflow: break work into small verifiable tasks, write verification/tests first, get user approval before proceeding to each step.

QA de agentes de suporte com golden set adversarial e relatorio client-ready. Use para auditar chatbot de suporte, testar refund/billing/exclusao/privacidade, versionar policy e provar evolucao. Triggers PT: auditar agente de suporte, testar chatbot, golden set suporte, relatorio de QA. Triggers EN: support agent QA, mystery shop AI agent, adversarial support tests, agent report card.

Go/no-go checklist BEFORE running an agent swarm (sandbox, DoD + bail-out, per-thread budget, referee/canonical, mailbox/locks). Use when the user says "rodar swarm", "subir enxame de agentes", "multi-agente em paralelo", "vale a pena swarm?", or in EN "run a swarm", "spawn agent swarm", "swarm readiness", "swarm go/no-go", "swarm guardrails check".

Use when thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design. Triggers on \"swift-actor-persistence\", \"swift actor persistence\", \"persistence\".

Use when adopting Swift 6.2 Approachable Concurrency, MainActor isolation, or @concurrent offloading. Triggers on \"swift-concurrency-6-2\", \"swift concurrency 6 2\".

Use when protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing. Triggers on \"swift-protocol-di-testing\", \"swift protocol di testing\", \"testing\".

Use when swiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices. Triggers on \"swiftui-patterns\", \"swiftui patterns\", \"patterns\".

Triagem rapida com modelo barato via bundle Choice Score Prob para routing, refund, urgencia e frustracao. Use para classificar ticket, priorizar fila, detectar urgencia e decidir human review. Triggers PT: triar ticket, classificar suporte, detectar urgencia, routing por departamento. Triggers EN: triage tickets, fast judgment layer, cheap classifier routing, urgency detection.

Use when building a music video, lyric video, fancam, or short-form edit where the feel matters — angelcore / cloud-trance / hyperpop direction, mood, and beat-synced grammar. Triggers on \"taste\", \"angelcore\", \"music video\", \"edit direction\".

Use when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests. Use for any stack via test-runner detection. Triggers on \"tdd-workflow\", \"tdd workflow\", \"workflow\".