Andersonlimahw
- 204 skills
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- 5 hours ago last updated
- ▌ Write Project Skill · andersonlimahwCreate global or project-local agent skills with concise SKILL.md files, progressive disclosure, and optional deterministic scripts. Use when the user wants new skills for a project, workspace, domain, or global AI setup.
- ▌ Prompts Project Understanding · andersonlimahwReady-to-paste prompts to understand a codebase fast and cut cognitive load — architecture deep-dives, auto-generated wikis, guided learning paths, and spec grilling before implementation.
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- ▌ Type Safe Contracts · andersonlimahwBuild provider-neutral typed AI contracts with JSON Schema validation, adapters for native or generic LMs, bounded repair, and explicit failure handling.
- ▌ Adversarial Setup Review · andersonlimahwPrincipal-engineer adversarial review for AI workspace setup changes, agent/skill topology, AGENTS.md/CLAUDE.md contracts, and plugin marketplace registration. Use when reviewing a PR, diff, or setup plan for overengineering, missing verification, broken orchestration, stale instructions, or weak agent boundaries.
- ▌ Build Agent Orchestrator · andersonlimahwDesign and create a project, workspace, or domain agent orchestrator with optional Spotify Squad-style subagents. Use when the user wants agents, subagents, a squad orchestrator, cross-repo coordination, or backend/frontend/mobile domain delegation.
- ▌ Smart Sub Agents · andersonlimahw bundleCreates and routes portable subagents by harness, provider, model, and effort, with optional calibrated typed-decision routing and safety floors. Use when a task needs explicit model selection, multi-provider delegation, dynamic effort, parallel subagents, probability-based routing, or configuration for Claude Code, Codex, OpenCode, Antigravity, Gemini CLI, or lemon-code.
- ▌ Worktree Janitor · andersonlimahw bundleLimpa worktrees git abandonadas por agentes de IA (Claude Code, Codex, Gemini CLI, Agy/Antigravity, OpenCode, Cursor) em todos os projetos da máquina, com autorização explícita do usuário e relatório HTML autocontido. Classifica cada worktree por risco — órfã, mergeada, upstream removido, sem commits próprios, stale, suja, ativa, protegida — lista projetos/branches/diretórios antes de remover qualquer coisa, aplica só a seleção aprovada e gera undo.sh. Use quando o usuário pedir para limpar worktrees, remover worktrees órfãs ou mergeadas, fazer faxina de branches de agentes, liberar espaço de worktrees, auditar worktrees da máquina, ou disser "limpar worktrees", "worktree cleanup", "faxina de worktrees", "clean worktrees", "remover worktrees antigas", "relatório de worktrees".
- ▌ Opencode Subagent · andersonlimahw bundle> Cross-harness skill that teaches Claude Code, Codex (OpenAI), and Antigravity (Agy) how to use OpenCode as a subagent. Covers delegation triggers, task formatting, provider routing, result handling, and the complete protocol for efficient subagent orchestration.
- ▌ Postman Generator · andersonlimahw bundleGenerate complete Postman collections and environments from OpenAPI/Swagger specs or code routing files. Includes rich JS tests validating RESTful compliance (status codes, body schema, response headers) and automates Newman setup/execution.
- ▌ Security Guidance · andersonlimahw bundleSecurity review for generated code. Provides pattern warnings for known-dangerous patterns, LLM diff review for vulnerabilities, and agentic commit review.
- ▌ Task Interrogator · andersonlimahw bundleInterrogatório implacável para planos e designs, uma pergunta por vez, até chegar a entendimento compartilhado. Estressa planos antes de implementar, sem produzir artefatos. Use quando o usuário disser "interroga", "grilla", "stressa esse plano", "me entrevista sobre", "vale a pena fazer isso?", "o que pode dar errado?". Se o objetivo também for gerar documentação (CONTEXT.md, glossário, ADRs) durante o interrogatório, use doc-driven-grilling. Baseado em grill-me/grilling de Matt Pocock.
- ▌ Code Review Expert · andersonlimahw bundleRun both thermo-nuclear review (security/correctness) and thermo-nuclear-code-quality-review (maintainability/structure) subagents in parallel, then synthesize findings. Use for full-spectrum branch audits combining bug/security and code-quality passes. The plugin also includes `code-review-adversary` for interactive, mentor-style senior-vs-junior PR reviews.
- ▌ Prompts Typed Decisions · andersonlimahwReady-to-paste prompts for model-agnostic typed decisions — atomic choice/score/binary-probability design, provider adapters, runtime validation, uncertainty routing, and comparable token/cost benchmarks.
- ▌ Code Review Adversary · andersonlimahwAdversarial code review where the reviewer plays a senior/expert software engineer who owns and deeply knows this codebase, reviewing a Pull Request as if it was opened by a junior developer. Ships sensible defaults but offers interactive configuration: which model the reviewer uses, criticality/severity threshold, whether to post inline PR comments and then resolve them, review scope (working diff, staged, branch-vs-main, or a GitHub PR number), and optional auto-fix. Use when the user runs /code-review-adversary, says "review this PR as a senior", "adversarial review", "review as if I'm a junior", "revisa como sênior", "revisa essa PR com rigor", or wants a strict expert-grade review with mentoring feedback.
- ▌ Prompts Knowledge Notion · andersonlimahwReady-to-paste prompts for knowledge workflows — capturing decisions into Notion, meeting intelligence, research documentation, spec-to-implementation, and cross-session learning persistence.
- ▌ Context Handoff · andersonlimahwWrite compact handoff documents for AI workspace setup and agent orchestration work. Use when a session needs to transfer current decisions, suggested skills, open questions, and next actions to another agent or future session.
- ▌ Decision Design · andersonlimahwDecompose broad AI tasks into atomic Choice, Score, and Noul judgments; batch independent questions and compose results deterministically with confidence-aware routing.
- ▌ Token Benchmark · andersonlimahwMeasure baseline versus typed-decision pipelines using comparable token, call, latency, cost, retry, and quality data; generate honest Markdown reports and slides.
- ▌ Documentation Sync Loop · andersonlimahwDocumentation Sync Loop. Goal: keep docs truthful — no drift between code and the docs/guardrails that agents rely on.
- ▌ Power And Performance · andersonlimahwEndpoints for fetching diagnostic signatures and performance metrics.
- ▌ Prompts Engineering Quality · andersonlimahwReady-to-paste prompts for engineering quality — PR review with semantic commits, async-pattern audits, database indexing, security threat modeling, resilience/load testing, and i18n sync.
- ▌ Feature Development Loop · andersonlimahwFeature Development Loop. Goal: ship one new user-facing feature per iteration, fully behind the quality gate.
- ▌ Setup AI Workspace · andersonlimahwInteractive AI workspace setup wizard for projects, monorepos, workspaces, and product domains. Use when the user wants to configure AGENTS.md/CLAUDE.md, choose low/medium/high/max setup depth, create global or project skills, or design agent/subagent orchestration.
- ▌ Workspace Contract · andersonlimahwCreate or update AGENTS.md and CLAUDE.md workspace contracts for AI coding agents. Use when the user wants project instructions, symlink strategy, orchestrator routing, skill maps, or monorepo/domain AI configuration files.
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- ▌ Maintenance Security Loop · andersonlimahwMaintenance & Security Loop. Goal: keep dependencies current and the app free of known vulnerabilities — one safe batch per iteration.
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- ▌ Frontend Design · andersonlimahwGenerates distinctive, production-grade frontend interfaces with bold aesthetics, distinctive typography, and context-aware implementation. Avoids generic AI aesthetics.
- ▌ Prompts Product · andersonlimahwReady-to-paste prompts for product work — positioning, monetization funnels, onboarding, launches, and user-feedback instrumentation (exit surveys, NPS, tracking plans).
- ▌ Frontend Patterns · andersonlimahwFrontend development patterns and best practices. Use for component architecture, state management, CSS patterns, accessibility, performance optimization, and design system integration.
- ▌ Product Discovery · andersonlimahwProduct discovery and PRD creation. Use for writing PRDs, defining user stories, setting OKRs, feature prioritization, and product strategy.
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- ▌ Prompts Karpathy · andersonlimahwReady-to-paste prompts for the Karpathy method — behavioral guidelines while coding, the full recipe for medium/large work, review against the four principles, and the autonomous optimization loop.
- ▌ Squad Coordination · andersonlimahwOrchestration patterns for multi-agent squad coordination. Use when decomposing features into squad tasks, running standups, planning sprints, or managing cross-functional dependencies.
- ▌ QA Strategy · andersonlimahwTesting strategy and QA patterns. Use for test pyramid design, E2E test architecture, test automation frameworks, performance testing, and bug triage processes.
- ▌ UX Research · andersonlimahwUX research methodologies and frameworks. Use for user journey mapping, persona creation, heuristic evaluation, usability testing plans, and competitive analysis.
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- ▌ Agent Sdk Dev 2 · andersonlimahwA comprehensive skill for creating new Agent SDK applications. Guides through creating TypeScript or Python SDK apps with verification.
- ▌ Smart Handoff 2 · andersonlimahw bundleSave a resumable handoff when a session's context/usage budget is nearly exhausted, so any AI runtime (Claude Code, Codex, Antigravity/Agy, OpenCode, Gemini CLI, or any future agent) can pick the work up with zero lost context. Use proactively when you estimate you're at or above ~90-95% of your context window, token budget, or usage limit for this session, OR when the user explicitly asks to "save a handoff", "prepare handoff", "continue later", or invokes this skill by name.
- ▌ Data Pipeline · andersonlimahwData pipeline and analytics engineering patterns. Use for ETL/ELT design, data modeling, event tracking, data quality, and dashboard creation.
- ▌ New DB Schema · andersonlimahwDatabase schema design workflow. Use when creating or modifying database schemas, coordinating between backend, data, and QA engineers.
- ▌ New Repository · andersonlimahwNew repository bootstrap workflow. Use when creating a new project repository from scratch, setting up all the foundational tooling, CI/CD, and team conventions.
- ▌ CLI Wrapper Setup · andersonlimahwOne-shot setup that configures the CLI wrapper ecosystem across ALL AI harnesses (Claude Code, Gemini, Codex, Agy, OpenCode). Creates symlinks from Claude (single source of truth) to every other CLI, registers wrapper skills/agents in each harness, and injects the "prefer wrapped CLI" policy into each CLI's config file. Run once per machine or after adding a new CLI to the ecosystem.
- ▌ Devops Pipeline · andersonlimahwCI/CD pipeline and infrastructure patterns. Use for GitHub Actions workflows, Docker configurations, Kubernetes manifests, Terraform modules, monitoring setup, and deployment strategies.
- ▌ Mobile Patterns · andersonlimahwMobile development patterns and best practices. Use for cross-platform architecture, native module integration, navigation, offline-first, push notifications, and app store deployment.
- ▌ Adversary Review · andersonlimahwAdversarial code review and security audit. Use for thorough code review with a devil's advocate perspective, security vulnerability scanning, architecture review, and quality gates.
- ▌ Agile Ceremonies · andersonlimahwAgile ceremonies and rituals facilitation. Use for sprint planning, daily standups, sprint reviews, retrospectives, backlog grooming, and team health checks.
- ▌ Backend Patterns · andersonlimahwBackend development patterns and best practices. Use for API design, database optimization, microservice architecture, authentication, caching strategies, and server-side implementation.
- ▌ UI Design System · andersonlimahwUI design system creation and management. Use for design tokens, component specs, color palettes, typography scales, spacing systems, and visual consistency audits.
- ▌ Chrome QA Loop · andersonlimahw bundleReusable closed loop for exploratory QA over ANY live web app via the Chrome DevTools MCP. You trigger it → Claude navigates the app with full per-screen doc context → writes one markdown report per finding → you review → hand back for triage → fixes enter a Feature-Development loop. Product-agnostic: target URL, screen manifest and report paths come from chrome-qa-loop.config.json. Trigger with "/chrome-qa-loop", "qa loop", "explore the app", "test the live app", "chrome qa".
- ▌ Commit Quality · andersonlimahw bundleCommit message linting, atomic commit enforcement, and changelog generation. Validates Conventional Commits format, warns on oversized diffs, detects mixed-concern commits, and generates changelog from history. Use when setting up commit standards, reviewing commit hygiene, or generating a release changelog.
- ▌ Karpathy Graph · andersonlimahw bundleBuild typed, provenance-tracked knowledge graphs from any context — documents, codebases, incidents, research — so one or many AI agents share durable memory instead of copying transcripts. Use when the user says "build a knowledge graph", "criar grafo", "map this codebase/domain", "graph these documents", "extract entities and relations", "ground this claim", "visualize the graph", or asks how facts, sources and experiments connect. Every claim carries a source, every merge is reversible, every answer cites edge ids. Writes to the given path, or to ./.karpathy-graphs/<graph-name>/ by default, and renders an interactive HTML explorer for humans.
- ▌ Smart Dispatch · andersonlimahw bundleRoutes tasks to the cheapest adequate agent, model, or provider using deterministic bypasses, calibrated escalation, and optional typed option scoring through smart-sub-agents. Use for features, fixes, refactors, or multi-step development where model tier, effort, cost, latency, or verification strategy matters.
- ▌ Bug Diagnostics · andersonlimahw bundleLoop de diagnóstico para bugs difíceis e regressões de performance. Feedback loop → reprodução → hipóteses → instrumentação → fix + teste → cleanup. Use quando o usuário disser "diagnosticar"/"debugar isso", ou relatar algo quebrado/lançando exceção/falhando/lento.
- ▌ Bundle Analyzer · andersonlimahw bundleJavaScript/TypeScript bundle size analysis, tree-shaking audit, and code splitting recommendations. Identifies heavy dependencies, duplicate packages, unused imports, and suggests dynamic imports and lazy loading. Use when bundle is too large, Lighthouse score is low, or user wants to optimize web app loading performance.
- ▌ Firebase Expert · andersonlimahw bundleFirebase expert covering Firebase CLI, Firebase App Distribution, Crashlytics deobfuscation, Hosting deploys, Functions deploys, and the Firebase MCP Server. Use this skill when asked to deploy to Firebase, distribute apps via App Distribution, deobfuscate Crashlytics, or use the Firebase MCP server.
- ▌ Incident Center · andersonlimahw bundleIncident tracking, MTTR/MTTD metrics, and postmortem library. Manages the full incident lifecycle from declaration to postmortem close. Use when declaring a new incident, reviewing MTTR trends, searching for similar past incidents, or tracking open action items from postmortems.
- ▌ Karpathy Recipe · andersonlimahw bundleApplies Karpathy's "A Recipe for Training Neural Networks" adapted to software engineering. Forces a minimum runnable baseline before optimizing, one knob at a time, with verifiable eval at the beginning. Use when implementing a new feature, doing a non-trivial refactor, integrating an external service, or when the user says "implement X from scratch", "how to start feature Y", "recipe", "incremental approach", "baseline first".
- ▌ Session Handoff · andersonlimahw bundleCompacta a conversa atual em um documento de handoff para outro agent continuar o trabalho. Preserva o contexto sem duplicar artefatos.
- ▌ Skill Authoring · andersonlimahw bundleReference for creating and editing skills well — the vocabulary and principles that make a skill predictable. Covers invocation, information hierarchy, granularity, steering, pruning, and failure modes.
- ▌ Skills Cookbook · andersonlimahw bundleExample-prompt cookbook for the hub's skills — recipes, combos, and anti-patterns. Use when the user wants example prompts, asks how to use or combine skills (project understanding, feedback loops, product, marketing, design/frontend), or wants to reduce cognitive load while navigating the skill catalog.
- ▌ Prompts Apis Clis · andersonlimahwReady-to-paste prompts for API and CLI tooling — OpenAPI specs from code, Postman collections, agent-friendly CLI design, generated CLIs from specs, and wrapping external CLIs for token savings.
- ▌ Prompts Marketing · andersonlimahwReady-to-paste prompts for marketing execution — persuasive copywriting, classic SEO plus AI-search optimization, email sequences, social distribution, and brand voice.
- ▌ AI Tuning Loop · andersonlimahwAI Tuning Loop. Goal: raise chat answer quality for one agent + category per iteration.
- ▌ App Metadata · andersonlimahwEndpoints for managing app screenshots, product pages, and localizations.
- ▌ Provisioning · andersonlimahwEndpoints for managing certificates, devices, profiles, and bundle IDs.
- ▌ Agent Sdk Verifier Py · andersonlimahwThoroughly verifies Python Agent SDK applications for correct setup and best practices.
- ▌ Loop Invariants · andersonlimahwUniversal rules and invariants that every Agentic Value Loop must follow.
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- ▌ Karpathy Graph Build · andersonlimahwStage 3 of the karpathy-graph pipeline, and the end-to-end entry point. Create a graph, assemble validated writes with provenance, and produce the machine and human artifacts. Use when the user asks to build or create a knowledge graph from a context, to add facts to an existing graph, or when running the whole extract-resolve-assemble-query pipeline in one go.
- ▌ Karpathy Graph Query · andersonlimahwStage 4 of the karpathy-graph pipeline. Answer multi-hop questions from a knowledge graph by retrieving a bounded subgraph with edge citations, and ground or refute claims against actual graph paths. Use when the user asks a question that spans several facts, asks how two things connect, asks to verify or ground a claim, or when an agent needs task-specific context from an existing graph.
- ▌ Karpathy Graph Swarm · andersonlimahwFan the karpathy-graph pipeline out across parallel agents that share the graph as memory instead of copying transcripts. Use when the context is too large for one pass — hundreds of documents, a whole codebase, many independent hypotheses — or when the user asks to parallelize graph construction, run a swarm, or use multiple agents to build a graph.
- ▌ App Management · andersonlimahwEndpoints for managing apps, app infos, and app store versions in Apple Store Connect.
- ▌ Prompts Data Backend · andersonlimahwReady-to-paste prompts for data and backend — Supabase with Postgres best practices, Firebase operations, database advisory, and production incident response.
- ▌ Prompts Meta Harness · andersonlimahwReady-to-paste prompts for extending and operating the AI harness itself — prompt refinement, skill selection, decision-native routing, portable subagents, authoring skills and plugins, hooks, migration, and token economy.
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- ▌ Claude CLI · andersonlimahwWrapped access to Claude Code CLI. Captures claude --help, caches subcommands, validates flags against pre-built digest, post-processes output for minimal token consumption. Use for ANY Claude Code CLI invocation from this or other harnesses. Saves ~85% tokens vs raw claude help/output.
- ▌ Gemini CLI · andersonlimahwWrapped access to Gemini CLI. Captures gemini --help, caches subcommands, validates flags, post-processes output. Use for ANY Gemini CLI invocation from Claude Code or other harnesses. Saves ~85% tokens vs raw gemini output.
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- ▌ Opencode CLI · andersonlimahwWrapped access to OpenCode CLI. Captures opencode --help, caches subcommands, validates flags, post-processes output. Use for ANY OpenCode CLI invocation from Claude Code or other harnesses. Saves ~85% tokens vs raw opencode output.
- ▌ Git Bisect AI · andersonlimahwAI-guided git bisect for finding the exact commit that introduced a bug or regression. Automates the binary search, interprets test results, and identifies the responsible code change with full context. Use when you know a bug exists now but didn't exist before, or when a performance regression appeared somewhere in git history.
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- ▌ New Screen · andersonlimahwNew screen/page creation workflow. Use when adding a new screen or page to web or mobile application, coordinating between UX, UI, frontend, and mobile engineers.
- ▌ New Feature · andersonlimahwEnd-to-end new feature workflow for the squad. Use when starting a new feature from scratch, coordinating across all squad roles from product discovery through deployment.
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- ▌ App Store Review · andersonlimahw bundlePrepare for Apple App Store review and prevent rejections. Covers generic App Review guidelines, PrivacyInfo.xcprivacy and required-reason APIs, ATT, EU DMA, HIG, metadata, screenshots, entitlements, StoreKit/IAP, widgets, Live Activities, and submission workflow. Includes React Native, Expo, EAS, and RevenueCat field patterns: dead buttons without onPress, auth listener null-flash login loops, entitlement locked after sandbox purchase, subscription price hierarchy, duplicate IAP metadata, pre-permission button copy, screenshot slot audits, build number and lockfile pipeline gates, and App Store Connect API automation limits. Use when preparing for submission, responding to an App Review rejection, fixing rejection reasons, auditing privacy/metadata/IAP, implementing ATT, or debugging why premium stays locked after purchase.
- ▌ DB Index Advisor · andersonlimahw bundleDatabase index optimization advisor for PostgreSQL, MySQL, and SQLite. Analyzes slow queries, missing indexes, unused indexes, and over-indexed tables. Generates CREATE INDEX statements with EXPLAIN ANALYZE estimates. Use when queries are slow, p99 DB latency spikes, or when reviewing a new schema.
- ▌ Error Fixer Loop · andersonlimahw bundleRecursive error-fix loop. Use when a bash command fails with a build/test/typecheck error, when the same class of error appears more than once, or when the harness itself needs a persistent rule so the error does not come back. Detect → root-cause → minimal fix → test → lint/typecheck → persist rule (SKILL.md / AGENTS.md / docs/rules) → audit with evidence. Cross-harness (Claude Code, OpenCode, Codex, Gemini, Agy).
- ▌ Incident Runbook · andersonlimahw bundleIncident response runbooks, on-call workflows, and postmortem templates. Generates severity-tiered runbooks, communication templates, timeline reconstruction, and blameless postmortem docs. Use when user is in an incident, doing on-call prep, writing a postmortem, or building incident response playbooks.
- ▌ LLM Wiki Curator · andersonlimahw bundleMaintains docs/ in the Karpathy-style LLM-wiki standard. Generates docs/llms.txt (flat machine-readable index conforming to llmstxt.org), validates broken links, enforces a minimum front-matter in new .md files (title, status, updated, related), groups orphan docs. Use when the user says "update docs index", "generate llms.txt", "audit docs", "organize wiki", "cure documentation", or after adding/renaming a file in docs/.
- ▌ Load Test Runner · andersonlimahw bundleLoad test suite management and regression detection. Maintains a library of k6/Artillery scripts, runs them on schedule or pre-release, compares results to baseline, and alerts on p99 regressions. Use when setting up pre-release performance gates or tracking latency trends across versions.