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Searches the open web for docs, comparisons, and news via You.com MCP or WebSearch. Use when a topic needs knowledge beyond GitHub, forums, or academia.
Idioma do texto original: inglês
Scores backlog items with RICE/WSJF/Kano and files GitHub issues for top candidates. Use when triaging a roadmap or prioritizing features for a sprint.
Idioma do texto original: inglês
Assesses architecture decisions, ADR compliance, and coupling. Use when evaluating design changes or validating structural decisions before merging.
Idioma do texto original: inglês
Updates documentation after code changes with quality gates, slop detection, and accuracy checks. Use when code changes require corresponding doc updates.
Idioma do texto original: inglês
Detects AI-generated writing patterns in prose. Use when reviewing docs for slop, vague language, or identity leaks before publishing.
Idioma do texto original: inglês
Verifies workspace state and staged changes as a read-only preflight. Use before commits or PRs to confirm staged set is clean and correct.
Idioma do texto original: inglês
Tracks quotas, monitors thresholds, and degrades gracefully for rate-limited APIs. Use when integrating external services that impose rate or cost limits.
Idioma do texto original: inglês
Build composable skill modules with hub-and-spoke loading. Use when token budget is tight.
Idioma do texto original: inglês
Guide creating Claude Code skills with TDD and persuasion principles. Use for new skill development.
Idioma do texto original: inglês
Evaluate Claude skill quality through auditing. Use when reviewing or auditing skills.
Idioma do texto original: inglês
Build a project skill library in .claude/skills/ via discovery, parallel authoring, and review. Use when packaging tribal knowledge. Do not use for one skill.
Idioma do texto original: inglês
Makes agent reasoning visible, surfaces tradeoffs, and fades help so humans build judgment. Use when reviewing or learning from agent-written code.
Idioma do texto original: inglês
Ramps implementation ambition a notch only after the prior increment is understood. Use when building a feature you must understand, not just ship.
Idioma do texto original: inglês
Scores feature worthiness and enforces branch-size limits against overengineering. Use when evaluating whether a feature belongs in the current scope or branch.
Idioma do texto original: inglês
Rebuild the dev environment: uv, Python tiers, pins, traps. Use when onboarding or toolchain breaks. Do not use for daily commands; use night-market-operations.
Idioma do texto original: inglês
Delegates execution to eight CLIs (Gemini, Qwen, MiniMax, GLM, Muse, Codex, OpenCode, Glimmer). Use for execution tasks. Do not use for secrets.
Idioma do texto original: inglês
Python testing patterns with pytest, fixtures, TDD, mocking, async and integration tests. Use when writing or auditing a Python test suite.
Idioma do texto original: inglês
Assess whether to escalate models. Use when evaluating reasoning depth.
Idioma do texto original: inglês
Guide creating Claude Code hooks with security-first design. Use for validation and enforcement.
Idioma do texto original: inglês
Evaluate hook security, performance, and SDK compliance. Use for audits.
Idioma do texto original: inglês
Surface expert frameworks. Use when creating or evaluating skills, hooks, or agents.
Idioma do texto original: inglês
Review plugin quality with tiered checks and dependency scoping. Use for PR and pre-release audits.
Idioma do texto original: inglês
Evaluate Claude Code rules in .claude/rules/. Use for frontmatter, globs, and quality audits.
Idioma do texto original: inglês
Test skills via TDD in fresh subagents. Use when validating behavior or preventing bias.
Idioma do texto original: inglês
Applies layered n-tier architecture with enforced boundaries. Use when designing moderate systems needing clear presentation, domain, and persistence layers.
Idioma do texto original: inglês
Applies microservices for independent deployment and per-service scaling. Use when teams need autonomous release cycles with distinct capability scaling needs.
Idioma do texto original: inglês
Selects and routes to the right architecture paradigm. Use when choosing patterns for a new system or comparing trade-offs before making architecture decisions.
Idioma do texto original: inglês
Generates Makefiles with testing, linting, formatting, and automation targets. Use when starting a project or standardizing build automation.
Idioma do texto original: inglês
Orchestrates full project lifecycle by auto-detecting state and routing to the correct phase. Use when starting or resuming a project mid-workflow.
Idioma do texto original: inglês
Scaffolds new projects with git, CI/CD workflows, pre-commit hooks, and build config. Use when starting a new Python, Rust, or TypeScript project from scratch.
Idioma do texto original: inglês
Assesses decision reversibility and risk at critical checkpoints. Use when a workflow reaches a high-stakes branch needing escalation check.
Idioma do texto original: inglês
Configures GitHub Actions CI/CD workflows for testing, linting, and deployment. Use when setting up automation for a Python, Rust, or TypeScript project.
Idioma do texto original: inglês
Coordinates Claude agent teams via filesystem protocol. Use when orchestrating parallel agents with task dependencies. Do not use for single-agent tasks.
Idioma do texto original: inglês
Delegates tasks to the OpenAI Codex CLI (codex exec) via delegation-core. Use when delegation-core selects Codex or OpenAI credentials are already configured.
Idioma do texto original: inglês
Delegates tasks to Gemini CLI implementing delegation-core for Google's models. Use when delegation-core selects Gemini or 1M+ token context is needed.
Idioma do texto original: inglês
Delegates tasks to a locally served Muse Glimmer via ollama. Use when delegation-core selects glimmer or the prompt must not leave the machine.
Idioma do texto original: inglês
Delegates tasks to Z.ai GLM-5.x via the stock claude binary and an endpoint swap. Use when delegation-core selects GLM or a 1M-token context is needed.
Idioma do texto original: inglês
Delegates tasks to the MiniMax CLI (mmx) via delegation-core. Use when delegation-core selects MiniMax or large-context batch work is needed.
Idioma do texto original: inglês
Delegates tasks to Meta's Muse Code CLI (muse) via delegation-core. Use when delegation-core selects Muse or repository-scale work needs a 1M-token context.
Idioma do texto original: inglês
Delegates tasks to OpenCode (opencode run) via delegation-core. Use when delegation-core selects OpenCode or a provider-agnostic harness is wanted.
Idioma do texto original: inglês
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