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Designer-eye plan review - rates each design dimension 0-10 and flags AI slop. CARL TRIGGERS: design plan review, rate this design plan, design critique, design quality check, plan-mode design review. SOURCE: garrytan/gstack/plan-design-review, integrated as gs-plan-design on 2026-05-29.

Gera um documento inteligente de transferência de contexto para o próximo agente. Acionado por: handoff, hand off, passar para o próximo agente, transferência de contexto, próximo agente, sessão concluída, etapa concluída, finalizar para o próximo agente, /handoff

Provide differential diagnosis for patients with suspected rare diseases based on phenotype and genetic data. Matches symptoms to HPO terms, identifies candidate diseases from Orphanet/OMIM, prioritizes genes for testing, interprets variants of uncertain significance. Use when clinician asks about rare disease diagnosis, unexplained phenotypes, or genetic testing interpretation.

Create AI avatar and talking head videos via inference.sh CLI. Recommended: P-Video-Avatar (fastest, cheapest, built-in TTS). Also: OmniHuman, Fabric, PixVerse. Audio: Inworld TTS-2 (100+ languages, emotion steering for characters), ElevenLabs, Kokoro. Capabilities: audio-driven avatars, text-to-avatar, lipsync videos, talking head generation, virtual presenters, UGC content. Use for: AI presenter

Especialista em documentação de nível de contêiner C4, capaz de sintetizar informações.

Generate data layer code (Freezed DTOs, repository implementations, data sources) from feature specifications or API references. Creates the bridge between domain entities and external data sources. Use after /domain to implement the data layer.

Force verification before claiming success or completion. Prevents false "it works" claims. Triggers when about to say "done", "complete", "works", "fixed", or "the implementation is ready". Requires actually running builds/tests and showing output before claiming success.

Paid acquisition workflow — plan, create, optimize, and measure paid ad campaigns across Google, Meta, LinkedIn, and TikTok. Use when user says "paid acquisition workflow", "ad campaign workflow", "PPC workflow", "run ads workflow", "paid media plan", "ad campaign from scratch", "scale paid ads", or "paid growth workflow". Chains 6 skills from strategy through creative to measurement.

Finds and synthesizes papers using seed-then-snowball strategy. S2 for seeds + citation chasing, OpenAlex for semantic search + trust signals. Three modes: landscape (map a field), validate (test a claim), critique (stress-test a document). AI reads papers and teaches through chat. User may also read directly.

Organize a documentação do projeto por tamanho, público e atualidade. Esta skill é acionada ao configurar novas documentações, reestruturar existentes, otimizar arquivos extensos como CLAUDE.md/AGENTS.md, ou ao abordar melhores práticas, especialmente se CLAUDE.md exceder ~250 linhas ou houver documentos duplicados.

Generate concise Conventional Commits messages from a staged diff. Enforces full type set, imperative subject lines, no AI co-author attribution. Use when user wants to commit, asks for a commit message, mentions "commit", or invokes /commit.

Multi-omic biomarker discovery studio that ingests expression + metadata, performs QC, multi-strategy feature selection, nested CV model training, survival analysis hooks, and SHAP-based interpretation. Use to design translational biomarker panels with documented evidence.