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Uma ferramenta para gerar relatórios de mapas de cenários de IA empresarial. Ela realiza pesquisa aprofundada de informações da empresa via web-search para produzir um relatório estruturado de mapa de cenários de aplicação de IA, seguindo o modelo padrão V2.1, abrangendo perfil da empresa, diagnóstico de negócios, práticas do setor, uma lista completa de cenários de IA e roteiro de implementação.

Deep fluency in modern Python (3.14+) for production systems. Use when writing Python code, designing APIs, building data pipelines, creating async services, or optimizing performance. Covers typing, tooling (uv/pyright/ruff), FastAPI, Polars, observability, and engineering judgment.

TiDB X é um SQL distribuído nativo para armazenamento de objetos, projetado para cargas de trabalho de agentes de IA. Utilize-o ao construir memória de agente, armazenamento de contexto, coordenação multiagente, indexação Web3 ou qualquer estado durável e consultável para sistemas de IA.

Short-form (X / LinkedIn) comparison of how something is done today vs how it will be done in 1–5 years. Strong for tech / AI / tooling takes. Use when the user wants to frame a directional bet, a tooling shift, or an obsolescence call — anything where the punchline is "this is the present; here's the future".

Scan the codebase for AI-generated slop in comments and docstrings — temporal markers, self-referential AI framing, narrative WHAT-comments, marketing padding — and propose tightened rewrites, routing claim-bearing docstrings that need a code-grounded rewrite to its sibling /techne:reslop. Use when the user wants to audit pending changes or the whole codebase for verbose, low-value commentary left

Setup development environment with modern Python tooling (uv/pixi), install dependencies, and configure development tools (ruff, ty, pytest). Use when setting up new ML projects, configuring environments, or installing dependencies.

Generate a comprehensive onboarding guide for any codebase. Produces a REPO_TOUR.md with a 30-second summary, annotated directory tree, Mermaid architecture diagram, key files list, and "where to look for X" quick-reference. Use when you''re new to a codebase, onboarding a team member, or need to document the overall structure. Also useful after a major refactor to update understanding. Triggers o

Domain expertise on the Cybernetic Culture Research Unit (CCRU), accelerationism, and related philosophical movements. Use when encountering discussions of hyperstition, accelerationism (left/right/e/acc), Nick Land, Mark Fisher, speculative realism, xenofeminism, the Dark Enlightenment, neoreaction, techno-capitalism, or theory-fiction. Triggers include references to Warwick philosophy, Deleuze/G

Search Claude Code GitHub issues for duplicates, then auto-fill a new issue form with the suggestion. User reviews and submits manually.

Analyze the outcome of a product experiment using control and test results, effect size, and statistical evidence. Use this skill when the user has experiment results and needs a clear readout of what happened.

Build Meta custom audiences from CSV files (CRM leads, email/phone lists, WhatsApp contacts). Hashes PII client-side (SHA-256, normalized per Meta spec) before upload. Triggers on prompts about uploading leads/contacts/lists as custom audiences on Meta.

Recupera markdown limpo de páginas web para agentes de IA, usando negociação de conteúdo e fallbacks de rastreamento. Útil para buscar, ler ou resumir sites com markdown de baixo ruído, melhorar a qualidade do web_fetch ou processar páginas com muito JS.