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Automate Mistral AI operations -- manage files and libraries, upload documents for fine-tuning, batch processing, and OCR, track fine-tuning jobs, and build RAG pipelines via the Composio MCP integration.

Automate OCR Web Service tasks via Rube MCP (Composio). Always search tools first for current schemas.

Use when structuring a multi-session learning roadmap with milestones, gates, and pacing calibrated to learner level and goal.

Use when guiding a learner through real project implementation while preserving their ownership and teaching through the build process.

Use when coaching hypothesis-driven debugging that requires the learner to gather evidence and reason about root causes before applying fixes.

Use when <clear trigger condition for this skill>.

Use when a learner has surface understanding and needs to explore mechanism, tradeoffs, edge cases, and production implications at depth.

Use when scheduling and executing review sessions at scientifically-calibrated expanding intervals for long-term retention.

Converte PDF, PPT e Imagens para Markdown via OCR com Zhipu GLM-OCR, incluindo verificação rigorosa e um fallback seguro contra falhas.

Use when logging, scoring, and triaging a learner's persistent weak areas to drive intervention selection.

Use when a learner asks to learn from a repository and the agent must map curriculum structure and prerequisites before teaching.

Use when creating, testing, or updating active-recall flashcards grounded in session concepts to reinforce retention.