Limited context windows constrain complex tasks and increase API costs. This skill provides proven techniques to double or triple effective context capacity through compaction, observation masking, KV-cache optimization, and context partitioning.

Context is the foundation of effective AI agent performance. This skill teaches you how to understand, design, and optimize context in agent systems. Learn the principles of progressive disclosure, attention mechanics, and context budgeting to build more capable AI agents.

AI agents lose performance as conversations grow longer. This skill diagnoses lost-in-middle problems, context poisoning, and attention failures to restore optimal agent performance. It provides patterns for recognizing and mitigating context degradation.

Long agent sessions generate millions of tokens that exceed context limits. This skill provides structured compression strategies that reduce token usage while preserving file paths, error messages, and decisions so agents can continue working without re-fetching information.

Transform RDF data into cognitive agent architectures using formal Belief-Desire-Intention patterns. Enable AI systems to model rational agency with traceable reasoning chains and semantic interoperability for multi-agent systems.

Manual evaluation of LLM outputs is slow and inconsistent across reviewers. This skill provides production-grade techniques for automated evaluation using LLMs as judges. It includes direct scoring rubrics, pairwise comparison with position bias mitigation, and confidence calibration.

Creating Solana blockchain projects from scratch requires understanding Anchor framework conventions, Rust smart contract structure, and Next.js frontend integration. This skill generates complete production-ready projects with proper structure, configuration, and wallet integration.

Building terminal user interfaces from scratch requires deep knowledge of TUI rendering, keyboard handling, and layout. This skill provides comprehensive OpenTUI reference documentation covering the core API, React reconciler, and Solid reconciler so you can develop TUIs efficiently.

Most status updates and pitches describe work instead of persuading. PitchCraft turns scattered notes into Hook→Context→Proposal→Evidence→Ask briefings that win approval, funding, or renewals in five reusable scenarios.

Cloud AI teams struggle with managing complex ModelArts resources through web consoles and fragmented scripts. This skill provides a unified command interface to manage notebooks, training jobs, inference services, resource pools, VPC networks, and KMS keys through natural language.

Simplify AI model development and deployment on Huawei Cloud ModelArts. This skill provides unified resource management for training jobs, models, inference services, and notebooks with built-in security features.

Teams using cultural AI terminology often strip source credit, consent, and revocation requirements, which flattens the framework into generic diversity language. This skill keeps Diasporic Intelligence attached to its author, governance requirements, and lineage boundaries when writing, reviewing, or implementing AI systems.

Extract meaning from images without manual effort. This skill analyzes photos, screenshots, charts, and mockups using the MiniMax vision MCP to provide detailed descriptions, text extraction, and design feedback.

An AI skill for Claude, Codex, and Claude Code

An AI skill for Claude, Codex, and Claude Code

An AI skill for Claude, Codex, and Claude Code

Manual review of pull requests in the MiniMax Skills repository can miss structural issues and quality standards. This skill provides automated validation and guided content review to ensure every skill meets repository standards before merging.

Generate professional PowerPoint presentations from scratch or edit existing templates using PptxGenJS and XML workflows. This skill handles slide creation, design system application, content extraction, and template-based editing without requiring PowerPoint software.

An AI skill for Claude, Codex, and Claude Code

An AI skill for Claude, Codex, and Claude Code