Long agent sessions can lose decisions, file history, and next steps during compression. This skill provides structured methods and probes that preserve operational context.

Agent decisions become difficult to explain when beliefs, goals, and commitments lack formal structure. This skill models BDI chains with RDF, SPARQL, provenance, and temporal validity.

AI coding work can become overcomplicated, unfocused, or difficult to verify. This skill promotes explicit assumptions, minimal changes, and measurable success criteria.

Building a Solana program and wallet frontend requires coordinated Rust, TypeScript, Anchor, and Next.js files. This skill creates a consistent project scaffold and setup workflow.

OpenTUI development spans several APIs and scattered implementation details. This skill routes each task to focused Core, React, Solid, component, layout, and testing guidance.

Project facts often fail to secure attention, trust, or action from decision-makers. Pitchcraft organizes those facts into audience-focused briefings with evidence and a clear ask.

Manual web QA can be slow to repeat and difficult to observe across browser states. This skill helps you create, monitor, and manage Momentic Mo sessions with explicit test scope.

Browser tests can become fragile when steps, timing, and reusable flows are handled inconsistently. This skill guides structured Momentic authoring, validation, and troubleshooting.

Feature changes can drift from intended product behavior when implementation begins before end-to-end specifications. This skill defines focused Momentic tests first and validates durable checkpoints.

Test failures can hide their true cause behind later errors or retries. This skill investigates Momentic run evidence and produces a precise classification.

Mobile test authoring can fail when platform rules, device state, and Momentic formats are unclear. This skill guides focused creation, validation, and maintenance workflows.

Failing Momentic tests can hide the earliest broken state and waste repair time. This skill investigates evidence, classifies causes, and guides verified repairs.

Momentic explore runs fail when repository details, target URLs, authentication, and test paths are unclear. This skill produces a focused explore-prompt.md from verified repository facts.

ModelArts resources and workflows span many services and operational areas. This skill organizes authentication guidance, module topics, and intended resource-management capabilities.

Choosing the correct mloda plugin pattern requires knowledge of its registry and extension points. This skill guides discovery, implementation, testing, packaging, and publication.

AI agents often generate fragile data-fetching and transformation code. This skill uses mloda feature requests, plugins, and lineage to build deterministic data workflows.

AI writing can erase sources or omit consent boundaries when discussing culturally rooted knowledge. This skill preserves attribution, provenance, revocation, and human authority.

Image-heavy work often needs fast description, OCR, and visual review. This skill routes images to MiniMax vision analysis with focused prompts.

Building native PowerPoint slides by hand can be slow and inconsistent. This skill gives Claude, Codex, and Claude Code precise PptxGenJS rules for slide layout, styling, and QA.

Real-time shader work often fails from missing math details or WebGL2 differences. This skill gives structured GLSL techniques, adaptation rules, and debugging guidance.