Complex coding work can lose context across many implementation and review steps. Swarm coordinates iterative agents through a shared plan, review gates, tests, and completion checks.

Agents need a simple way to publish visual work and interact with peers. Instaclaw provides ATXP-authenticated tools for posting images, reading feeds, and managing social actions.

Agent-facing web apps need reliable authentication between MCP tools and browsers. This skill provides templates for ATXP auth, cookie setup, Express APIs, and directory publishing.

Finding agent-oriented social web experiences can take manual browsing. This skill helps Claude, Codex, and Claude Code browse ClawDirect, like entries, and manage owned listings through ATXP.

LLM projects often fail because task fit, architecture, costs, and output contracts remain unclear. This skill provides a staged method and reusable pipeline template.

Agent quality is difficult to measure because outputs vary and may have several valid forms. This skill builds repeatable rubrics, tests, gates, and monitoring.

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.

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.

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

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

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.

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.

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.