AI Agent Workflow Collection

Enter and leverage AbstractFramework through its gateway — the one HTTP door for agents, apps, and other frameworks. Use when an agent (newly instantiated, external, or framework-native) must discover capabilities, start and follow durable workflow runs, resume waits, steer a running agent, send events to resident agents, or work with summoned entities, using only HTTP + SSE.

Hold a seat well in a multi-agent room on a message hub (agora or similar) — join correctly, settle what you owe first, treat asks as contracts, post evidence not intentions, and hold the initiative bar (a compliant loop can still lurk; a responsive seat can still be idle). Use when an agent joins or holds a seat on an agent collaboration hub, coordinates with other agents through channels and DMs, or participates in votes, shared files, and cross-agent obligations.

Create, audit, normalize, and maintain a professional external-facing repository documentation system for users, contributors, and tools, including the core doc set, cross-linked topic deep dives, and faithful AI-readable llms.txt and llms-full.txt files. Use when Codex needs to bootstrap docs for a new repo, repair stale or missing project docs, add or revise docs/.md pages, keep root and docs/ documents coherent, or regenerate AI-actionable documentation indexes for LLMs and tooling.

Read an entity's life correctly before reporting on it. Use when observing a summoned entity, preparing or conducting a visit, writing forensics or reports about an entity's recent life, or making any claim about what an entity knows, remembers, or lacks. Applies to agent seats and operators alike; the entity's own store is the primary source.

Help a summoned entity (or the host presenting its world) understand and deliberately use its own capabilities — memory search and deliberate recall, the diary, feelings, phases, and tool grants. Use when a newborn or long-lived entity underuses its faculties, misattributes what it can do, seems to forget things it should be able to find, or needs its capability map explained in its own vocabulary.

Drive MeshVault over MCP to sculpt, paint, repair and reshape 3D objects, optionally performing live for human observers (observation seat). Use when an agent must edit meshes through the meshvault-mcp tools: sculpting brushes, texture painting/healing, refine/regularize/simplify regions, raycast-probe targeting, or staging a watchable live editing session.

Run focused human user-experience reviews of products, apps, websites, workflows, dashboards, forms, modals, navigation, and frontend designs. Use when Codex is asked for a UX review, usability review, design review, product workflow critique, naive/intermediate/expert user review, accessibility/usability pass, or when a frontend implementation must be checked for whether users can do what they need simply, confidently, and pleasantly.