capability-atlas

Translate capabilities across AI hosts while preserving behavior contracts and parity.

Updated Jul 10, 2026
One-click install
npx skills add https://github.com/AvaTar-ArTs/.Agent-skills --skill capability-atlas-avatar-arts
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: capability-atlas
Source: https://github.com/AvaTar-ArTs/.Agent-skills/tree/main/skills/capability-atlas
Command: npx skills add https://github.com/AvaTar-ArTs/.Agent-skills --skill capability-atlas-avatar-arts

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? When the same capability must exist across multiple AI hosts (Gemini, Qwen, Codex, Cursor) or packaging formats (skill, agent, hook, command, script, plugin), behavior often drifts during translation. This Skill keeps the capability stable while its renderings change, preventing silent contract loss. ## Core Features & Use Cases - Capability Matrix: Captures function, trigger, inputs, outputs, host renderings, parity tests, and drift risks in a canonical template. - Host Translation Rules: Defines what must stay stable (behavior contract, trigger meaning, I/O semantics) versus what may change (names, file shapes, packaging). - Parity Testing: Provides checklists and sample test prompts proving two renderings behave identically. - Use Case: Mirror an existing skill into ~/.gemini as a Gemini-native form, then run parity prompts to confirm the same trigger phrase and output contract hold in both hosts. ## Quick Start Map this workflow into a capability matrix and translate it into a Gemini skill without changing its trigger or output contract.

Frequently Asked Questions about capability-atlas

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I translate a skill to Gemini, Qwen, Codex, or Cursor?

Identify the canonical function first, then render it in the target host's native form while keeping the trigger meaning and input/output contract equivalent. Record any host-specific differences explicitly and verify with parity tests.

How do I build a capability matrix for cross-host workflows?

Use the capability matrix template with fields for function, trigger, inputs, outputs, host renderings, canonical location, parity tests, and drift risks. Fill one row per capability to track what is stable versus host-specific.

What is the difference between a skill, agent, hook, and command rendering?

A skill covers procedural interactive behavior, an agent covers autonomous role-based behavior, a hook handles event-driven actions, and a command handles explicit user invocation. Choose the form matching how the capability is triggered.

How do I verify two renderings of the same capability behave identically?

Run parity tests confirming the same trigger phrase activates both renderings, the same input produces the same outcome, and the same guardrails and failure modes apply. Sample test prompts are provided in the parity tests reference.

When should I not rename or repackage a capability?

Renaming is safe only when the behavior contract, trigger meaning, and verification method stay intact. If a host wrapper would silently change the meaning or drop test coverage, document the drift instead of claiming parity.