Definition · foundations
capability discovery
capability discovery is the process of finding what tools, skills, services, or agents are available for a task. You can spot capability discovery in practice when the record shows what the system observes, what choice it makes, and what changes next, without asking the reader to guess or trust a slogan.
157 definitions656 sourced recordsNamed source: ACL Anthology
Why does capability discovery matter?
An agent cannot choose an ability it cannot find or grasp. Search quality shapes coverage and tool errors. For capability discovery, start with three checks: What can the system observe? What choice can it make? What changes after it acts? The answers should point to visible evidence, not a promise.
What does capability discovery look like?
A coding agent reads tool schemas before it tries to inspect a database change. This example makes capability discovery visible by naming the actor, the action, and the result in practice. It is an illustration for readers, not a claim that every product behaves this way.
What is capability discovery easy to confuse with?
Capability discovery finds usable abilities. Tool discovery is the narrower case for tools. The closest entries here are blackboard architecture, chain of thought, agent discovery. Compare their definitions with capability discovery before using the names as if they mean the same thing. That comparison keeps capability discovery separate from nearby ideas without pretending the boundary is always perfect.
How certain is this definition?
This definition is provisional. ACL Anthology supports the version you see today, but a better or more direct source may change it. Open the cited page and check its date before you use this entry to choose a product, write a policy, set a safety control, or design a system.
Who introduced the term capability discovery?
We have not verified who first introduced capability discovery. The source supports a useful definition, but it may not be the earliest use. Until a dated primary record settles the question, we leave the origin open. A popular article or product page is not enough to name the person who coined a term.
What should you understand before capability discovery?
Read artificial intelligence (AI) first when capability discovery depends on a more basic idea or mechanism. The link gives you a useful route through the glossary. It does not mean every author teaches the subject in this order, so follow the source when the sequence matters.
What should this term help you answer?
Use capability discovery to ask what an agent can observe, decide, change, remember, or hand off. The questions below turn the definition into a practical check. They are prompts for your own work, not claims made by the source, so change them to fit the system you are examining.
- What can the system observe?
- What choice can it make?
- What changes after it acts?
Which source supports this definition of capability discovery?
ACL Anthology supports this working definition of capability discovery. We checked the link on 2026-07-12. Open the original record for its context, methods, limits, and publication details. The short explanation here is a guide to capability discovery; the linked source remains the evidence to inspect when the wording or boundary matters.
source foundcapability discoveryChecked 2026-07-12→