Skills
Ax C++ Agent Observability
by Ax
Add tracing, multi-tenant usage accounting, action logs and replay to C++ agents built with axllm.
Our verdict
We have not reviewed Ax C++ Agent Observability yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Ax C++ Agent Observability
A skill from the Ax project for writing C++ code with the generated axllm package. It covers inspecting agent traces and runtime envelopes, registering a process-wide usage observer to attribute model calls by tenant, user or feature, attaching callbacks for model and tool activity, and debugging agent loops with the package's examples.
Best for
C++ developers building agents with Ax
Use cases
- Track model token usage per tenant or feature in a C++ agent
- Add tracing and action logs to an axllm agent before production
- Debug an agent loop with replay and runtime diagnostics
Notes
Why it matters
Agents in production need usage and trace data that most quick-start code leaves out. This skill tells a coding agent exactly which Ax APIs provide that in C++.
Source
- Skill file: packages/cpp/skills/ax-cpp-agent-observability/SKILL.md in ax-llm/ax.
- Repository: 2,969 GitHub stars, Apache-2.0 licence. Checked 24 Oct 2026 through the GitHub API.
- Last change to the skill: 21 Oct 2026.
- This page was written from the skill's own SKILL.md. It is not an Enterprise DNA source review and the skill has not been installed or tested by us.
Pros
- Official skill shipped with the Ax package
- Points the agent at real API docs and runnable examples
- Covers usage accounting, which most agent kits skip
Cons
- Specific to Ax and its C++ package
- Narrow audience outside Ax users
Key facts
What we have checked
Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.
Health and security
Is Ax C++ Agent Observability looked after, and what do its setup files show
Security check static checks
100 out of 100
- Note No dependency list or install command was found in the skill, so there were no packages to look up on OSV.
Sources
Where this comes from
No sources recorded yet. Each source we check is listed here with the date we checked it.
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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