confident-trace vs datarobot-agent-skills
confident-trace is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑20.
confident-trace is a plugin bundle for AI coding tools published by confident-ai. No marketplace we read lists it any more. datarobot-agent-skills is a plugin bundle for AI coding tools published by datarobot-oss. Marketplaces we read that list it: 3 (Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces). As of our marketplace pass on 2026-10-28. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  datarobot-agent-skills | |
|---|---|---|
| Community marketplace confident-ai/confident-trace | Removed on 2026-10-20 Version: not stated Forks (GitHub): 2 Stars (GitHub): 15 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-official | Not listed | Listed Version: 1.22.0 Forks (GitHub): 26 Stars (GitHub): 32 Not marked · First seen |
| Claude: knowledge-work-plugins | Not listed | Listed Version: 1.22.0 Forks (GitHub): 26 Stars (GitHub): 32 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | confident-traceno longer listed · | datarobot-agent-skills |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 3 |
| Stars (GitHub) (differs) | 15 | 32 |
| Forks (GitHub) (differs) | 2 | 26 |
| Last release (differs) | Not published | 2026-10-23 |
| Where it runs | Installs as a plugin bundle | Installs as a plugin bundle |
| Transport | Not stated | Not stated |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | Not published | 17 |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/confident-ai/confident-trace | github.com/datarobot-oss/datarobot-agent-skills |
| Changes in the last 7 days (differs) | 0 | 3 |
| First seen (differs) | 2026-10-15 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of confident-trace
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Turnkey observability for AI coding agents - captures sessions and exports to Datadog LLM Observability
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agent-observability io.github.KryptosAI/agent-observability
Trace AI agent execution: every tool call, every error, every dollar. Open source, local-first.
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Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.
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noveum ai.noveum/noveum
Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability.
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All the tooling you need to add observability to Claude Code and your agents
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preflight io.github.newrelic-experimental/preflight
New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.)
What each says it does
confident-trace
Skills for instrumenting AI applications with the confident-trace SDK and exporting raw OpenTelemetry traces to Confident AI.
datarobot-agent-skills
DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and external agent monitoring.
How to run each
confident-trace
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
datarobot-agent-skills As a Claude Code plugin
/plugin install datarobot-agent-skills@claude-plugins-officialCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: confident-trace · What it can do: datarobot-agent-skills · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.