DeepEval vs scientific-debugging
scientific-debugging is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑16.
DeepEval is a plugin bundle for AI coding tools published by confident-ai. Marketplaces we read that list it: 2 (Claude Code: claude-plugins-official, Community GitHub marketplaces). scientific-debugging is a plugin bundle for AI coding tools published by iowarp. No marketplace we read lists it any more. As of our marketplace pass on 2026-10-20. 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 |  DeepEval | |
|---|---|---|
| Claude Code: claude-plugins-official | Listed Version: 1.0.0 Forks (GitHub): 2 102 Stars (GitHub): 18 983 Not marked · First seen |
Not listed |
| Community marketplace iowarp/clio-kit | Not listed | Removed on 2026-10-16 Version: 0.3.1 Forks (GitHub): 5 Stars (GitHub): 8 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 | DeepEval | scientific-debuggingno longer listed · |
|---|---|---|
| Marketplaces that list it (differs) | 2 | 0 |
| Stars (GitHub) (differs) | 18 983 | 8 |
| Forks (GitHub) (differs) | 2 102 | 5 |
| Last release (differs) | 2026-10-16 | Not published |
| 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) | 3 | Not published |
| Licence | Apache-2.0 | Apache-2.0 |
| Repository (differs) | github.com/confident-ai/deepeval | github.com/iowarp/clio-coder |
| Changes in the last 7 days (differs) | 1 | 2 |
| First seen (differs) | 2026-10-11 | 2026-10-13 |
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 scientific-debugging
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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misakanet io.github.Ikalus1988/misakanet
Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.
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Agent Trace Triage is a Claude Code plugin for developers building agentic AI systems (LangGraph, CrewAI, custom tool loops, MCP agents). When an agent run fails, stuck in a loop…
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Escape repeated-failure loops in any domain - turns symptom-tuning prompts into root-cause diagnosis.
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Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
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Diagnose why an AI agent failed and get the verified fix instantly. Free, no token.
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Universal expert problem-solving agent specializing in complex debugging, mysterious runtime behavior, integration issues, and multi-layered technical challenges across any…
What each says it does
DeepEval
Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.
scientific-debugging
Diagnoses stalled or cross-system failures and wrong, NaN, nondeterministic, or unexpectedly slow scientific results through falsifiable hypotheses across distinct fault classes, with evidence-cited verdicts before any fix. Not for designing benchmarks or pre-registered experiments; use experiment-protocol.
How to run each
DeepEval As a Claude Code plugin
/plugin install deepeval@claude-plugins-officialscientific-debugging
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands 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: DeepEval · What it can do: scientific-debugging · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.