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#agent-evaluation (11 Repositories)

Ranked open-source repositories tagged with #agent-evaluation, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

51.9%

Avg Review Latency

11.5h

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11 repositories tagged #agent-evaluation

A TierPython 150 1 GFIs

UiPath/coder_eval

Playwright for coding agents. Test that your skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, A/B experiments, CI gates.

62.4%
Merge Rate
10h
First Review
50%
1st-Timers
12
Maintainers
A TierPython 23.9k

ifixai-ai/iFixAi

Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.

71.0%
Merge Rate
-
First Review
80%
1st-Timers
4
Maintainers
B TierPython 219 3 GFIs

roy-tong/AgentMeasure

Independent verification of AI support bills: applicable terms, invoice and business records, with reviewable findings. Open-source conformance for agent telemetry — PASS / FAIL / UNPROVABLE in CI.

85.7%
Merge Rate
11h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 106

yzhao062/awesome-auditable-ai

Auditing AI agents: a curated list of papers, tools, datasets, benchmarks, and standards covering reliability, monitoring, failure attribution, and decision records.

81.0%
Merge Rate
1d
First Review
100%
1st-Timers
5
Maintainers
A TierPython 544

NVIDIA/SkillEvaluator

Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

51.6%
Merge Rate
3h
First Review
44%
1st-Timers
20
Maintainers
B TierPython 354

alphadl/AdaRubrics

AdaRubric: Adaptive Dynamic Rubric Evaluator for Agent Trajectories

100.0%
Merge Rate
20h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 121

AMD-AGI/AgentKernelArena

AgentKernelArena provides an end-to-end siloed-benchmarking environment where different LLM-powered agents—such as Cursor Agent, Claude Code, Codex, SWE-agent, and GEAK—can be evaluated side-by-side on the same GPU kernel tasks, using objective and reproducible metrics.

45.0%
Merge Rate
-
First Review
67%
1st-Timers
3
Maintainers
B TierGo 5.8k

coze-dev/coze-loop

Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by providing full-lifecycle management capabilities from development, debugging, and evaluation to monitoring.

63.6%
Merge Rate
2d
First Review
63%
1st-Timers
3
Maintainers
B TierPython 255

scaleapi/agentenv-framework

Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.

11.1%
Merge Rate
-
First Review
0%
1st-Timers
6
Maintainers
D TierPython 781

chirpz-ai/pandaprobe

open source agent engineering platform: traces, evals, and metrics to debug and improve your AI agents. Integrates with LangGraph, CrewAI, Claude Agent SDK, and more.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 117 3 GFIs

samarailly51-pixel/claimpilot-harness

Crash-test insurance claim AI agents before production.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Agent-evaluation Open Source Repositories & C-Rank™ | GetMerged