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#evals (21 Repositories)

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

Topic Avg Merge Rate

38.3%

Avg Review Latency

69.1h

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21 repositories tagged #evals

A TierPython 2.0k 1 GFIs

ShenSeanChen/waku-agent

Waku Waku! Waku Agent is a local-first AI agent harness you actually own, including loop, memory, eval, all in code built to stay legible as it grows.

69.4%
Merge Rate
19h
First Review
86%
1st-Timers
25
Maintainers
A TierPython 3.6k 25 GFIs

truera/trulens

Evaluation and Tracking for LLM Experiments and AI Agents

66.9%
Merge Rate
2d
First Review
67%
1st-Timers
40
Maintainers
A TierPython 305

hud-evals/hud-python

RL environments + evals for AI agents. Define once, train anything.

65.1%
Merge Rate
1d
First Review
53%
1st-Timers
8
Maintainers
A TierPython 6.1k

harbor-framework/harbor

Framework for evaluating and improving agents

31.7%
Merge Rate
-
First Review
33%
1st-Timers
130
Maintainers
A TierPython 355

benchflow-ai/benchflow

Research infra for creating RL environments, post-training, and evals.

58.8%
Merge Rate
-
First Review
60%
1st-Timers
17
Maintainers
A TierC# 155

AgentEvalHQ/AgentEval

AgentEval is the comprehensive .NET toolkit for AI agent evaluation—tool usage validation, RAG quality metrics, stochastic evaluation, and model comparison—built first for Microsoft Agent Framework (MAF) and Microsoft.Extensions.AI. What RAGAS, PromptFoo and DeepEval do for Python, AgentEval does for .NET

85.5%
Merge Rate
15d
First Review
100%
1st-Timers
1
Maintainers
B TierShell 141

tikalk/adlc-team-skills

Agent skills for the Agentic SDLC: team lifecycle (team-boot, team-learn, team-init, team-repair), software factory, evals, CDR lifecycle with confidence scoring, and ADR/PDR/ChDR decision records. Works with Claude Code, Codex, OpenCode, Cursor, Copilot, and more.

69.2%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
B TierPython 118

minghinmatthewlam/openbench

Same model, different wrapper: a from-scratch benchmark comparing coding-agent harnesses (codex, pi, opencode, cursor, devin) and open models on correctness, speed, and token cost

88.9%
Merge Rate
14h
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 111

prime-radiant-inc/superpowers-evals

Behavioral eval lab (Quorum) for the superpowers project that drives real coding-agent CLIs (Claude, Codex, Gemini, Kimi, and more) through a QA agent and grades them on workflow compliance against scenario criteria and deterministic post-checks.

78.6%
Merge Rate
14d
First Review
50%
1st-Timers
1
Maintainers
B TierPython 755

Jwuthri/Tracely

Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.

43.2%
Merge Rate
9d
First Review
60%
1st-Timers
1
Maintainers
B TierPython 1.5k

Jwuthri/Tracely-ai

Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.

69.6%
Merge Rate
8d
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 156

NiceEval/NiceEval

build eval for your agent in 10 mins

78.4%
Merge Rate
6d
First Review
100%
1st-Timers
0
Maintainers
B TierJUJupyter Notebook 642

calmrocks/ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
D TierJavaScript 1.1k

LilMGenius/paperthin

Low-level agentic design patterns. Turning old engineering wisdom into reflexes your agent reaches for on its own—on any agent.

0.0%
Merge Rate
2h
First Review
0%
1st-Timers
1
Maintainers
D TierPython 209 1 GFIs

edonadei/caliper

Run your real agent with and without your skills, MCPs, and rules. See which ones actually help, and what they cost in tokens. Supports Claude Code, Codex, Pi, and Hermes.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 60

adewale/skill-eval-harness

Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters

0.0%
Merge Rate
4d
First Review
0%
1st-Timers
0
Maintainers
D TierPython 650

overmind-core/overmind

The platform for continuously improving AI agents.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 143

METR/vivaria

Vivaria is METR's tool for running evaluations and conducting agent elicitation research.

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 134

spences10/my-pi

Composable Pi coding agent with MCP, LSP, agent chains, prompt presets, and local eval telemetry

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 1.5k

GitHamza0206/simba

OpenSource Production ready Customer service with built in Evals and monitoring

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 1.7k

mattpocock/evalite

Evaluate your LLM-powered apps with TypeScript

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