evaluation instructions

48 tagged evaluation, measured the same way as everything else here.

Browse within: benchmark 12benchmarking 6evals 6

eclipse-langium/langium-ai

Instructions file

Instructions for eclipse-langium/langium-ai, covering claude.md, project overview, commands, build & test (all workspaces) and lint & format.

30 6d ago A 780 tokens original MIT

AEON-7/Aeon-Bench-Pod

Instructions file CodexOpenCode

Instructions for AEON-7/Aeon-Bench-Pod, covering agents.md — aeon bench pod operating manual for ai agents, the short version — this is the whole job, 0. detail on those four steps, 1. what aeon bench is and 2. install on any platform.

25 +2 16d ago D 32,917 tokens original MIT

metacoder CLAUDE.md

29

ai4curation/metacoder

Instructions file

Claude Code instructions for ai4curation/metacoder, covering claude.md, development commands, testing, run all tests (pytest, doctests, format check, mypy) and run pytest only.

22 8mo ago A 776 tokens

dojo.md CLAUDE.md

32

edholofy/dojo.md

Instructions file

Instructions for edholofy/dojo.md, covering claude.md, project overview, development commands, environment and architecture.

9 4mo ago A 3,168 tokens original MIT

pitlane AGENTS.md

33

pitlane-ai/pitlane

Instructions file CodexOpenCode

AGENTS.md instructions for pitlane-ai/pitlane, covering pitlane, quick reference, testing and detailed guidelines.

7 2mo ago A 287 tokens

RobinOppenstam/sema-evals

Instructions file CodexOpenCode

Instructions for RobinOppenstam/sema-evals, covering repository instructions, non-negotiable experiment rules and engineering rules.

5 1mo ago A 286 tokens original MIT

proofloop CLAUDE.md

35

sattyamjjain/proofloop

Instructions file

Instructions for sattyamjjain/proofloop, covering claude.md, v4.3 scope contract (2026-05-03), build & development commands, architecture and data flow.

5 2mo ago A 4,440 tokens original MIT

evals4j CLAUDE.md

36

dvarahq/evals4j

Instructions file

Instructions for dvarahq/evals4j, covering evals4j, layout, build, parity discipline and releasing.

5 3d ago A 1,095 tokens original MIT

jackjin1997/AgentBench-Live

Instructions file

Instructions for jackjin1997/AgentBench-Live, covering agentbench-live, project goal, strategy: credibility first, then ride the wave, current sprint scope (accepted from ceo review 2026-03-19) and deferred (todos).

4 3mo ago A 536 tokens original MIT

OpenAdaptAI/openadapt-evals

Instructions file

Instructions for OpenAdaptAI/openadapt-evals, covering claude code instructions for openadapt-evals, mandatory: branches and pull requests, mandatory: never remove worktrees you didn't create, pr titles must use conventional commit format and project status.

3 3d ago C 10,026 tokens original MIT

netopsengineer/agent-skill-description-optimizer

Instructions file

Instructions for netopsengineer/agent-skill-description-optimizer, a project described as: Optimizes the description frontmatter of a Claude Code / Agent Skill - the text that decides whether Claude invokes the skill. Both halves of the loop (evaluation and improvement) run entirely through the claude -p CLI, so no…

2 4d ago A 89 tokens original MIT

proofrag AGENTS.md

42

unshDee/proofrag

Instructions file CodexOpenCode

Instructions for unshDee/proofrag, covering agents, use it as a skill and install the engine.

2 22d ago A 348 tokens original MIT

cipherfoxie/agent-bench

Instructions file CodexOpenCode

Instructions for cipherfoxie/agent-bench, covering agents, multi-agent contract for agent-bench, project ethos, rules and adding an experiment (the only common task).

2 2mo ago A 784 tokens original MIT

tracelens CLAUDE.md

44

ssf0409/tracelens

Instructions file

Instructions for ssf0409/tracelens, covering tracelens - development guide, project overview, ownership boundary, tracelens owns and downstream projects own.

2 8d ago A 2,536 tokens original MIT

cyanheads/evals-mcp-server

Instructions file CodexOpenCode

AGENTS.md instructions for cyanheads/evals-mcp-server, covering developer protocol, this server, core rules, patterns and tool.

1 10d ago A 6,157 tokens copy · 80% Apache-2.0

cyanheads/evals-mcp-server

Instructions file

Claude Code instructions for cyanheads/evals-mcp-server, covering developer protocol, this server, core rules, patterns and tool.

1 10d ago A 6,157 tokens copy · 80% Apache-2.0

assister-xyz/quality-oracle

Instructions file

Claude Code instructions for assister-xyz/quality-oracle, covering laureum.ai (quality oracle), project context, architecture, running locally and quality gates.

0 4mo ago A 906 tokens original MIT

berkayildi/mcp-llm-eval

Instructions file

Claude Code instructions for berkayildi/mcp-llm-eval, covering claude.md — mcp-llm-eval, project overview, directory structure, key design decisions and mcp tool signatures.

0 4mo ago A 2,653 tokens original MIT