code-agent-eval

code-agent-eval

Evaluate coding agent prompts (Claude Code, Cursor, etc.) by running them multiple times and scoring outputs. Test reliability, capture changes, measure success rates.

Key Principle: Your codebase stays untouched. All modifications happen in isolated temp directories.

Features

• 🔄 Multi-iteration runs with aggregate metrics (pass rate, mean/min/max, std dev)
• ⚡ Sequential, parallel, or rate-limited execution
• 🔒 Isolated temp directories per iteration
• ✅ Built-in scorers (build/test/lint), skillPickedUp for Skill invocations, plus custom scorers
• 📊 Git diff capture; with resultsDir, exports results.md, per-iteration logs, and results.json
• 🔧 Environment variable injection (static/dynamic)
• 🖥️ CLI (code-agent-eval) to run evals from a config file (--eval-file)

Installation

npm install code-agent-eval
# or
pnpm add code-agent-eval
# or
yarn add code-agent-eval
# or
bun add code-agent-eval

Quick Start

import { runClaudeCodeEval, scorers } from 'code-agent-eval';

const result = await runClaudeCodeEval({
  name: 'add-feature',
  prompts: [{ id: 'v1', prompt: 'Add a health check endpoint' }],
  projectDir: './my-app',
  iterations: 10,
  execution: { mode: 'parallel' }, // or 'sequential' (default), 'parallel-limit'
  scorers: [scorers.buildSuccess(), scorers.testSuccess()],
});

console.log(`Pass rate: ${result.aggregateScores._overall.passRate * 100}%`);

CLI

Run an eval from a file that exports a default (or named config) EvalConfig:

npx code-agent-eval --eval-file ./examples/cli-test.ts

After npm install -g code-agent-eval, use code-agent-eval instead of npx. See code-agent-eval --help for every flag.

Eval files loaded via --eval-file may use import { scorers, … } from 'code-agent-eval'. The CLI resolves that specifier to the same package as the running binary, so npx works without installing code-agent-eval in the project (no local node_modules entry required for those imports).

Useful options: --json (results on stdout), --dry-run (validate config and print plan), --show-skill (print eval/skill guide), --iterations, --verbose, --results-dir. Env vars CODE_AGENT_EVAL_ITERATIONS, CODE_AGENT_EVAL_VERBOSE, CODE_AGENT_EVAL_RESULTS_DIR override config when set.

When the process runs inside an agentic environment, JSON-style stdout may be selected automatically; use --no-agent-detect or CODE_AGENT_EVAL_AGENT_DETECT=0 to disable.

Development

npm install              # Install dependencies
npm run typecheck        # TypeScript check
npm run build            # Build library
npm run test             # Run tests

# Examples
npx tsx examples/phase1-single-run.ts
npx tsx examples/phase2-multi-iteration.ts
npx tsx examples/parallel-execution.ts
npx tsx examples/multi-prompt-parallel.ts
npx tsx examples/results-export.ts
npx tsx examples/plugin-execution.ts
npx code-agent-eval --eval-file ./examples/cli-test.ts

Documentation

See CLAUDE.md for agent context; expanded architecture, config, and scorer examples are in docs/claude/.

Requirements

• Node.js 18+
• ANTHROPIC_API_KEY for the Claude Agent SDK
• Claude Code available on the host (CLI auth / environment expected for agent runs)

License

MIT