Files

Matt Van Horn cc40e1f8e9 refactor(evals): split test cases into tests/*.yaml files

Move inline test cases from promptfooconfig.yaml into separate files
organized by category (core.yaml, governance.yaml). Main config now
uses file://tests/*.yaml glob pattern per promptfoo best practices.

This makes it easier to add new test categories without bloating the
main config, and lets contributors add cases by dropping new YAML
files into tests/.

2026-03-15 12:15:51 -07:00

promptfoo

refactor(evals): split test cases into tests/*.yaml files

2026-03-15 12:15:51 -07:00

README.md

fix(evals): address Greptile review feedback

2026-03-13 17:19:25 -07:00

README.md

Paperclip Evals

Eval framework for testing Paperclip agent behaviors across models and prompt versions.

See the evals framework plan for full design rationale.

Quick Start

Prerequisites

pnpm add -g promptfoo

You need an API key for at least one provider. Set one of:

export OPENROUTER_API_KEY=sk-or-...    # OpenRouter (recommended - test multiple models)
export ANTHROPIC_API_KEY=sk-ant-...     # Anthropic direct
export OPENAI_API_KEY=sk-...            # OpenAI direct

Run evals

# Smoke test (default models)
pnpm evals:smoke

# Or run promptfoo directly
cd evals/promptfoo
promptfoo eval

# View results in browser
promptfoo view

What's tested

Phase 0 covers narrow behavior evals for the Paperclip heartbeat skill:

Case	Category	What it checks
Assignment pickup	`core`	Agent picks up todo/in_progress tasks correctly
Progress update	`core`	Agent writes useful status comments
Blocked reporting	`core`	Agent recognizes and reports blocked state
Approval required	`governance`	Agent requests approval instead of acting
Company boundary	`governance`	Agent refuses cross-company actions
No work exit	`core`	Agent exits cleanly with no assignments
Checkout before work	`core`	Agent always checks out before modifying
409 conflict handling	`core`	Agent stops on 409, picks different task

Adding new cases

Add a YAML file to evals/promptfoo/cases/
Follow the existing case format (see core-assignment-pickup.yaml for reference)
Run promptfoo eval to test

Phases

Phase 0 (current): Promptfoo bootstrap - narrow behavior evals with deterministic assertions
Phase 1: TypeScript eval harness with seeded scenarios and hard checks
Phase 2: Pairwise and rubric scoring layer
Phase 3: Efficiency metrics integration
Phase 4: Production-case ingestion