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site_name: Coder Eval
site_description: >-
Evaluate and benchmark AI coding agents and their skills — a sandboxed,
agent-agnostic framework with declarative YAML eval suites for Claude Code,
Codex, Antigravity (Gemini), OpenCode and Pi, A/B experiments, weighted scoring,
and CI gates.
site_url: https://coder-eval.com/docs/
repo_url: https://github.com/UiPath/coder_eval
repo_name: UiPath/coder_eval
edit_uri: edit/main/docs/
copyright: © 2026 UiPath — Apache License 2.0
theme:
name: material
features:
- navigation.instant
- navigation.tracking
- navigation.sections
- navigation.top
- search.suggest
- search.highlight
- content.code.copy
- content.action.edit
palette:
- media: "(prefers-color-scheme: light)"
scheme: default
primary: deep orange
accent: deep orange
toggle:
icon: material/weather-night
name: Switch to dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: deep orange
accent: deep orange
toggle:
icon: material/weather-sunny
name: Switch to light mode
icon:
repo: fontawesome/brands/github
# The social plugin generates per-page Open Graph / Twitter card images (and
# the matching og:/twitter: meta tags) so shared links unfurl properly. It
# needs Cairo system libraries, so it is enabled only in CI (the Docs workflow
# installs the deps); local builds skip it.
plugins:
- search
- social:
enabled: !ENV [CI, false]
markdown_extensions:
- admonition
- attr_list
- md_in_html
- tables
- toc:
permalink: true
- pymdownx.highlight:
anchor_linenums: true
- pymdownx.superfences
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.tabbed:
alternate_style: true
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/UiPath/coder_eval
- icon: fontawesome/brands/python
link: https://pypi.org/project/coder-eval/
# docs_index: one-line blurb per nav page (docs-root-relative path -> blurb),
# for every page EXCEPT tutorial leaves (tutorials/0*.md). This map plus `nav`
# are the single source of truth for the flat index surfaces — README.md's
# Documentation table, docs/index.md's "Where to go next" table, and the
# ## Docs / ## Tutorials sections of docs/llms.txt. Regenerate them all with
# `make docs-indexes`; CE028 fails the build if any of the three drifts, if a
# nav page has no blurb (or vice-versa), or if a docs/ page is missing from nav.
docs_index:
index.md: "What Coder Eval is, its features, and a quick start"
tutorials/README.md: "Step-by-step walkthroughs — start here"
USER_GUIDE.md: "Full CLI, configuration, output, and environment-variable reference"
TASK_DEFINITION_GUIDE.md: "The task-file schema — all criterion types, scoring, templates"
agents/CLAUDE_CODE.md: "Configuring and running the default Claude Code agent"
agents/CODEX.md: "Running the OpenAI Codex agent"
agents/ANTIGRAVITY.md: "Running the Google Antigravity / Gemini agent"
agents/OPENCODE.md: "Running the OpenCode agent on open-weight models"
agents/PI.md: "Running the Pi agent on open-weight models"
agents/HARNESS_PARITY.md: "What each run_limits field means on every harness"
AB_EXPERIMENTS.md: "Compare models / tools / prompts across the same tasks"
DATASETS.md: "Fan a single task out over a dataset"
DIALOG_MODE.md: "Evaluate agents in multi-turn conversation via a simulated user"
DOCKER_ISOLATION.md: "The container sandbox driver, with custom images"
CI_GATE.md: "Run Coder Eval as a CI gate — the Marketplace Action, JUnit output, run reports"
PLUGIN.md: "Install the Claude Code plugin — author, run, and analyze suites from inside the agent"
EXTENDING.md: "Author a custom agent, criterion, or model pricing via the plugin SPI"
REPORT_SCHEMA.md: "Field-level reference for run.json / variant.json / task.json"
comparison.md: "vs. SWE-bench, SkillsBench, Harbor, OpenAI Evals, hand-rolled scripts"
nav:
- Home: index.md
- Tutorials:
- Overview: tutorials/README.md
- 01 · Your first evaluation: tutorials/01-first-evaluation.md
- 02 · Running Coder Eval in CI: tutorials/02-ci-pipeline.md
- 03 · Browsing results with evalboard: tutorials/03-evalboard-local.md
- 04 · Writing a task: tutorials/04-writing-a-task.md
- 05 · Comparing two models: tutorials/05-comparing-models.md
- 06 · Docker isolation: tutorials/06-use-docker-isolation.md
- 07 · Driving Coder Eval from Claude Code: tutorials/07-plugin-in-claude-code.md
- Guides:
- User Guide: USER_GUIDE.md
- Task Definition Guide: TASK_DEFINITION_GUIDE.md
- Agents:
- Claude Code: agents/CLAUDE_CODE.md
- Codex: agents/CODEX.md
- Antigravity (Gemini): agents/ANTIGRAVITY.md
- OpenCode: agents/OPENCODE.md
- Pi: agents/PI.md
- Run-Limit Parity: agents/HARNESS_PARITY.md
- Advanced:
- A/B Experiments: AB_EXPERIMENTS.md
- Bring Your Own Dataset: DATASETS.md
- Dialog Mode: DIALOG_MODE.md
- Docker Isolation: DOCKER_ISOLATION.md
- CI Gate & GitHub Action: CI_GATE.md
- Claude Code Plugin: PLUGIN.md
- Extending Coder Eval: EXTENDING.md
- Report Schema: REPORT_SCHEMA.md
- How It Compares: comparison.md