BC-Bench Guide

BC-Bench ยท Results and evidence

Documentation review: 10 October 2026. Source: BC-Bench 0.15.0, commit c84b793a8a9b7422af9512dfe67baeb2bc666d95. This update did not execute installation, agents, containers or benchmark runs.

Preserve the evidence

Use the report template. Record benchmark commit, dataset/category, BC version, harness/model, plugin SHAs, instructions, tools, configuration and logs.

Observation Supported conclusion
Plugin configured An intended setup is declared.
Skill discovered and loaded It is available in that context.
Skill returns an output It executed for those inputs.
Agent produces a patch A change exists to evaluate.
Scorer completes its contract A category-specific result exists.

BCQuality partial or failed is not a clean review. A completed review without findings describes only its scope. Static review does not replace compilation, analyzers or tests.

Compare identical tasks and categories. Preserve infrastructure errors, missing outputs and agent failures according to the scorer; do not remove them to improve scores. Record denominators, repetitions and judge configuration.

Metrics depend on category. Do not mix bug resolution with code-review scoring, or publish pass@k without its calculation method. One run does not establish stable superiority.

Sources: results workflow, version policy. This guide publishes no new measurements.