CodeScaleBench

Archive old completed benchmark runs to save disk space and speed up scans. Triggers on archive runs, clean up runs, disk space, old runs.

Audit benchmark suites against ABC framework (Task/Outcome/Reporting validity). Checks instruction quality, verifier correctness, reproducibility. Triggers on benchmark audit, audit benchmark, abc audit, task validity.

Verify infrastructure readiness before launching benchmark runs — tokens, Docker, disk, credentials. Triggers on check infra, infrastructure check, ready to run, pre-run check.

Compare benchmark results across agent configurations (baseline, SG_full). Show where configs diverge. Triggers on compare configs, config comparison, which config wins, MCP impact.

Token and cost analysis per run, suite, and config. Shows most expensive tasks and config cost comparison. Triggers on cost report, how much did it cost, token usage, spending.

Generate the aggregate CSB evaluation report from completed Harbor runs. Triggers on generate report, eval report, ccb report, benchmark report.

Compute information retrieval quality metrics (precision, recall, MRR, nDCG, MAP) comparing file retrieval across baseline and MCP configs against ground truth. Triggers on ir analysis, retrieval metrics, file recall, ground truth, search quality.

Analyze MCP tool usage patterns, reward/time deltas conditioned on MCP adoption, and zero-MCP investigation. Triggers on mcp audit, mcp analysis, mcp impact, tool usage analysis, did mcp help.

Point at any repo (GitHub, GitLab, Bitbucket, Azure DevOps, self-hosted, or local) and get eval tasks that compare baseline coding agents vs MCP-augmented agents. Mines merged PRs/MRs for real code-change tasks, auto-generates ground truth from patches, produces runnable Docker environments for both configs. Works with private repos on any host. Triggers on mine tasks, propose tasks, discover tasks, find tasks, analyze repo for tasks, eval my repo, benchmark my repo.

Run a single benchmark task locally to verify a fix. Uses haiku for speed. Triggers on quick rerun, rerun task, verify fix, test task.

Batch re-extract task_metrics.json for all runs after extraction bug fixes or schema changes. Triggers on reextract metrics, refresh metrics, update task metrics, fix extraction.

Run the repo health gate before commit or push to reduce doc drift and keep branches clean. Triggers on commit, push, before push, repo health, reduce drift, doc drift, clean branch.

Configure and launch CodeScaleBench runs with current paired-run and curation guardrails.

Quick status check on the currently active benchmark run. Lighter than watch-benchmarks, scoped to recent activity. Triggers on run status, how's it going, are tasks done, active run.

Scaffold a new Harbor-compatible benchmark task (SDLC or org-scale) and optionally a new benchmark suite. Generates task.toml, instruction.md, Dockerfile, test.sh, and registers the task. Triggers on scaffold task, new task, create task, add task, new benchmark.

Score individual task quality on instruction clarity, verifier quality, and reproducibility. Triggers on score task, task quality, rate tasks, task score.

Reconcile task metadata between selected_benchmark_tasks.json and task.toml files. Finds and fixes drift. Triggers on sync metadata, check metadata, metadata mismatch, reconcile tasks.

Investigate a specific failed benchmark task — read logs, identify root cause, check if known pattern, suggest fix. Triggers on triage, investigate failure, debug task, diagnose failure.

Pre-flight validation of benchmark tasks before launching runs. Catches truncated instructions, metadata mismatches, missing test scripts. Triggers on validate tasks, preflight, pre-flight check, check tasks.

Live benchmark monitoring — scan run directories, classify task status, fingerprint errors, present structured summaries. Triggers on watch benchmarks, benchmark status, run status, monitor runs.

Analyze current benchmark state and recommend what to work on next. Triggers on whats next, what should I do, next steps, prioritize work.

Run repo health checks, validate benchmark tasks, and audit run integrity.

Extract metrics, score traces, and evaluate benchmark task results.

Check infrastructure readiness, manage MCP tools, and audit system dependencies.

Plan upcoming work, analyze coverage gaps, and recommend next steps for benchmarking.

Generate evaluation reports, analyze run costs, and compare configurations.

Launch and manage CodeScaleBench benchmark runs with paired-run guardrails, quick reruns, and execution orchestration.

Create, mine, and validate new benchmark tasks and task suites.

Monitor active runs, check task completion status, and watch benchmark execution progress.

Investigate and triage failed benchmark tasks, analyze root causes, and plan reruns.