---
license: apache-2.0
pretty_name: CC Traces — Weka, With Subagents, v6 only (Jun 08 2026)
task_categories:
  - text-generation
tags:
  - llm
  - inference
  - benchmarking
  - kv-cache
  - agentic
  - multi-turn
  - claude
  - subagents
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: train
        path: traces.jsonl
---

# semianalysisai/cc-traces-weka-with-subagents-060826

WekaTrace corpus derived from SemiAnalysis Claude Code proxy traces. Built 2026-06-08 20:47:45 UTC via `utils/agentic/build_weka_hf_dataset.py`.

## Filters

- Trace version: exactly v6
- min main-agent turns per session: 20
- Claude Code CLI ≥ 2.1.139 (every row)
- peak concurrent sub-agent groups ≤ 10
- Non-image rows only (image content excluded at source)
- Classifier calls excluded (`max_tokens<=64 AND no tools` → SUGGESTION MODE, title-gen, Security Monitor)
- Exact-duplicate proxy rows deduped by `(timestamp, model, in, out, dur_ms, agent_id)`

## Stats

```
traces:             391
main_turns:          94,298
subagent_groups:             615
subagent_inner_requests:          16,733
total_model_requests:         111,031
total_input_tokens:  17,873,796,736
total_output_tokens:     114,096,965
```

## Distribution plots

### Main-agent stream

![Main-stream distributions — log x](plots/distributions_log.png)

![Main-stream distributions — linear x](plots/distributions_linear.png)

### Sub-agent fan-out

![Sub-agent distributions — log x](plots/subagent_distributions_log.png)

![Sub-agent distributions — linear x](plots/subagent_distributions_linear.png)

## Source script

```
python utils/agentic/sample_proxy_traces.py --out '<workdir>/proxy' --sampling top --min-trace-version 6 --max-trace-version 6 --min-main-turns 20 --require-cli-min 2.1.139 --max-parallel-subagents 10
```

## Loader plugin

Load in aiperf via:

```
--public-dataset semianalysis_cc_traces_weka_with_subagents
```