Buckets:
26.6 MB
45 files
Updated 21 days ago
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| Name | Size | Uploaded | Xet hash |
|---|---|---|---|
| charts | 28 items | ||
| data | 7 items | ||
| scripts | 8 items | ||
| README.md | 1.78 kB xet | be9f0048 | |
| thread.txt | 3.54 kB xet | 4321b716 |
Agent traces on the Hub — analysis (Oct 2026)
What models, harnesses, tasks and session sizes show up in the Hub datasets tagged agent-traces (505 datasets).
data/
| file | one row per | notes |
|---|---|---|
datasets.jsonl |
dataset (505) | harness, files, bytes, dates, downloads, license, models named in the card, copy_of |
sessions.jsonl |
session (12,323 after content dedup) | harness, models, providers, user msgs, tool calls (+ per-tool counts), tool errors, tokens, cost (pi), compactions, aborts, wall/active seconds, category |
prompts.jsonl |
unique user message (32,670) | dataset, format, turn index, text (≤ 3k chars), number of copies |
prompt_labels.jsonl |
labelled message (3,185; ≤ 40 per dataset) | intent, domain, follow-up kind, human/automated, scope — labelled by GLM-5.3-Flash |
people_datasets.json |
— | datasets counted as people working with an agent |
icml_repro_sessions.jsonl, icml_repro_harness.json |
ICML 2026 reproduction-challenge logbooks | harness recorded per logbook (Trackio format) |
category in sessions.jsonl: real (people: multi-turn, not templated), synthetic-dump (one generated prompt per session), benchmark/harness (eval sweeps), paper-repro-bot (ICML challenge runs).
Coverage: pi datasets read in full; Claude Code / Codex ≤ 40 files per dataset. Copies and re-uploads collapsed by session content. Active time ignores gaps > 30 min.
charts/
Sticker-style charts + 9_infographic.png. thread.txt is the accompanying Twitter thread.
scripts/
inventory.py (dataset list) → extract_prompts.py (user messages) → sessions.py (per-session stats) → agg_sessions.py (dedup, categories) → label_asks.py (LLM labels) → make_charts.py.
- Total size
- 26.6 MB
- Files
- 45
- Last updated
- Oct 20
- Pre-warmed CDN
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