07Open data

Download the observation, not a screenshot.

Every public artifact is pinned to the same tagged release. Parquet, JSONL, summary, resolution manifest, citation, and website numbers share one publisher.

Dataset: 2026-09-18-v3.0
Ruleset: b2e8889c66f7
Scanned: 2026-09-16
Window: February–September 15, 2026

Tagged release

ParquetCanonical observation table JSONLLine-delimited equivalent Summary JSONRelease and validation metadata Resolution manifestCanonical URL, branch, and HEAD

Inspect release v3.0 on Hugging Face ↗

Schema

Identityrank, repo, github_url, ecosystem, language

Windowwindow_since, window_label, low_activity

Denominatorcommits_in_history, merge_commits_excluded, ci_bot_commits_excluded, commits_considered

Primary outcomeagent_attributed_commits, human_attributed_commits, agent_share_pct_floor

Modeassisted_commits, autonomous_commits, assisted_pct, autonomous_pct

Concentrationdistinct_agent_authors, top_author_share_of_agent_commits, adoption_pattern

Evidenceagents_json, timeline_json, agent_commit_samples_json

Percentages are rounded to one decimal. Agent-category counts can overlap; agent_attributed_commits is the unique primary count.

Cite this release

Pandey, Balram (2026-09-18). Repository-Level Measurement of Self-Declared Coding-Agent Commit Signatures (Version 2026-09-18-v3.0) [Data set]. https://huggingface.co/datasets/balrampandey/qmmit-open-source-agent-commit-index/tree/v3.0

The repository also publishes CITATION.cff ↗.

Run the detector

npx qmmit-cli owner/repository --since 2026-02-01

Local execution is the supported path for private repositories. Record the printed ruleset hash alongside any result.

Read API

Versioned JSON envelopes expose release, repository, comparison, report, build, and health data. Responses include release provenance, cache policy, ETags, and compatibility rejection rather than silently comparing unlike observations.

Current release JSON → · Health JSON → · Operations status →