Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.25.0 · Metriken 1.13.0 · 2026-07-21 22:52 UTC
EpsilabAI / epsilab-python
The official Python library for the Epsilab API
EpsilabAI/epsilab-python erreicht einen Gesundheitsindex von 55 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (75/100) ab, am schwächsten bei Community & Adoption (32/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
55
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
55
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
EpsilabOrganisation
1 Follower1 öffentliches Reposeit Juni 2025
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| PyPI | epsilab | 0.17.17 | 2.706 | 41 | vor 0 Tagen | aievaluationfine-tuningllmmarketplacerl-environmentstraining-data |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
75
Entwicklungsaktivität
67Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 4.2/36 | Commit-Rhythmus — 6/52 Wochen mit Commits |
| 16.6/18 | Commit-Volumen — 69 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 69 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 6 |
Release-Disziplin
88Exzellent
Wie die Bewertung erfolgt
| 16.2/27 | Liefert Releases aus — 42 Versions-Tags (keine GitHub-Releases) |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 0,4 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 42 |
| latest_release_tag | v0.17.17 |
| releases_from_tags | ja |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,4 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
32
Popularität & Verbreitung
1Kritisch
Wie die Bewertung erfolgt
| 0/60 | Stars — 0 Stars |
| 0/25 | Forks — 1 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 1 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Wie die Bewertung erfolgt
| 45.8/80 | Downloads pro Monat — 2.706 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | epsilab |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2.706 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
52
Maintainer-Resilienz (Bus-Faktor)
15Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 0.6/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 98 % der Commits |
| 2.7/13.5 | Breite der Beitragenden — 2 Beitragende |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,975 |
Wie die Bewertung erfolgt
| 0/46.8 | Issue-Lösungsquote — keine Issues oder keine Daten |
| 38.2/38.3 | PR-Annahme — 1/1 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 1 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote. Die verbleibenden Gewichte wurden renormalisiert.
Eigentümerschaft & Trägerschaft
37Gefährdet
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 2.2/25 | Reichweite des Inhabers — 1 Follower von EpsilabAI |
| 4.4/25 | Kontohistorie — 1 öffentliche Repos, Kontoalter ca. 1 Jahre |
Verwendete Eingangsdaten
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | EpsilabAI |
| public_repos | 1 |
| account_age_days | 396 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen |
| 20/20 | Versionshistorie — 41 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | epsilab |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 0 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
61
Engineering-Praktiken
48Gefährdet
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 1 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
80Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://epsilab.com/ |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | nein |
| homepage | https://epsilab.com/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
50
Sicherheitslage
50Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/29 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4,9 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
41
AI-Agentenkontext & Leitlinien
37Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 37.1/40 | Lesbare Commit-Historie — 55 von 79 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,696 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
AI-Verify-Loop (Build / Test / Typprüfung)
33Gefährdet
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — epsilab/py.typed |
| 0/10 | Reproduzierbare Umgebung |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 79 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | epsilab/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (epsilab/py.typed) |
| 43.4/55 | Handhabbare Dateigrößen — 4/19 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 200.365 |
| source_files_sampled | 19 |
| oversized_source_files | 4 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples |
Verwendete Eingangsdaten
| example_dirs | examples |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
0GitHub-Sterne
2Mitwirkende
69Commits, letzte 12 Monate
0Tage seit letztem Push
42Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:epsilab@0.17.17; advisories assessed against the repository dependency graph instead
Weitere Details
OpenSSF Scorecard 4.9 / 10
4.9Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/29 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direkte Abhängigkeiten 2
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | httpx | >=0.27.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0.1 | pyproject.toml |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
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"author_login": "olsenmatthew",
"committed_at": "2026-07-21T21:53:52Z",
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"is_bot": false,
"headline": "release: prepare version 0.17.16",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T20:23:04Z",
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},
{
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"body": null,
"is_bot": false,
"headline": "fix: preserve fractional environment rewards",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T20:22:24Z",
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"headline": "release: prepare version 0.17.15",
"author_name": "Matthew Olsen",
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"committed_at": "2026-07-21T18:09:29Z",
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"is_bot": false,
"headline": "fix: make fresh environment deployment reliable",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T17:44:43Z",
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},
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"body": null,
"is_bot": false,
"headline": "feat: complete environment visibility workflow",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T17:14:32Z",
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},
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"body": null,
"is_bot": false,
"headline": "feat: support environment resource policies",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T14:15:41Z",
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"oid": "a1d20ee915e319a247545ad9de47b370e62639f5",
"body": "- Add `epsilab env test` for local multi-step session testing against\n containerized environments (builds, starts, exercises tools, reports)\n- Add incremental build detection to `epsilab deploy` — hashes build\n context and skips rebuild when unchanged (--force to override)\n- Improve image size warnings (1GB/2GB thresholds with actionable hints)\n- Validate Dockerfile USER directive against actual container user\n- Bump to 0.17.14",
"is_bot": false,
"headline": "feat: env test command, incremental builds, image/user validation",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T01:48:28Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "ff92b94f390bb9356ee3c17d7b394324eb64b1f9",
"body": "After the protocol smoke test, re-resets the environment and probes\neach tool listed in the observation's context.tools. Uses lightweight\nread/list actions to verify that tool dependencies (e.g. Playwright\nfor browser, API clients for plugins) are actually installed and\nfunctional in the container.",
"is_bot": false,
"headline": "feat: add tool smoke test to deploy --test validation",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-21T01:35:27Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "chore: bump version to 0.17.13",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T06:44:13Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "feat: add run_id to create_rl_session and get_session_runs method",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T06:43:41Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "chore: bump version to 0.17.12",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T04:34:50Z",
"body_truncated": false,
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"oid": "6a7c0d82bcfc8441e42d781ac233b8083bf96f28",
"body": "…Listing model\n\nSupport setting per-listing default visibility for new sessions.",
"is_bot": false,
"headline": "feat: add default_result_visibility to update_listing and Environment…",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-20T04:33:56Z",
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},
{
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"body": "- Agent runner with traced long-horizon episodes\n- Horizon preflight for environment deployments\n- Model and usage tracking in session/step APIs\n- Default max_steps raised to 10,000",
"is_bot": false,
"headline": "release: prepare version 0.17.11",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T17:37:50Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Merge branch 'pr-2'",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T17:16:49Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Merge branch 'pr-1'",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T17:16:45Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "940c74714e0be8d38dd664d856440518aa54997f",
"body": "Aligns run_environment_episode, run_batch, and drive_batch defaults\nwith the backend's new uncapped step policy.",
"is_bot": false,
"headline": "feat: raise default max_steps to 10,000 in SDK convenience wrappers",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T16:55:08Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "Add traced long-horizon agent runner",
"author_name": "Fengjiao Peng",
"author_login": "GothParrot",
"committed_at": "2026-07-19T16:51:29Z",
"body_truncated": false,
"is_coding_agent": false
},
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"body": null,
"is_bot": false,
"headline": "Preflight environment horizon compatibility",
"author_name": "Fengjiao Peng",
"author_login": "GothParrot",
"committed_at": "2026-07-19T16:17:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7b99fc2204ac80a18380cdf42ebd0e2e122db2e",
"body": "Accept optional `model` on create_rl_session for analytics. Accept\noptional `usage` dict (input_tokens, output_tokens, model) on rl_step\nto report per-step token consumption.",
"is_bot": false,
"headline": "feat: add model and usage tracking to session and step APIs",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-19T04:10:13Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "fix: align SDK discovery with the public hub",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T18:51:35Z",
"body_truncated": false,
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},
{
"oid": "33ffebaf78c8442ac5931d5e6c84e7e7da6cadd4",
"body": null,
"is_bot": false,
"headline": "feat: run environment batches with customer policies",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T18:40:49Z",
"body_truncated": false,
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},
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"is_bot": false,
"headline": "release: prepare version 0.17.8",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:51:38Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "fix: resolve deployed environment tasks",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:46:47Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "fix: label shared environment access roles",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:29:46Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "fix: register composed environment tool bindings",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T17:23:44Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "71181b2bca08dbc135a1686f325529dd0bdc949e",
"body": "- Add application_tools parameter to create_environment_release so\n tool bindings are created when deploying environments with plugins.\n- Add _resolve_tool_bindings helper to CLI deploy to auto-resolve\n plugin slugs to tool release IDs during deployment.\n- Add 'epsilab env shared' command to list shared environments.\n- Add 'epsilab env revoke' command to revoke shared access.\n- Update grant command output to use shared access terminology.",
"is_bot": false,
"headline": "feat: tool bindings, shared access CLI, and deploy improvements",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T16:50:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf3ad41406a1aaf455369c6123ad92929c20e627",
"body": "client.create_listing and update_listing now accept domain and tags.\nepsilab deploy reads domain/tags from project.json and propagates them\nto the listing on creation or update.",
"is_bot": false,
"headline": "feat: pass domain and tags through listing and deploy workflows",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T14:30:41Z",
"body_truncated": false,
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},
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"oid": "a6b1ad2d97ae44550b3b8ef37d6eb809af31277f",
"body": null,
"is_bot": false,
"headline": "fix: include composed environment build contexts",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T09:34:43Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "dc42490f8760cc5f1f609b6c0ac1f3f2fed8d633",
"body": null,
"is_bot": false,
"headline": "fix: fail one-shot runs on terminal errors",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T09:19:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c1bb76039271aaad40d1b3551b8439bbcfd4afe",
"body": null,
"is_bot": false,
"headline": "fix: send idempotency key on listing updates",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T09:12:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e6beab041c1e5e5c234d642ffcfc9322cebb8e3d",
"body": null,
"is_bot": false,
"headline": "fix: reject invalid example rewards",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T08:49:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0401925d33d2e19ca89d15ce675658406dc5cb1e",
"body": null,
"is_bot": false,
"headline": "fix: align deploy help with current behavior",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T08:39:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b35a04486d7c8e8f26ca607acfa45d262ed00f93",
"body": null,
"is_bot": false,
"headline": "fix: discover environment tasks by capability",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T08:03:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "56d609998a1682b64c2419b303436acf4884ff76",
"body": null,
"is_bot": false,
"headline": "fix: support environment-defined CLI actions",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T07:45:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0423fa6b6ff6f7245e4bf6df2a517103e6ee75ea",
"body": null,
"is_bot": false,
"headline": "feat: streamline environment author and run workflows",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T07:38:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "984a7998d2ca505c641979f846cf05ad211d5f14",
"body": "- Extract registry digest from OCI ref instead of using content digest\n- Handle 409 conflicts gracefully for task packs, verifiers, releases\n- Pass required allowed_split and export_policy for deployments\n- Use versioned deployment aliases to avoid conflicts on redeploy",
"is_bot": false,
"headline": "Fix deploy CLI: 409 handling, digest extraction, deployment fields",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T01:59:10Z",
"body_truncated": false,
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},
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"oid": "b7104edbb15173c071b1f7e1295795fd953c9a61",
"body": "Add readme, creator_display_name, and creator_verification_status to\nEnvironmentListing. Add the same plus star_count and used_by_environments\nto ApplicationTool. Update create/update client methods to accept readme.",
"is_bot": false,
"headline": "Add readme and creator fields to listing and tool models",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-18T00:00:31Z",
"body_truncated": false,
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},
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"body": "- SDK client now auto-resolves API key from ~/.epsilab/credentials.json\n (set by `epsilab login`) when no explicit key or env var is provided\n- Add wait_for_session() method to poll until provisioning completes\n- Fix environment_step() to pass session_token and idempotency headers\n- Update all exam\n[…]\n login` instead of manual env vars\n- Fix task ID format in examples to match actual catalog convention\n- Add multi-environment support with argparse across all example scripts\n- Bump version to 0.16.0",
"is_bot": false,
"headline": "Auto-load credentials from epsilab login, fix session lifecycle",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-17T18:50:07Z",
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"body": "- Update dashboard and docs URLs to app.epsilab.com\n- Improve run_environment and grpo_training examples",
"is_bot": false,
"headline": "Update app URLs and improve example scripts",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-17T16:23:24Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "fc0cf238804bca44ec2a985a66984545f334f289",
"body": "- Add domain, tags, star count, and usage stats to EnvironmentListing\n- Remove third-party company references from README and comments\n- Bump version to 0.15.2",
"is_bot": false,
"headline": "Update listing model with catalog fields, clean up docs",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-17T14:14:38Z",
"body_truncated": false,
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},
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"body": "- Add examples: run_environment.py, grpo_training.py, batch_evaluation.py\n- Deprecate eval, voice, matrix, and routing SDK methods with warnings\n- Update tests for tasks.json scaffold and relaxed verify checks\n- Bump to v0.15.1",
"is_bot": false,
"headline": "Add post-training examples and deprecate legacy eval endpoints",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T22:26:41Z",
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"body": "Move API reference tables and evaluation/voice/matrix docs into\ndocs/ to keep the README focused on getting started.",
"is_bot": false,
"headline": "Restructure docs: focused README, split API reference and evaluations",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T21:59:31Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "0edfb64c1eb2c869fe6c154acf4321d27f01c0f1",
"body": "- Replace client-side registry push with server-side image upload\n via new upload_image() API method\n- Add _friendly_error() wrapper for user-facing error messages\n- Redact session tokens in CLI output and --json\n- Fix --session-token hint in session create output\n- Simplify namespace/create next-s\n[…]\nto point to deploy\n- Make verify work without manifest (deploy flow doesn't use one)\n- Add env/tool compatibility docs to README\n- Scaffold tasks.json in env init instead of manifest\n- Bump to v0.15.0",
"is_bot": false,
"headline": "Server-side image upload, improved error handling, and docs",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T21:21:43Z",
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},
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"oid": "3de9ae183372e28389c7a424faf6a47f7b06dde3",
"body": "- Global --verbose / -v flag enables debug logging (HTTP requests,\n timing, retry info, connection details)\n- Client logs request method/path and response status/latency\n- rl sessions: proper table with ID, task, status, steps, reward,\n created columns plus summary stats (completed/active/avg rewa\n[…]\nds, latency, terminal\n flags, and observation previews\n- env session create/step/show: enriched output with timing, metadata,\n and next-command hints\n- deploy: total elapsed time shown on completion",
"is_bot": false,
"headline": "Add verbose logging, request tracing, and richer session output",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T21:00:05Z",
"body_truncated": true,
"is_coding_agent": false
},
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"oid": "6a1977137a52cd3a01134e2421e324b511d5f039",
"body": "- Add get_platform_config() client method (GET /v1/platform/config)\n- Deploy command now fetches registry URL from API, no user input needed\n- Fix namespace 409 recovery to also check application tools\n- Improve namespace resolution to include tools in discovery\n- Bump version to 0.14.0",
"is_bot": false,
"headline": "Auto-detect container registry from platform API",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T18:54:57Z",
"body_truncated": false,
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},
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"body": null,
"is_bot": false,
"headline": "Bump to v0.13.1 for PyPI release",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T18:16:50Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "db05975e78eec626398fcbc77011bed546df3689",
"body": "- Single command deploys environments or application tools\n- Auto-detects project type from directory contents:\n - Dockerfile + tasks.json = environment\n - plugin.py + api.py + state.py = application tool\n- Auto-resolves namespace (selects existing or creates new)\n- Saves .epsilab/project.json for\n[…]\ntry, creates tasks,\n registers task pack + verifier + release\n- Tools: builds wheel, registers tool release with plugin metadata\n- Clear error messages for empty dirs, partial projects, missing files",
"is_bot": false,
"headline": "Add Vercel-style `epsilab deploy` command",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T18:07:01Z",
"body_truncated": true,
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"body": null,
"is_bot": false,
"headline": "Bump pyproject.toml version to 0.12.0 for PyPI release",
"author_name": "Matthew Olsen",
"author_login": "olsenmatthew",
"committed_at": "2026-07-16T16:26:23Z",
"body_truncated": false,
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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},
"warnings": [
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"deps.dev does not index pypi:epsilab@0.17.17; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-21T22:52:41.012834Z",
"schema_version": "0.25.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/EpsilabAI/epsilab-python.svg",
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}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.25.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.