Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-07-29 15:25 UTC

meridianlabs-ai / inspect_swe

Software Engineering Agents for Inspect AI

PythonMIT★ 23 Sterne⑂ 36 Forksseit Aug. 2025Auf GitHub ansehen ↗

meridianlabs-ai/inspect_swe erreicht einen Gesundheitsindex von 80 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Vitality (96/100) ab, am schwächsten bei Security (42/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

80
gesamt / 100
Exzellent

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

80
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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.

Der gewichtete Gesamtwert 68 wird auf der veröffentlichten Indexskala auf 80 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

Meridian LabsOrganisation
87 Follower22 öffentliche Reposseit Jan. 2025

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIinspect_swe0.2.67282.17367vor 0 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

96Außergewöhnlich · 21 % des Gesamtindex

Entwicklungsaktivität

94Außergewöhnlich
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
29.8/36Commit-Rhythmus — 43/52 Wochen mit Commits
18/18Commit-Volumen — 378 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year378
human_commit_share0,98
days_since_last_push0
active_weeks_last_year43

Release-Disziplin

100Außergewöhnlich
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 3 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 7,4 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count3
latest_release_tag0.2.67
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases7,4
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?

61Mittel · 17 % des Gesamtindex
Wie die Bewertung erfolgt
21.8/60Stars — 23 Stars
12.9/25Forks — 36 Forks
0/15Watcher — 2 Watcher
Verwendete Eingangsdaten
forks36
stars23
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
has_contributingja
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templatenein
Wie die Bewertung erfolgt
72.7/80Downloads pro Monat — 282.173 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesinspect_swe
dependents
ecosystemspypi
total_downloads
monthly_downloads282.173
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?

60Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
5.4/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 76 % der Commits
13.5/13.5Breite der Beitragenden — 25 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled25
top_contributor_share0,762
Wie die Bewertung erfolgt
24.7/42Issue-Lösungsquote — 59 % der Issues geschlossen
23.8/30PR-Annahme — 61/77 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
3/15OpenSSF Scorecard: Code-Review — Found 6/21 approved changesets -- score normalized to 2
Verwendete Eingangsdaten
merged_prs61
open_issues7
closed_issues10
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,588
closed_unmerged_prs16
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
14/25Reichweite des Inhabers — 87 Follower von meridianlabs-ai
12.9/25Kontohistorie — 22 öffentliche Repos, Kontoalter ca. 1 Jahre
Verwendete Eingangsdaten
followers87
owner_typeOrganization
is_verified
owner_loginmeridianlabs-ai
public_repos22
account_age_days549

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 67 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesinspect_swe
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

77Gut · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 6 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://meridianlabs-ai.github.io/inspect_swe/
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepagehttps://meridianlabs-ai.github.io/inspect_swe/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

42Schwach · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 6/21 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 130 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,2
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? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

69Gut · 4 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
19.6/40Lesbare Commit-Historie — 36 von 98 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,367
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes775
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — src/inspect_swe/py.typed
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
10/10Belegte Agentenpraxis — 20 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json, uv.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configssrc/inspect_swe/py.typed
agent_commit_share0,2
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (src/inspect_swe/py.typed)
55/55Handhabbare Dateigrößen — 0/118 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes40.132
source_files_sampled118
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalja
api_schema_files

Eckdaten

23GitHub-Sterne
25Mitwirkende
378Commits, letzte 12 Monate
0Tage seit letztem Push
3Releases
1Bus-Faktor
7offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:inspect_swe@0.2.67; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 36 ⇿
0Sterne
36Forks

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

01325383422025-092026-022026-07
OpenSSF Scorecard 4.2 / 10
4.2Gesamtwert

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).Scorecard v5.5.0 · 2026-07-29 15:25 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 6/21 approved changesets -- score normalized to 2
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities130 existing vulnerabilities detected
Direkte Abhängigkeiten 10
RegistryPaketVersionsvorgabeManifest
PyPIhttpxpyproject.toml
PyPIinspect_ai>=0.3.251pyproject.toml
PyPInest_asynciopyproject.toml
PyPIplatformdirspyproject.toml
PyPIpydantic>=2.13.0pyproject.toml
PyPIpyyamlpyproject.toml
PyPIsniffiopyproject.toml
PyPIanyiopyproject.toml
PyPItyping_extensions>=4.9.0pyproject.toml
PyPIagent-client-protocol>=0.11.0pyproject.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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          "oid": "3492cd6fdfd6e9ec304ad14b3d70b6c7c6701b38",
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          "is_bot": true,
          "headline": "chore(main): release 0.2.67 (#92)",
          "author_name": "meridian-release-bot[bot]",
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          "oid": "cc854fd00f6939f40d2004eb6e7d077283d8af18",
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          "headline": "feat(codex_cli): add auto_review option for automated approval review…",
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        },
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          "oid": "5cc9e6d9a92ed71efc9d72d075528c598b4498d4",
          "body": "## Summary\n- Add `allowlist_mcp_tools` for static caller-provided MCP servers.\n- Preserve the released `auto_mode` API through the established\ndeprecated-argument shim while exposing the complete typed Claude Code\npermission-mode set.\n- Correct the MCP wildcard syntax to `mcp__<name>__*` and cover t\n[…]\ne): add `permission_mode` option (deprecates `auto_mode`)\n\nfix(claude_code): correct \"all\" tools MCP allowlist wildcard to\n`mcp__<name>__*`\n\nCo-authored-by: Peter McIntyre <peter.mcintyre01@gmail.com>",
          "is_bot": false,
          "headline": "feat(claude_code): control static MCP allowlisting (#91)",
          "author_name": "Sami Jawhar",
          "author_login": "sjawhar",
          "committed_at": "2026-07-28T15:44:48Z",
          "body_truncated": true,
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          "oid": "596be229bb3efb47adaab0edbb2997b7ae3c7d68",
          "body": "…latest (#95)\n\nHi, I am Claude acting on Sami Jawhar (sjawhar)'s behalf.\n\nThis refreshes the bundled Codex fallback catalog from `openai/codex`\n`rust-v0.145.0` (July 2026), including the current `gpt-5.6-sol` latest\nentry and its live priorities. It keeps the fallback aligned when the\nversion-matche\n[…]\ned model can therefore hard-fail CI until the\nsnapshot is refreshed. I can send a separate follow-up if maintainers\nwould like that gate implemented; this PR intentionally only refreshes\nthe snapshot.",
          "is_bot": false,
          "headline": "fix(codex_cli): refresh bundled model catalog snapshot to track live …",
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          "oid": "939d5162618271e36f4db0eb47e6d09fbf1d38cd",
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          "is_bot": false,
          "headline": "chore: enable Meridian agents (#93)",
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          "headline": "feat(kimi): add `kimi_code()` agent with Inspect bridging, MCP, skill…",
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          "body": "…#86)\n\nUpdates the Commit messages and releases section to match the live\nRelease Please config: perf/revert appear in the release notes while\ndocs/refactor/chore stay hidden, feat and fix both bump the patch\nversion pre-1.0, and publish waits on deployment approval after the\nrelease PR merges. Mirrors the review fix from flow#754.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: correct release-notes visibility and publish-approval wording (…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-15T13:59:11Z",
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          "oid": "6d1bd78345c732d06c4ddabba54dbbd7e280e441",
          "body": "Coding agents read AGENTS.md/CLAUDE.md automatically but not\nCONTRIBUTING.md, so this inlines the release-driving PR-title rules\nwhere they'll actually be seen, with CLAUDE.md as a relative symlink to\nAGENTS.md per the org pattern. Mirrors inspect_scout#533.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add minimal AGENTS.md with PR-title and release guidance (#87)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-15T13:55:48Z",
          "body_truncated": false,
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        },
        {
          "oid": "614db6c77447f9a47e80de6da14a935bf96dadbd",
          "body": "…he top (#84)\n\nPermanent fix for the changelog mis-ordering quirk (new release sections\nlanding *below* the previous one).\n\nRoot cause, verified in release-please's source: the changelog updater\ninserts the new section before the first version header **preceded by a\nnewline** (`\\n###? v?[0-9[]`). A \n[…]\nis open, this merge regenerates it — with the\nnew section correctly at the top.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add Changelog title so release-please inserts new sections at t…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-15T02:10:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "709340fb498e1f0d587fdc587f075e72860e9631",
          "body": ":robot: I have created a release *beep* *boop*\n---\n\n\n##\n[0.2.66](https://github.com/meridianlabs-ai/inspect_swe/compare/0.2.65...0.2.66)\n(2026-07-14)\n\n\n### Bug Fixes\n\n* update ACP client for agent-client-protocol 0.11.0 compatibility\n([#76](https://github.com/meridianlabs-ai/inspect_swe/issues/76))\n\n[…]\n-by: meridian-release-bot[bot] <301467749+meridian-release-bot[bot]@users.noreply.github.com>\nCo-authored-by: Charles Teague <cteague@gmail.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "chore(main): release 0.2.66 (#83)",
          "author_name": "meridian-release-bot[bot]",
          "author_login": "meridian-release-bot[bot]",
          "committed_at": "2026-07-14T19:37:08Z",
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          "oid": "22328dc0082e0ed49f751d0f905ee249f640db70",
          "body": "… (#76) (#82)\n\nCatch-up release credit for **#76** (ACP 0.11.0 compatibility — revised\n`Client` interface signatures, new elicitation methods, requires\n`agent-client-protocol>=0.11.0`), which merged after the `0.2.65` tag\nbut with a non-conventional squash title, so Release Please can't\nsurface it.\n\n[…]\n16).\n\nCode change is docs-only; the actual fix already lives on `main` via\n#76.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: update ACP client for agent-client-protocol 0.11.0 compatibility…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-14T19:21:20Z",
          "body_truncated": true,
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        },
        {
          "oid": "780e846c4498ab12829472087758b0e235225807",
          "body": "CI ran `mypy src` but the Makefile ran `mypy src tests`, so test-only\ntype errors could merge unnoticed.\n\n- Move the target list into `[tool.mypy]` (`files = [\"src\", \"tests\"]`)\nas the single source of truth\n- CI and Makefile now just run `mypy` (no hardcoded paths)\n- Fix the pre-existing annotation \n[…]\nng them across CI and local.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nCo-authored-by: Charles Teague <cteague@gmail.com>",
          "is_bot": false,
          "headline": "chore: make mypy consistent between CI and local (#77)",
          "author_name": "Craig Walton",
          "author_login": "craig-meridian",
          "committed_at": "2026-07-14T19:02:48Z",
          "body_truncated": true,
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        {
          "oid": "3f15255ce7f09be7b35456312438ecda965dc551",
          "body": "…x) (#81)\n\nThe reusable workflow now derives `target-branch` from the dispatched\nbranch (`github.ref_name`), so this caller input is redundant and its\n`default: main` would override the new behavior. Removing it makes the\n\"Use workflow from\" branch selector the sole control (mirrors\nmeridianlabs-ai/actions#66). Normal push-to-main releases are unchanged.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: drop redundant target-branch dispatch input (single-control hotfi…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-14T18:52:57Z",
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        },
        {
          "oid": "ac67cc39835774ad1be1d2ff5403471606b56f8c",
          "body": "…chore/refactor) (#80)\n\nRegenerates the committed release-please config from the fixed\ngenerator.\n\n- Removes the invalid \\`release-notes-config\\` key (unsupported; was a\nno-op / config error).\n- Hides \\`docs\\`, \\`chore\\`, and \\`refactor\\` changelog sections so\nrelease notes surface \\`feat\\`/\\`fix\\`/\n[…]\nat (bare /\ninclude-v-in-tag=false), or versioning (patch-pre-major bump flags).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: regenerate release-please config (drop invalid key, hide docs/…",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-14T18:52:28Z",
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          "is_coding_agent": true
        },
        {
          "oid": "2d502e6d055037317c54c44e820f77474e64d8a1",
          "body": "Adds a `CONTRIBUTING.md` covering development setup, checks and tests,\nthe org-standard Conventional Commits / Release Please guidance, and how\nto report issues. Commands are derived from the `Makefile`, `README.md`,\nand CI.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add contributing guide (#78)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-13T21:06:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "44dbf1148571094e7a8e71ffaebed4b73b790f11",
          "body": "Migrates `inspect_swe` from manual dispatch to Release Please (shared\nautomation), same pattern as `inspect_viz`.\n\n- **release.yaml** (new): release-please via\n`release-please-python.yml@v1` (App token); `approval-ping: false`.\n- **publish.yml**: `+on: release` (keep manual break-glass); publish\ngat\n[…]\neset + code-owner\nreview, squash-only + squash message.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: migrate release to Release Please (App auth) (#75)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-13T21:05:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3db8dca1ba37dd0de684187d5c2e18d9560ec1b2",
          "body": "## Summary\nUpdates the ACP client implementation to be compatible with\n`agent-client-protocol` 0.11.0, which includes revised `Client`\ninterface signatures and new elicitation functionality.\n\n## Key Changes\n- **Updated method signatures** to match the revised `Client` interface:\n- `request_permissio\n[…]\n`_unsupported_capability_request()` errors to indicate they are not\nimplemented by this client.\n\nhttps://claude.ai/code/session_014cUZQ5vFCUnXjGDfgFtPtk\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update ACP client for agent-client-protocol 0.11.0 compatibility (#76)",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-07-13T20:20:37Z",
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          "body": null,
          "is_bot": false,
          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-07-05T15:44:06Z",
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          "body": null,
          "is_bot": false,
          "headline": "update insepct dependency",
          "author_name": "J.J. Allaire",
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          "body": null,
          "is_bot": false,
          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
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        {
          "oid": "319f34b56f2d7fa61185d2a0b8e94756e62d89ee",
          "body": "Handle claude_code refusals gracefully",
          "is_bot": false,
          "headline": "Merge pull request #71 from meridianlabs-ai/brandly/claude-refusals",
          "author_name": "Charles Teague",
          "author_login": "dragonstyle",
          "committed_at": "2026-06-30T00:51:09Z",
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        },
        {
          "oid": "7c52458035d7fdee808e8ef6436ad483d908ab1f",
          "body": "Addresses review feedback: rather than re-parsing raw JSONL in the runner\nloop to recover the terminal stop reason, track it on LiveConsumer, which\nalready receives every ModelEvent from the bridge as a structured object.\n\n- LiveConsumer.on_complete records event.output.stop_reason (guarded for\n  em\n[…]\npletes (status=success, 0 sample errors) and the refusing sample is\nscored incorrect, matching the react and direct-model solvers.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "claude_code: source refusal stop reason from LiveConsumer",
          "author_name": "Matt Brandly",
          "author_login": "brandly",
          "committed_at": "2026-06-30T00:33:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c4156881204e0212a9f91abedbc5b3d018059c10",
          "body": "Claude Code exits with code 1 (and empty stderr) after an Anthropic\nrefusal response, even though the refusal has already been recorded in\nbridge.state and can be scored. Previously this propagated as a\nRuntimeError that interrupted the entire eval, diverging from native\nInspect solvers which score \n[…]\npletes (status=success, 0 sample errors) and the refusing sample\nis scored incorrect, matching the react and direct-model solvers.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "claude_code: treat Anthropic refusal exits as scoreable, not fatal",
          "author_name": "Matt Brandly",
          "author_login": "brandly",
          "committed_at": "2026-06-29T19:58:12Z",
          "body_truncated": true,
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        {
          "oid": "858507e4358b765a407a459c04e0a74149f80111",
          "body": null,
          "is_bot": false,
          "headline": "Handle claude_code refusals gracefully",
          "author_name": "Matt Brandly",
          "author_login": "brandly",
          "committed_at": "2026-06-29T19:49:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "f86c55101cf51704e2d860dd6fb0ff5df7418d08",
          "body": "Fix Gemini CLI ACP bridge tools",
          "is_bot": false,
          "headline": "Merge pull request #70 from rguan72/richard/fix-gemini-acp-bridged-tools",
          "author_name": "Kai Fronsdal",
          "author_login": "kaifronsdal",
          "committed_at": "2026-06-25T14:16:07Z",
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        },
        {
          "oid": "7ee151118967d46426f640220a4f480244b80682",
          "body": null,
          "is_bot": false,
          "headline": "Fix Gemini CLI ACP bridge tools",
          "author_name": "Richard Guan",
          "author_login": "rguan72",
          "committed_at": "2026-06-24T23:46:03Z",
          "body_truncated": false,
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        },
        {
          "oid": "364504adff18a5812ada630f1d140655f9e3582d",
          "body": "…bridge\n\nCheckpointer support for Codex CLI & Claude Code; run agents in home dir when sandbox default workdir is /",
          "is_bot": false,
          "headline": "Merge pull request #68 from meridianlabs-ai/feature/checkpoint-agent-…",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-18T14:44:00Z",
          "body_truncated": false,
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        },
        {
          "oid": "4439db511533c29350eebb4f2dc8801e33cf23c9",
          "body": null,
          "is_bot": false,
          "headline": "Pin inspect_ai to github main for checkpointer bridge support",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-18T13:55:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "02ab118d72cab34c5899d05492fd575893338ff7",
          "body": null,
          "is_bot": false,
          "headline": "Add CHANGELOG entry for checkpoint support",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-18T13:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0879c286843fcf15da4fea5c269fbadf2375a97",
          "body": "LiveConsumer/CodexConsumer froze outer_span_id at construction (before\ncheckpointer() entry), pinning main-agent model events and sub-agent\nspan parents to the pre-checkpoint agent span. Resolve via\ncurrent_span_id() at emission instead so attribution tracks the\nrotating checkpoint span (inspect_ai SpanRotationScope; see\ndesign/plans/checkpoint-span-cell.md there).",
          "is_bot": false,
          "headline": "Resolve consumer outer span lazily at emission time",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-11T18:06:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e56efcf5dd1690a6788373010cc63c32b8a6284f",
          "body": null,
          "is_bot": false,
          "headline": "Add Claude Code checkpoint support",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-11T12:40:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc34bcc9362bc62d1c32c32c6374887bdf0f0f0c",
          "body": null,
          "is_bot": false,
          "headline": "All agents: fall back to home dir when sandbox default working dir is /",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-10T19:28:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1a5b07e76573659507f8818b799e086aceedff5",
          "body": "…ent-bridge",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into feature/checkpoint-ag…",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-10T17:42:04Z",
          "body_truncated": false,
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        {
          "oid": "49a7c3004a872b87f9c22fc53036b397b660716f",
          "body": null,
          "is_bot": false,
          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-10T17:35:15Z",
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        },
        {
          "oid": "83a9bd06b02d7ccd58ce448bed4023977055314c",
          "body": "… (#67)",
          "is_bot": false,
          "headline": "Codex CLI: use releases/latest endpoint to avoid 504s on full listing…",
          "author_name": "Eric Patey",
          "author_login": "epatey",
          "committed_at": "2026-06-10T17:32:56Z",
          "body_truncated": false,
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        },
        {
          "oid": "6183054dac19d7c152a4be2a57716de002c38fd9",
          "body": null,
          "is_bot": false,
          "headline": "mypy",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-09T20:27:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "36d583ef710cfccbf3a055bce00de815b41542f6",
          "body": null,
          "is_bot": false,
          "headline": "use checkpointer in codex",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-09T20:26:58Z",
          "body_truncated": false,
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        },
        {
          "oid": "959d916f3cfc18ded85e6d5781ec41bd6b499715",
          "body": null,
          "is_bot": false,
          "headline": "Remove ACP patch for connection initialization order issue",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-07T13:54:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "2b57b8f68cc5fca8958d2dad05ede9f6ddf65a2f",
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          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
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        {
          "oid": "03c44dc75470a198841ca4229cb47ecc8b3dfdff",
          "body": null,
          "is_bot": false,
          "headline": "Tracing: Only trace full session output when `debug` option is passed",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-05T11:05:22Z",
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        },
        {
          "oid": "289973e490ce63dff6330bd86799e20ce78159af",
          "body": "…#63)\n\n* claude_code: report real served model instead of inspect sentinel\n\nThe bridge sentinel ('inspect'/'inspect/<model>') was used as Claude Code's displayed model, so its system prompt read 'You are powered by the model inspect'. Present the real served model name instead (new presented_model o\n[…]\no-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: J.J. Allaire <jj.allaire@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "claude_code: report real served model instead of `inspect` sentinel (…",
          "author_name": "alexlloyd-apollo",
          "author_login": "alexlloyd-apollo",
          "committed_at": "2026-06-04T17:18:30Z",
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        {
          "oid": "bbea71645fb51065b85bd952c4fec0ac6e0ab65d",
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          "is_bot": false,
          "headline": "update changelog for release",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-03T23:19:36Z",
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        {
          "oid": "71733d907665b039d0e859a5f64a2d7c122512b6",
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          "is_bot": false,
          "headline": "codex model name improvements",
          "author_name": "J.J. Allaire",
          "author_login": "jjallaire",
          "committed_at": "2026-06-03T23:19:16Z",
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        },
        {
          "oid": "8f874c078d282d167a2f428b8206a0e4e3f0a905",
          "body": "The sandbox bridge captures Claude Code's own system prompt back into\nstate.messages as a ChatMessageSystem. On resumed turns claude_code\nre-passed it via --append-system-prompt while --resume had already\nrestored it, concatenating the system prompt onto itself (2x turn 2,\n3x turn 3, ...). Send the system prompt only when creating the session;\nnever on resume, where the session already contains it.",
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          "oid": "ac66a0e370d5632527c9db1863bda3f22acbb383",
          "body": "…` tools (both default to enabled).",
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          "headline": "Codex CLI: Add options for enabling/disabling `web_search` and `goals…",
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          "author_login": "jjallaire",
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          "committed_at": "2026-05-25T14:16:30Z",
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          "oid": "648aaf9670c44ac6c3bc37c4b6b3519adfdf23bd",
          "body": "* support new claude code jsonl format\n\n* reformat",
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          "headline": "support new claude code jsonl format (#60)",
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          "headline": "Claude Code: Improved live event capture (no longer requires injectio…",
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          "headline": "Merge branch 'alex-treebeard-feat/auto-mode-flag'",
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          "committed_at": "2026-05-22T17:56:33Z",
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          "headline": "parameter order + docs for auto_mode",
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          "oid": "d3f72cefe36968f1317448e25fd757f618c9530e",
          "body": "Adds --permission-mode auto as an alternative to --dangerously-skip-permissions,\nenabling the auto-mode monitor (two-stage classifier) for eval red-teaming.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add auto_mode flag to claude_code() agent",
          "author_name": "Alex Remedios",
          "author_login": "alex-remedios",
          "committed_at": "2026-05-22T11:00:47Z",
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          "is_bot": false,
          "headline": "Update CHANGELOG.md",
          "author_name": "jjallaire",
          "author_login": "jjallaire",
          "committed_at": "2026-05-19T22:13:16Z",
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          "headline": "Fix deprecated claude-agent-acp package name (#56)",
          "author_name": "kelvin",
          "author_login": "kakugawa",
          "committed_at": "2026-05-19T22:12:08Z",
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        },
        {
          "oid": "da0f4fc488a7b53c264190f14ebb942957041082",
          "body": "* Fix opencode native skills (#53)\n\n* Fix OpenCode native skill loading\n\nOpenCode discovers global skills under HOME/.config/opencode/skills and uses its native skill tool to load them. The wrapper installed skills project-locally before setting HOME/OPENCODE_CONFIG, which made discovery depend on c\n[…]\n\n* Revert \"refactor: inline ripgrep into agentbinary\"\n\nThis reverts commit 8dd2b6c121d3b4c528c3ec443e24da08ef129dbd.\n\n* changelog and lint\n\n---------\n\nCo-authored-by: Toni Kukurin <tkukurin@gmail.com>",
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          "headline": "opencode skills: install ripgrep (#54)",
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          "headline": "Workaround for `agent_client_protocol` v0.10.0 connection bug",
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          "headline": "Update CHANGELOG.md",
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        {
          "oid": "169fa223e2669f5a3d4e65237b0a51b66b24a79a",
          "body": "The non-ACP claude_code agent and the ACP codex_cli/gemini_cli agents\nall bump a per-sample store() counter and pass port= to\nsandbox_agent_bridge so that re-entering the agent in the same\nsandbox doesn't collide with a stale model_proxy still bound on the\ndefault 13131. The ACP claude_code agent wa\n[…]\n that runs the agent more than once per sample (e.g. petri-dish\non rollback/restart) hits EADDRINUSE if the previous proxy hasn't\nfully exited.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "claude_code (ACP): allocate per-invocation bridge port (#51)",
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          "body": "…tps://github.com/agentclientprotocol/python-sdk/issues/97) is fixed",
          "is_bot": false,
          "headline": "Pin `agent-client-protocol>=0.9.0,<0.10` until [init ordering bug](ht…",
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          "headline": "Merge branch 'marians-add-opencode-agent'",
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          "headline": "ruff format",
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          "oid": "c998f7cc45cdb41210adef88dd2d7f21889716e7",
          "body": "* Disable codex_cli and gemini_cli telemetry by default\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n* Update CHANGELOG.md\n\n* ruff format\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: jjallaire <jj.allaire@gmail.com>",
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          "headline": "Disable codex_cli and gemini_cli telemetry by default (#50)",
          "author_name": "Eric Winsor",
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          "headline": "Update CHANGELOG for version 0.2.51 release",
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          "committed_at": "2026-05-07T15:27:57Z",
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          "oid": "883bd8da11f5537c7c0d62db12a05dc072f1a742",
          "body": "gemini_cli: fix MCP registration via GEMINI_CLI_TRUST_WORKSPACE",
          "is_bot": false,
          "headline": "Merge pull request #49 from kaifronsdal/gemini-acp-fixes",
          "author_name": "Kai Fronsdal",
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          "oid": "22065324846dd551dca7cdf70b9f46d0220081e0",
          "body": "… list\n\nThe explicit GEMINI_UTILITY_MODEL_NAMES alias loop is redundant once a\nfallback is set: model_aliases is checked first, then any unmatched name\nfalls through to the bridge `model=` param. The previous fallback value\n`f\"inspect/{model.api.model_name}\"` was also subtly wrong — after\nremovepref\n[…]\n for the primary name, all five known utility\nnames, gemini-3.1-flash-lite-preview (new in 0.41.1), and an arbitrary\nunknown name.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gemini_cli (ACP): use bridge fallback model instead of explicit alias…",
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          "oid": "f6a8f270f72d64204a678799975125093f65aa95",
          "body": "gemini-cli's settings schema defaults security.folderTrust.enabled to\ntrue. With no trustedFolders.json entry for the sandbox cwd and no IDE\nworkspace trust signal, Config.isTrustedFolder() returns false, and\nMcpClientManager.startConfiguredMcpServers() returns immediately\nwithout connecting to any \n[…]\ncher redirects console.* away from stderr. Switch the debug\nparam to set GEMINI_DEBUG_LOG_FILE, which debugLogger honors directly.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gemini_cli: set GEMINI_CLI_TRUST_WORKSPACE so MCP servers register",
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          "oid": "9d3205480b4c87dbb391a046ed96569ba351b50a",
          "body": "Gemini CLI makes internal model calls under hardcoded names\n(gemini-3-flash-preview, gemini-2.5-flash, etc.) for loop-detection,\nweb-search/web-fetch, edit-fixer, next-speaker-checker, subagent\ndefinitions, summarizers, and compaction. There is no env var to\noverride them.\n\nPreviously the ACP wrappe\n[…]\nnot in the alias list still falls back to the target\n  (mirrors the non-ACP gemini_cli wrapper).\n- Add a debug=False param that runs gemini-cli with --debug / DEBUG=1\n  for MCP-connection diagnostics.",
          "is_bot": false,
          "headline": "gemini_cli (ACP): alias hardcoded utility-model names to target (#48)",
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          "headline": "Adapt examples",
          "author_name": "Marian Steinbach",
          "author_login": "marians",
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          "headline": "Adapt tests",
          "author_name": "Marian Steinbach",
          "author_login": "marians",
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          "headline": "Merge branch 'main' into add-opencode-agent",
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          "headline": "Merge branch 'Scott-Simmons-fix/ensurepip-wheel-download'",
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          "headline": "ruff check",
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                "detail": null,
                "points": 25,
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                "points": 15,
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                "points": 10,
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                "points": 0,
                "status": "missed",
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        "description": "Are baseline engineering and documentation practices in place?"
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        "key": "security",
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        "value": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:inspect_swe@0.2.67; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T15:25:34.774988Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/meridianlabs-ai/inspect_swe.svg",
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}

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