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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 12:55 UTC

runtm-ai / runtm

Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.

Python · GoEigene Lizenz★ 286 Sterne⑂ 31 Forksseit Jan. 2026Auf GitHub ansehen ↗

runtm-ai/runtm erreicht einen Gesundheitsindex von 70 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (96/100) ab, am schwächsten bei Sustainability & Governance (46/100). Zuletzt vor 2 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

70
gesamt / 100
Gut

Software-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.

70
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)
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.

Eigentümerschaft

runtmOrganisation
14 Follower4 öffentliche Reposseit Dez. 2025

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIruntm0.2.132-34vor 2 Tagenaiclideploymentdevopsfly.ioserverless

Metriken nach Kategorie

Vitalität

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

82Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 2 Tagen
13.2/36Commit-Rhythmus — 19/52 Wochen mit Commits
17.8/18Commit-Volumen — 94 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year94
human_commit_share1
days_since_last_push2
active_weeks_last_year19
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 13 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 2 Tagen
27/27Release-Rhythmus — ein Release etwa alle 4,3 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count13
latest_release_tagpackages/agent/v0.0.13
releases_from_tagsnein
days_since_latest_release2
mean_days_between_releases4,3

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

68Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
39.8/60Stars — 286 Stars
12.3/25Forks — 31 Forks
0/15Watcher — 2 Watcher
Verwendete Eingangsdaten
forks31
stars286
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
16.9/22.5Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

46Gefährdet · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
5.1/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 77 % der Commits
4.1/13.5Breite der Beitragenden — 3 Beitragende
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled3
top_contributor_share0,772
Wie die Bewertung erfolgt
0/46.8Issue-Lösungsquote — 0 % der Issues geschlossen
35.2/38.3PR-Annahme — 23/25 entschiedene PRs gemergt
1.5/15OpenSSF Scorecard: Code-Review — Found 3/25 approved changesets -- score normalized to 1
Verwendete Eingangsdaten
merged_prs23
open_issues8
closed_issues0
issue_closed_ratio0
closed_unmerged_prs2
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
8.5/25Reichweite des Inhabers — 14 Follower von runtm-ai
6.3/25Kontohistorie — 4 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers14
owner_typeOrganization
is_verified
owner_loginruntm-ai
public_repos4
account_age_days223

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 2 Tagen
20/20Versionshistorie — 34 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesruntm
ecosystemspypi
any_deprecatednein
min_days_since_publish2

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .eslintrc.json, ruff.toml
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.runtm.com/
10/10Repository-Beschreibung
10/10Topics — 18 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsai-agents, agent-runtime, agentic, control-plane, ephemeral-environments, infra, llm-tools, llmops, observability, open-source, serverless, app-runtime, anthropic, claude, cursor, openai, claude-code, sandbox
has_wikija
homepagehttps://www.runtm.com/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

59Mittel · 16 % des Gesamtindex

Sicherheitslage

49Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 17 out of 17 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
0.8/7.5Code-Review — Found 3/25 approved changesets -- score normalized to 1
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 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
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,8
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages35
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:runtm@0.2.132 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 35 Paketen. Erreichbarkeit wird nicht analysiert.

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.

80Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — CLAUDE.md, templates/backend-service/AGENT.md, templates/backend-service/CLAUDE.md, templates/docker/AGENT.md, templates/docker/CLAUDE.md, templates/static-site/AGENT.md, templates/static-site/CLAUDE.md, templates/web-app/AGENT.md, templates/web-app/CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
30.6/40Lesbare Commit-Historie — 54 von 94 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,574
agent_instruction_filesCLAUDE.md, templates/backend-service/AGENT.md, templates/backend-service/CLAUDE.md, templates/docker/AGENT.md, templates/docker/CLAUDE.md, templates/static-site/AGENT.md, templates/static-site/CLAUDE.md, templates/web-app/AGENT.md, templates/web-app/CLAUDE.md
agent_instruction_max_bytes16.673
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — packages/agent/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — .eslintrc.json, ruff.toml
11/11Statische Typprüfung — templates/static-site/tsconfig.json, templates/web-app/frontend/tsconfig.json
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
10/10Belegte Agentenpraxis — 33 der letzten 94 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
lockfilesgo.sum, uv.lock
has_dockerfileja
typed_languagenein
bootstrap_filespackages/agent/Makefile
has_devcontainernein
has_linter_configja
typecheck_configstemplates/static-site/tsconfig.json, templates/web-app/frontend/tsconfig.json
agent_commit_share0,351
toolchain_manifestspackages/agent/go.mod
dependency_bot_commit_share0
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (templates/static-site/tsconfig.json, templates/web-app/frontend/tsconfig.json)
55/55Handhabbare Dateigrößen — 0/260 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes57.346
source_files_sampled260
oversized_source_files0

Eckdaten

286GitHub-Sterne
3Mitwirkende
94Commits, letzte 12 Monate
2Tage seit letztem Push
13Releases
1Bus-Faktor
8offene 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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 31 ⇿
0Sterne
31Forks
12Releases

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.

01325383132026-032026-052026-07
Major 0Minor 0Patch 0
OpenSSF Scorecard 4.8 / 10
4.8Gesamtwert

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 · 2026-07-27 12:55 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests17 out of 17 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/25 approved changesets -- score normalized to 1
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 0 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
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
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

Abhängigkeits-Advisories 0

Die Installation von pypi:runtm@0.2.132 zieht 35 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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        {
          "oid": "02aea30518314b41688bf59a4717a710a993158d",
          "body": "…#45)\n\nEvery org-scoped command (templates, skills, MCP, guardrails, team\ntelemetry) reported \"the API key has no org\" even when the key was\norg-bound, forcing users to set RUNTM_ORG_ID by hand.\n\nThe bootstrap in requireOrgClient called GET /auth/verify. That route is\nmounted at the backend root, bu\n[…]\nn organization_id on personal keys; it now shares the same\nresolution and is applied after the payload copy so a null\norganization_id can't clobber it.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(agent): resolve org context from /v1/me so org-scoped keys work (…",
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          "is_coding_agent": true
        },
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          "body": "Lint has failed on every PR since 2026-07-23 with no code change to\nexplain it. Ruff 0.16.0 published at 19:10 UTC that day; the first\nfailure was 19:40. Both workflows installed Ruff unpinned -- `uvx ruff`\nin lint.yml and `pip install ruff` in ci.yml -- so CI silently adopted\nthe new major the mome\n[…]\nthing. Adopting 0.16.0 should be its own PR that\napplies the reformat alongside the bump, so the change is reviewable\nrather than arriving unannounced.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "ci: pin Ruff to 0.15.22 so a new release can't red every PR (#46)",
          "author_name": "Gus Trigos",
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          "oid": "39ef7fd2f5979b2db4655d1908fe19b29a3e1615",
          "body": "…ning upgrades (#43)\n\n* fix(agent): resolve gosec G301/G304/G306 code-security findings\n\nOneleet's gosec scan flags 9 findings in packages/agent:\n\n- G301 (3): skill install/pull created directories 0755; tightened to\n  0750 (skills_cmd.go, skills_pull_cmd.go x2)\n- G306 (2): skill files written 0644;\n[…]\ner pytest 9.1.1 with the\nupgraded deps; go build/test pass in packages/agent.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(security): resolve gosec code-security findings + dependency-scan…",
          "author_name": "cvolante54",
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          "committed_at": "2026-07-11T02:03:47Z",
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          "body": "'1.25' resolved to 1.25.11 on the runner, leaving one HIGH stdlib CVE\n(CVE-2026-39822, fixed in 1.25.12) in the released binaries.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(release-agent): pin Go 1.25.12 (CVE-2026-39822 stdlib fix)",
          "author_name": "Charlie",
          "author_login": null,
          "committed_at": "2026-07-09T23:37:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "85be065fb3cfd20bddd8c1eb6f997849621da684",
          "body": "The v0.0.10 runtm-api release binaries embed the Go 1.23.12 stdlib, which\nArtifact Registry scanning flags with 2 CRITICAL + 22 HIGH CVEs\n(CVE-2025-68121, CVE-2026-27143 et al) in every sandbox image that bakes\nthe CLI. Go 1.25.9+ carries the fixes.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(release-agent): build releases with Go 1.25 (patched stdlib)",
          "author_name": "Charlie",
          "author_login": null,
          "committed_at": "2026-07-09T23:22:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "62408384dc4953aadefdb136f3bcdf52affa359f",
          "body": "The `runtm-api integrations` command only ever managed LLM provider API\nkeys (Anthropic/OpenAI). Naming it \"integrations\" collided with the\nexternal-integration surface (MCP servers, skills, tools, CLIs, APIs)\ndocumented in the `runtm-integrations` skill, so a prompt about\n\"integrations\" was ambiguo\n[…]\nling.\n\nBREAKING CHANGE: `runtm-api integrations …` is now `runtm-api providers …`.\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(agent)!: rename `integrations` CLI command to `providers` (#40)",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-07-01T20:46:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4f6391fa29661fe2636aa4ed6f6fe7d85f606498",
          "body": "…d integration decision process (#39)\n\n* docs(agent): rename runtm-directives skill to runtm-integrations + add integration process\n\nRename the bundled `runtm-directives` skill (and its embedded copy) to\n`runtm-integrations`, and rewrite its \"adding an integration\" guidance into a\nstructured 5-step \n[…]\n build passes.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(agent): rename runtm-directives skill to runtm-integrations + ad…",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-07-01T04:32:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7e0f6b48c0ec348917339cdffad50087266ca524",
          "body": "…iling (#38)\n\n`runtm-api skills install` reported \"No AI agent skills directory found\n(~/.claude or ~/.cursor)\" even when ~/.claude existed, because detection\nstat'd the ~/.claude/skills *subdir* (the parent of the runtm target) rather\nthan the agent root. A fresh agent has ~/.claude (settings.json \n[…]\n up.\n\nAdds tests for resolveSkillTargets (root-dir detection, no-agent, override).\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent): skills install creates the agent skills dir instead of fa…",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-24T23:40:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "030a0affc8c8e678549257ef5d0948760f9e2060",
          "body": "…ally (#35)\n\nAdd `runtm-api skills pull <template-id>`, which downloads every skill\nthat materializes into a template and writes it to disk in the same\nlayout a session gets at launch:\n\n  ~/.claude/skills/<name>/SKILL.md   (claude-code)\n  ~/.agents/skills/<name>/SKILL.md   (codex)\n\nIt lists the org'\n[…]\nx pulls\nits own skills instead of the worker shuffling every blob through its RAM.\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): add `skills pull` to materialize a template's skills loc…",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-17T22:53:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6f813f2336f70680a2fcf0b58b3715519ac076f0",
          "body": "Adds the attachment surface the dashboard already has, so sessions launched\nfrom a template can load org skills/MCP servers without the UI.\n\n- skills|mcp attach|detach|attachments <id> — scope a directive to templates\n  (--template), repos (--repo), or all repos (--all). attach/detach read the\n  cur\n[…]\n API vs CLI vs MCP and auth methods and\n  let the user choose before implementing.\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): attach skills & MCP servers to templates from the CLI (#34)",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-17T19:49:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a4c30db6bdad0d6275e80caee3bc85a523fec9e4",
          "body": "…xes (#33)\n\n* feat(agent): manage Slack/GitHub agents from the CLI + URL output fixes\n\nAdd `runtm-api agents` (create/list/get/update/delete) for Slack and GitHub\nintegration agents, normalize RUNTM_API_URL to the cloud proxy, and stop\nHTML-escaping URLs in JSON output.\n\n- agents create --type slack\n[…]\nnded `--logo`.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): agents + custom tool providers in the CLI, URL output fi…",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-17T16:09:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7aca30771557793436878fcd87d53148f5f3e143",
          "body": "Add `runtm-api skills`, `runtm-api mcp`, and `runtm-api tools` with full\ncreate/get/list/update/delete against the cloud API, so agents can author\nskills, wire up MCP servers, and store provider tool credentials without the\ndashboard.\n\n- skills: cloud CRUD alongside the existing `install`; `skills l\n[…]\nands; SKILL.md bumped\n  to 0.7.0 with a Quick Reference row and a More Skills link\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agent): CRUD skills, MCP servers, and tools from the CLI (#32)",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-16T04:49:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ab7714a1f650fe11b4b6a094a54bb0893f542864",
          "body": "Newer uv (via setup-uv@v5) re-locks and syncs the project as a side\neffect of `uv version`. Resolving packages/cli pulls in its dev extra\nwhich depends on runtm-agents and runtm-sandbox, workspace-only packages\nthat are never published to PyPI, so resolution fails and the Publish to\nPyPI job exits 1\n[…]\n-frozen so `uv version` only edits pyproject.toml without\nre-locking or resolving.\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): pass --frozen to uv version in publish workflow (#31)",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-15T23:15:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "029bc4be6c6e8089741000966d042d2b065ea375",
          "body": "…ent (#30)\n\n* feat(cli): add interactive SSH/terminal sessions and org template management\n\nAdds an interactive terminal/SSH attach command for sandbox sessions\n(Go agent) and a `runtm template` command group for managing org\ntemplates and their session arguments, mirrored in the Go agent.\nUpdates t\n[…]\nmplate command\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(cli): interactive SSH/terminal sessions and org template managem…",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-15T23:00:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c8cc57e2b6af16583ac3f7a7d08f1b816c56400b",
          "body": "…#29)\n\nStop recurring \"SSL connection has been closed unexpectedly\" errors\nbehind Fly MPG's PgBouncer:\n- Lower pool_recycle 1800s -> 300s so connections recycle before the\n  upstream pooler closes idle server connections (~1/3 of pre-ping\n  probes were hitting dead connections)\n- Add TCP keepalives \n[…]\na joinedload, since\nDeploymentResponse.from_db() reads provider_resource.app_name.\n\nCo-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(api): rework DB pool config for PgBouncer + fix deployments N+1 (…",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-06-12T20:18:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "000cbb88fe37c4f45a3fb22b167d328fea27ce46",
          "body": "Co-authored-by: Charlie <charlie@Charlies-MacBook-Pro.local>",
          "is_bot": false,
          "headline": "imrpve docs and fix cli issue (#22)",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
          "committed_at": "2026-05-25T05:13:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "351f87780e5063e8ef0fe3272c9e5c5a35dfe2c5",
          "body": null,
          "is_bot": false,
          "headline": "Merge runtm-api goreleaser installer changes",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-16T00:54:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c08bdcc7d492c337f2f9f2393b23cb754913df0",
          "body": "Add a GitHub release workflow, hosted installer docs, and skill sync hooks so agents can install runtm-api without a local Go toolchain.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(agent): publish runtm-api binaries with goreleaser",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-16T00:54:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1ce961ae08239c742367ed9befef711459987539",
          "body": "Org-scoped commands (templates, team telemetry, team secrets, org\ninstructions, guardrails) previously errored when RUNTM_ORG_ID wasn't\nset even if the API key was already bound to an org. Now the CLI calls\n/auth/verify lazily on first need (memoized per process) and uses the\nkey's embedded organiza\n[…]\ns can confirm before running mutating commands.\n\nAdds runtime_test.go covering verify success, personal-key empty path,\nand verify failure propagation.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(cli): auto-discover org from API key for org-scoped commands",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-12T20:07:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "50747fce84bcecc0a142cb8df3e0359003c98abd",
          "body": "All canonical endpoint examples (sessions, templates, secrets, user,\norganizations, deploy, auth/verify) now use the /api/cloud/* namespace\nwhich proxies through Next.js to the FastAPI backend without colliding\nwith dashboard BFF routes.\n\nAlso updated mint.json baseUrl from /api to /api/cloud.\n\nv0/v1 endpoint docs are unchanged (already proxied directly).\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: update API reference URLs to use /api/cloud proxy namespace",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-12T01:40:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d9e9038fbdc74be755f4f443d8fa32efc64fff31",
          "body": "Use https://app.runtm.com/api/cloud as the production default so the CLI can\nreach FastAPI canonical /api/* routes without colliding with dashboard BFF\nroutes. Local development continues to use RUNTM_API_URL=http://localhost:8081/api.\n\nUpdate README and embedded skill docs to explain the proxy namespace.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix: route runtm-api traffic through cloud proxy namespace",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-12T01:32:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "130e9db9e8d32543e541a9f07523cc69905c598e",
          "body": "The pip CLI (runtm v0.2.x) and Go CLI were both called `runtm`, causing\nPATH shadowing when customers had both installed. The Go binary is now\n`runtm-api` so both coexist without conflict.\n\nUpdated: cmd directory, Makefile, install.sh, README, all 4 skill files,\nembedded skill copies, and root cobra command.\n\nInstall: go install github.com/runtm-ai/runtm/packages/agent/cmd/runtm-api@latest\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix: rename binary from runtm to runtm-api to avoid pip CLI collision",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-12T01:12:59Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a03d55f861eb81ddd4c17d12c0221be41c7e2777",
          "body": "feat: add `runtm skills install` with embedded skill files",
          "is_bot": false,
          "headline": "Merge pull request #20 from runtm-ai/feat/agent-cli",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T22:44:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23db581ff7a06403164f62e780d55870f408e5b3",
          "body": "Skills are now baked into the binary via Go embed. `runtm skills install`\nauto-detects Claude Code and Cursor directories and writes all 4 SKILL.md\nfiles with no network fetch. Customer install is now two commands:\n\n  go install github.com/runtm-ai/runtm/packages/agent/cmd/runtm@latest\n  runtm skills install\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: add `runtm skills install` with embedded skill files",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T22:15:49Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1b32f77337414e50385f2edb6e4a83a9e328dcce",
          "body": "feat: add Go agent CLI for programmatic cloud API access",
          "is_bot": false,
          "headline": "Merge pull request #19 from runtm-ai/feat/agent-cli",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T22:12:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64b36ddd730d78b3c4f8c8cf1c39548747fe4abd",
          "body": "Thin Go CLI (`runtm`) that wraps the hosted cloud API so AI coding agents\n(Claude Code, Cursor, etc.) can drive Runtime programmatically.\n\nSurface:\n- sessions: full CRUD + files + env + git + deploy + lifecycle + prompt SSE\n- templates: full lifecycle (create/build/fix-session/save-snapshot/secrets)\n[…]\n commands to run, error\nrecovery, and multi-step workflow recipes. Installed via `go install`.\n\nAll endpoints verified end-to-end against live backend.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: add Go agent CLI for programmatic cloud API access",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T22:11:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "15279942d647d1a0ab7ea438bca63f884f0f238f",
          "body": "docs: surface v0 programmatic and v2 sandbox-lifecycle session endpoints",
          "is_bot": false,
          "headline": "Merge pull request #18 from runtm-ai/feat/docs-sessions-v0-v2",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T00:21:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9982895b2dca34a0348a671ea956fd3fbb7e951",
          "body": "Large endpoint groups (Sessions 37, Templates 14, Context 17, Activity\n10) are now broken into collapsible subgroups so the sidebar is\nscannable without endless scrolling.\n\nSessions: CRUD at top, then Lifecycle, Prompts, Files, Env Vars,\n  Instructions, Git as nested groups\nTemplates: CRUD at top, t\n[…]\n then Personal, Team\nContext: Instructions at top, then Skills\nProvider Keys: Resolved + Plan at top, then User Keys, Org Keys\nActivity: Personal, Team\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: organize API reference sidebar with nested collapsible groups",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T00:19:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b23f9290c8b09857515fc31bed21df8778201197",
          "body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: fix preview URL to use dev.runtm.com instead of e2b.app",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T00:16:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "75cdd68304c5ee9ac2fd39df7d2f5ec08e214e68",
          "body": "- Replace all E2B references with generic \"sandbox provider(s)\" phrasing\n  so docs are provider-agnostic\n- Replace all em dashes with hyphens across 54 mdx files for consistent\n  punctuation\n- Hide Programmatic Agents (v0) and Sandbox Lifecycle (v2) nav groups\n  from mint.json (pages kept on disk, just not wired into sidebar)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: remove E2B branding and em dashes from all doc pages",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T00:15:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a6253459e95c34ea96971e87233b51b762575611",
          "body": "The Sessions API reference was missing the v0 (programmatic API-key) and\nv2 (sandbox lifecycle) surfaces — only the launch endpoint existed for\nv0 and it wasn't even wired into the sidebar nav. This makes both\nversions discoverable and labels the legacy v1 endpoints they replace.\n\n- Add 6 v0 referen\n[…]\n- Cross-link launch.mdx to the rest of the v0 surface\n- Add deprecation Warning banners to v1 start.mdx and heartbeat.mdx\n  pointing at v2 replacements\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "docs: surface v0 programmatic and v2 sandbox-lifecycle session endpoints",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-11T00:04:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0dccf75e48b6ce25d0198d3063b9fb41578bac94",
          "body": "Restructure docs for cloud API and move OSS docs to open-source/",
          "is_bot": false,
          "headline": "Merge pull request #17 from runtm-ai/feat/docs-cloud-api-restructure",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-10T23:40:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98ff371602a256f1485a518d55c6fa2e83ff7543",
          "body": "- Add comprehensive cloud-api/ docs covering sessions, auth, websockets,\n  templates, secrets, deploy, integrations, and activity endpoints\n- Add concepts/ section explaining sessions, agents, templates, context,\n  guardrails, organizations, observability, and real-time features\n- Add new guides for\n[…]\nder open-source/ to separate cloud vs OSS documentation\n- Update mint.json navigation and introduction/quickstart pages\n- Update logos and cursorignore\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Restructure docs for cloud API and move OSS docs to open-source/",
          "author_name": "Gus Trigos",
          "author_login": "Gustrigos",
          "committed_at": "2026-05-10T19:04:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2ea6c9310ece26d73e47bdc2909a011cd2dea9c3",
          "body": null,
          "is_bot": false,
          "headline": "fix bug with volumes",
          "author_name": "Carlos Volante",
          "author_login": "cvolante54",
          "committed_at": "2026-05-10T05:39:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db8f05043ea372cb4d979a098b5254bd8d4ac891",
          "body": "* increase timeouts\n\n* fix linting",
          "is_bot": false,
          "headline": "increase timeouts (#15)",
          "author_name": "cvolante54",
          "author_login": "cvolante54",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 3/25 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:runtm@0.2.132 runtime dependency closure — what installing the published package pulls in — 35 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:runtm@0.2.132",
                  "assessed": 35
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 35,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 35,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 80,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.574,
              "agent_instruction_files": [
                "CLAUDE.md",
                "templates/backend-service/AGENT.md",
                "templates/backend-service/CLAUDE.md",
                "templates/docker/AGENT.md",
                "templates/docker/CLAUDE.md",
                "templates/static-site/AGENT.md",
                "templates/static-site/CLAUDE.md",
                "templates/web-app/AGENT.md",
                "templates/web-app/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 16673
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md, templates/backend-service/AGENT.md, templates/backend-service/CLAUDE.md, templates/docker/AGENT.md, templates/docker/CLAUDE.md, templates/static-site/AGENT.md, templates/static-site/CLAUDE.md, templates/web-app/AGENT.md, templates/web-app/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md, templates/backend-service/AGENT.md, templates/backend-service/CLAUDE.md, templates/docker/AGENT.md, templates/docker/CLAUDE.md, templates/static-site/AGENT.md, templates/static-site/CLAUDE.md, templates/web-app/AGENT.md, templates/web-app/CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "54 of 94 human commits state their intent (structured subject or explanatory body)",
                "points": 30.6,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 54,
                      "sampled": 94
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "packages/agent/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "templates/static-site/tsconfig.json",
                "templates/web-app/frontend/tsconfig.json"
              ],
              "agent_commit_share": 0.351,
              "toolchain_manifests": [
                "packages/agent/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "packages/agent/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/agent/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc.json, ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.json, ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "templates/static-site/tsconfig.json, templates/web-app/frontend/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "templates/static-site/tsconfig.json, templates/web-app/frontend/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "33 of the last 94 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 33,
                      "sampled": 94
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 57346,
              "source_files_sampled": 260,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (templates/static-site/tsconfig.json, templates/web-app/frontend/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "templates/static-site/tsconfig.json, templates/web-app/frontend/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/260 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 260,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T12:55:37.276985Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/runtm-ai/runtm.svg",
  "full_name": "runtm-ai/runtm",
  "license_state": "custom",
  "license_spdx": null
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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