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Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-14 23:11 UTC

cobusgreyling / loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

JavaScript · TypeScriptMIT★ 7.785 Sterne⑂ 1.008 Forksseit Juni 2026Auf GitHub ansehen ↗

cobusgreyling/loop-engineering erreicht einen Gesundheitsindex von 68 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Community & Adoption (86/100) ab, am schwächsten bei Security (56/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

68
gesamt / 100
Mittel

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.

68
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

Cobus GreylingPersönliches Konto
311 Follower136 öffentliche Reposseit Juni 2014Kore AI

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Metriken nach Kategorie

Vitalität

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

68Mittel · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
3.5/36Commit-Rhythmus — 5/52 Wochen mit Commits
18/18Commit-Volumen — 218 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year218
human_commit_share
days_since_last_push0
active_weeks_last_year5
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 1 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 14 Tagen
12.6/27Release-Rhythmus — Rhythmus unbekannt (nur ein Release)
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count1
latest_release_tagv1.5.0
releases_from_tagsnein
days_since_latest_release14
mean_days_between_releases
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?

86Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
60/60Stars — 7.785 Stars
25/25Forks — 1.008 Forks
9.2/15Watcher — 46 Watcher
Verwendete Eingangsdaten
forks1.008
stars7.785
watchers46
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
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templateja

Nachhaltigkeit & Governance

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

57Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
10.1/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 55 % der Commits
13.5/13.5Breite der Beitragenden — 20 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled20
top_contributor_share0,55
Wie die Bewertung erfolgt
35.1/46.8Issue-Lösungsquote — 75 % der Issues geschlossen
30.3/38.3PR-Annahme — 149/188 entschiedene PRs gemergt
6/15OpenSSF Scorecard: Code-Review — Found 13/28 approved changesets -- score normalized to 4
Verwendete Eingangsdaten
merged_prs149
open_issues17
closed_issues51
issue_closed_ratio0,75
closed_unmerged_prs39
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
17.9/25Reichweite des Inhabers — 311 Follower von cobusgreyling
25/25Kontohistorie — 136 öffentliche Repos, Kontoalter ca. 12 Jahre
Verwendete Eingangsdaten
followers311
owner_typeUser
is_verified
owner_logincobusgreyling
public_repos136
account_age_days4.415
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

76Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 15 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
12/20OpenSSF Scorecard: CI-Tests — 19 out of 28 merged PRs checked by a CI test -- score normalized to 6
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://cobusgreyling.github.io/loop-engineering/
10/10Repository-Beschreibung
10/10Topics — 17 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsagentic-ai, ai-agents, ai-coding, anthropic, automation, claude, claude-code, codex, coding-agents, devops-automation, devtools, github-actions, grok, llm, loop-engineering, mcp, prompt-engineering
has_wikija
homepagehttps://cobusgreyling.github.io/loop-engineering/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

56Mittel · 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
1.5/2.5CI-Tests — 19 out of 28 merged PRs checked by a CI test -- score normalized to 6
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 13/28 approved changesets -- score normalized to 4
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
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 — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

66Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, starters/changelog-drafter-opencode/AGENTS.md, starters/ci-sweeper-opencode/AGENTS.md, starters/dependency-sweeper-opencode/AGENTS.md, starters/issue-triage-opencode/AGENTS.md, starters/minimal-loop-opencode/AGENTS.md, starters/post-merge-cleanup-opencode/AGENTS.md, starters/pr-babysitter-opencode/AGENTS.md, tools/goal-audit/test/fixtures/good-goal-project/AGENTS.md
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_filesAGENTS.md, starters/changelog-drafter-opencode/AGENTS.md, starters/ci-sweeper-opencode/AGENTS.md, starters/dependency-sweeper-opencode/AGENTS.md, starters/issue-triage-opencode/AGENTS.md, starters/minimal-loop-opencode/AGENTS.md, starters/post-merge-cleanup-opencode/AGENTS.md, starters/pr-babysitter-opencode/AGENTS.md, tools/goal-audit/test/fixtures/good-goal-project/AGENTS.md
agent_instruction_max_bytes1.436
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — tools/goal-audit/tsconfig.json, tools/loop-audit/tsconfig.json, tools/loop-context/tsconfig.json, tools/loop-cost/tsconfig.json, tools/loop-init/tsconfig.json, tools/loop-sync/tsconfig.json, tools/loop-worktree/tsconfig.json, tools/mcp-server/tsconfig.json
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configstools/goal-audit/tsconfig.json, tools/loop-audit/tsconfig.json, tools/loop-context/tsconfig.json, tools/loop-cost/tsconfig.json, tools/loop-init/tsconfig.json, tools/loop-sync/tsconfig.json, tools/loop-worktree/tsconfig.json, tools/mcp-server/tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — JavaScript mit Typprüfungs-Konfiguration (tools/goal-audit/tsconfig.json, tools/loop-audit/tsconfig.json, tools/loop-context/tsconfig.json, tools/loop-cost/tsconfig.json, tools/loop-init/tsconfig.json, tools/loop-sync/tsconfig.json, tools/loop-worktree/tsconfig.json, tools/mcp-server/tsconfig.json)
55/55Handhabbare Dateigrößen — 0/38 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageJavaScript
largest_source_bytes25.774
source_files_sampled38
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

7.785GitHub-Sterne
20Mitwirkende
218Commits, letzte 12 Monate
0Tage seit letztem Push
1Releases
1Bus-Faktor
17offene Issues
npmPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 5.6 / 10
5.6Gesamtwert

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 · 2026-07-14 23:11 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
6CI-Tests19 out of 28 merged PRs checked by a CI test -- score normalized to 6
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 13/28 approved changesets -- score normalized to 4
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Alle Abhängigkeiten 105

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 105 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
npm@cobusgreyling/loop-audit1.5.3indirekt
npm@cobusgreyling/loop-cost1.1.0indirekt
npm@hono/node-server1.19.14indirekt
npm@modelcontextprotocol/sdk1.29.0indirekt
npm@types/node25.9.4indirekt
npm@types/node20.19.42indirekt
npm@types/node22.20.0indirekt
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npm@types/node26.1.0indirekt
npmaccepts2.0.0indirekt
npmajv8.20.0indirekt
npmajv-formats3.0.1indirekt
npmbody-parser2.3.0indirekt
npmbytes3.1.2indirekt
npmcall-bind-apply-helpers1.0.2indirekt
npmcall-bound1.0.4indirekt
npmcontent-disposition1.1.0indirekt
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npmcookie0.7.2indirekt
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npmcors2.8.6indirekt
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npmdebug4.4.3indirekt
npmdepd2.0.0indirekt
npmdunder-proto1.0.1indirekt
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npmes-define-property1.0.1indirekt
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npmetag1.8.1indirekt
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npmexpress-rate-limit8.5.2indirekt
npmfast-deep-equal3.1.3indirekt
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npmfinalhandler2.1.1indirekt
npmforwarded0.2.0indirekt
npmfresh2.0.0indirekt
npmfunction-bind1.1.2indirekt
npmget-intrinsic1.3.0indirekt
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npmgopd1.2.0indirekt
npmhas-symbols1.1.0indirekt
npmhasown2.0.4indirekt
npmhono4.12.27indirekt
npmhttp-errors2.0.1indirekt
npmiconv-lite0.7.2indirekt
npminherits2.0.4indirekt
npmip-address10.2.0indirekt
npmipaddr.js1.9.1indirekt
npmis-promise4.0.0indirekt
npmisexe2.0.0indirekt
npmjose6.2.3indirekt
npmjson-schema-traverse1.0.0indirekt
npmjson-schema-typed8.0.2indirekt
npmmath-intrinsics1.1.0indirekt
npmmedia-typer1.1.0indirekt
npmmerge-descriptors2.0.0indirekt
npmmime-db1.54.0indirekt
npmmime-types3.0.2indirekt
npmms2.1.3indirekt
npmnegotiator1.0.0indirekt
npmobject-assign4.1.1indirekt
npmobject-inspect1.13.4indirekt
npmon-finished2.4.1indirekt
npmonce1.4.0indirekt
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npmsafer-buffer2.1.2indirekt
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npmshebang-command2.0.0indirekt
npmshebang-regex3.0.0indirekt
npmside-channel1.1.1indirekt
npmside-channel-list1.0.1indirekt
npmside-channel-map1.0.1indirekt
npmside-channel-weakmap1.0.2indirekt
npmstatuses2.0.2indirekt
npmtoidentifier1.0.1indirekt
npmtype-is2.1.0indirekt
npmtypescript5.9.3indirekt
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npmundici-types7.24.6indirekt
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npmunpipe1.0.0indirekt
npmvary1.1.2indirekt
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npmyaml2.9.0indirekt
npmzod4.4.3indirekt
npmzod-to-json-schema3.25.2indirekt
JSON-Rohbericht maschinenlesbar
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              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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 2",
                "points": 1,
                "status": "partial",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 7
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "starters/changelog-drafter-opencode/AGENTS.md",
                "starters/ci-sweeper-opencode/AGENTS.md",
                "starters/dependency-sweeper-opencode/AGENTS.md",
                "starters/issue-triage-opencode/AGENTS.md",
                "starters/minimal-loop-opencode/AGENTS.md",
                "starters/post-merge-cleanup-opencode/AGENTS.md",
                "starters/pr-babysitter-opencode/AGENTS.md",
                "tools/goal-audit/test/fixtures/good-goal-project/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 1436
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, starters/changelog-drafter-opencode/AGENTS.md, starters/ci-sweeper-opencode/AGENTS.md, starters/dependency-sweeper-opencode/AGENTS.md, starters/issue-triage-opencode/AGENTS.md, starters/minimal-loop-opencode/AGENTS.md, starters/post-merge-cleanup-opencode/AGENTS.md, starters/pr-babysitter-opencode/AGENTS.md, tools/goal-audit/test/fixtures/good-goal-project/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, starters/changelog-drafter-opencode/AGENTS.md, starters/ci-sweeper-opencode/AGENTS.md, starters/dependency-sweeper-opencode/AGENTS.md, starters/issue-triage-opencode/AGENTS.md, starters/minimal-loop-opencode/AGENTS.md, starters/post-merge-cleanup-opencode/AGENTS.md, starters/pr-babysitter-opencode/AGENTS.md, tools/goal-audit/test/fixtures/good-goal-project/AGENTS.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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "tools/goal-audit/tsconfig.json",
                "tools/loop-audit/tsconfig.json",
                "tools/loop-context/tsconfig.json",
                "tools/loop-cost/tsconfig.json",
                "tools/loop-init/tsconfig.json",
                "tools/loop-sync/tsconfig.json",
                "tools/loop-worktree/tsconfig.json",
                "tools/mcp-server/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tools/goal-audit/tsconfig.json, tools/loop-audit/tsconfig.json, tools/loop-context/tsconfig.json, tools/loop-cost/tsconfig.json, tools/loop-init/tsconfig.json, tools/loop-sync/tsconfig.json, tools/loop-worktree/tsconfig.json, tools/mcp-server/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tools/goal-audit/tsconfig.json, tools/loop-audit/tsconfig.json, tools/loop-context/tsconfig.json, tools/loop-cost/tsconfig.json, tools/loop-init/tsconfig.json, tools/loop-sync/tsconfig.json, tools/loop-worktree/tsconfig.json, tools/mcp-server/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "JavaScript",
              "largest_source_bytes": 25774,
              "source_files_sampled": 38,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "JavaScript with type-check config (tools/goal-audit/tsconfig.json, tools/loop-audit/tsconfig.json, tools/loop-context/tsconfig.json, tools/loop-cost/tsconfig.json, tools/loop-init/tsconfig.json, tools/loop-sync/tsconfig.json, tools/loop-worktree/tsconfig.json, tools/mcp-server/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "tools/goal-audit/tsconfig.json, tools/loop-audit/tsconfig.json, tools/loop-context/tsconfig.json, tools/loop-cost/tsconfig.json, tools/loop-init/tsconfig.json, tools/loop-sync/tsconfig.json, tools/loop-worktree/tsconfig.json, tools/mcp-server/tsconfig.json",
                      "language": "JavaScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/38 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 38,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-14T23:11:49.855501Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/cobusgreyling/loop-engineering.svg",
  "full_name": "cobusgreyling/loop-engineering",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.11.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.