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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-30 04:19 UTC

keakon / chord

A lightweight, local-first terminal coding agent. Low resource usage, reliable long sessions, flexible model orchestration, Vim-like navigation, multi-agent collaboration, and a headless mode for remote control — designed to make AI coding feel calm and predictable.

GoMIT★ 11 Sterne⑂ 2 Forksseit Apr. 2026Auf GitHub ansehen ↗

keakon/chord erreicht einen Gesundheitsindex von 54 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (76/100) ab, am schwächsten bei Security (33/100). Zuletzt vor 9 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

54
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.

54
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

keakonPersönliches Konto
103 Follower41 öffentliche Reposseit Okt. 2011

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
Gogithub.com/keakon/chordv0.7.2-15vor 9 Tagen

Metriken nach Kategorie

Vitalität

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

76Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 9 Tagen
9/36Commit-Rhythmus — 13/52 Wochen mit Commits
18/18Commit-Volumen — 845 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_year845
human_commit_share1
days_since_last_push9
active_weeks_last_year13
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 15 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 9 Tagen
27/27Release-Rhythmus — ein Release etwa alle 8 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count15
latest_release_tagv0.7.2
releases_from_tagsnein
days_since_latest_release9
mean_days_between_releases8

Community & Verbreitung

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

51Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
16.2/60Stars — 11 Stars
0/25Forks — 2 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks2
stars11
watchers0
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
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?

38Gefährdet · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
0/46.8Issue-Lösungsquote — keine Issues oder keine Daten
0/38.3PR-Annahme — keine entschiedenen Pull Requests oder keine Daten
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote, PR-Annahme. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
14.5/25Reichweite des Inhabers — 103 Follower von keakon
23.8/25Kontohistorie — 41 öffentliche Repos, Kontoalter ca. 14 Jahre
Verwendete Eingangsdaten
followers103
owner_typeUser
is_verified
owner_loginkeakon
public_repos41
account_age_days5.389
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf go
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 9 Tagen
20/20Versionshistorie — 15 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgithub.com/keakon/chord
ecosystemsgo
any_deprecatednein
min_days_since_publish9

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

66Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

33Gefährdet · 16 % des Gesamtindex

Sicherheitslage

33Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — keine Daten
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
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
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
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
0/7.5Vulnerabilities — 15 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,3
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, packaging. 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.

57Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 100 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — website/tsconfig.json
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
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, package-lock.json
has_dockerfilenein
typed_languageja
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configswebsite/tsconfig.json
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Go (statisch typisiert)
54.2/55Handhabbare Dateigrößen — 15/987 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageGo
largest_source_bytes339.503
source_files_sampled987
oversized_source_files15
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files

Eckdaten

11GitHub-Sterne
1Mitwirkende
845Commits, letzte 12 Monate
9Tage seit letztem Push
15Releases
1Bus-Faktor
0offene Issues
Go, npmPaket-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 ★ / 2 ⇿
0Sterne
2Forks
1Releases

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.

111222212026-052026-052026-05
Major 0Minor 0Patch 1
OpenSSF Scorecard 3.3 / 10
3.3Gesamtwert

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 · 2026-07-30 04:19 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
k. A.CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
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
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities15 existing vulnerabilities detected
Direkte Abhängigkeiten 37
RegistryPaketVersionsvorgabeManifest
Gocharm.land/glamour/v2v2.0.1go.mod
Gocharm.land/lipgloss/v2v2.0.4go.mod
Gogithub.com/abadojack/whatlanggov1.0.1go.mod
Gogithub.com/alecthomas/chroma/v2v2.26.1go.mod
Gogithub.com/atotto/clipboardv0.1.4go.mod
Gogithub.com/bmatcuk/doublestar/v4v4.10.0go.mod
Gogithub.com/bytedance/sonicv1.15.2go.mod
Gogithub.com/charmbracelet/x/ansiv0.11.7go.mod
Gogithub.com/charmbracelet/x/termv0.2.2go.mod
Gogithub.com/dgraph-io/ristretto/v2v2.4.0go.mod
Gogithub.com/fsnotify/fsnotifyv1.10.1go.mod
Gogithub.com/gorilla/websocketv1.5.3go.mod
Gogithub.com/hashicorp/golang-lru/v2v2.0.7go.mod
Gogithub.com/keakon/bubbles/v2v2.1.0-fork.1go.mod
Gogithub.com/keakon/bubbletea/v2v2.0.7-fork.1go.mod
Gogithub.com/keakon/gologv0.4.1go.mod
Gogithub.com/keakon/ultravioletv0.0.1-fork.1go.mod
Gogithub.com/keakon/x/powernapv0.1.5-fork.1go.mod
Gogithub.com/mackee/go-readabilityv0.3.1go.mod
Gogithub.com/mattn/go-runewidthv0.0.24go.mod
Gogithub.com/muesli/cancelreaderv0.2.2go.mod
Gogithub.com/muesli/reflowv0.3.0go.mod
Gogithub.com/rivo/unisegv0.4.7go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogolang.design/x/clipboardv0.8.0go.mod
Gogolang.org/x/netv0.55.0go.mod
Gogolang.org/x/sysv0.45.0go.mod
Gogolang.org/x/textv0.37.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomvdan.cc/sh/v3v3.13.1go.mod
Gogolang.org/x/imagev0.28.0go.mod
npm@astrojs/check^0.9.0website/package.json
npm@astrojs/starlight0.41.3website/package.json
npmastro7.0.7website/package.json
npmtypescript^5.6.0website/package.json
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

JSON-Rohbericht maschinenlesbar
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          "oid": "48e0f26e8213bb3863dbba8e2a8988082750a6c5",
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        },
        {
          "oid": "279ed0b78995e214043aa12a2b105362b0d2d895",
          "body": "noteCacheExpectation re-hashed every message and re-estimated every token\ncount on each request just to fingerprint the outgoing prompt, repeating\nthe full-conversation scan the stable-surface bookkeeping had already\neliminated elsewhere. Keep a shallow copy of the sent messages in the\nper-ref recor\n[…]\nshape hash and the token estimate read, so equivalence implies\nidentical values. Append-only steady state now hashes only the new tail,\nand a byte-identical resend reuses the previous slices outright.",
          "is_bot": false,
          "headline": "perf(agent): reuse cache expectation shapes incrementally",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T04:12:19Z",
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        },
        {
          "oid": "edaf7bccc8186a4bb22d9582feed67370f2e74fc",
          "body": null,
          "is_bot": false,
          "headline": "ci: enforce pinned modernize checks",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "f45abeb87161c56cfdbcd3727c9d6bccfdfb16e3",
          "body": null,
          "is_bot": false,
          "headline": "style: modernize Go code",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfccd186b69423fdae35d0d0a50a689bb6215ef7",
          "body": null,
          "is_bot": false,
          "headline": "docs(lsp): document gopls modernize settings",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f400179cce21970709dc38112a268bfa94016929",
          "body": "…ensity\n\n- Move the compaction/reduction section out of configuration.md into a new\n  bilingual context-management page with subsection structure; keep anchor\n  slugs stable and update all cross-links.\n- Condense changelog-style detail in tools.md (long-text control tools, lsp\n  card) and the thinki\n[…]\nell to a link.\n- Rename the awkward \"Thinking bilingual appended translation\" heading.\n- Add missing context-management and model-configs links to the README\n  reference lists and the website sidebar.",
          "is_bot": false,
          "headline": "docs: split context management into its own page and trim reference d…",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d6ad82f44b8b4e3b624e1d9859fb6513ca6cbf9",
          "body": null,
          "is_bot": false,
          "headline": "chore(agent): drop unused contextProtectReasonNone constant",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c3e2ae02a5d7ac7c18bb729e1ad6af183294ceb",
          "body": "…ing, and batched reductions",
          "is_bot": false,
          "headline": "docs(changelog): record cache attribution telemetry, cache-aware rout…",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9059d5268c1587243e3bac83e77c1f21df8a9ccc",
          "body": "The stable reduction surface now survives across turns, validated by shape\ncompatibility instead of turn identity, so reduced markers stay byte-stable\nat turn boundaries. Reductions that would rewrite already-sent prefix bytes\nare collected as proposals and deferred: rewriting position p re-bills th\n[…]\nthresholds were rewritten near the front of the conversation, replacing\nhundreds of small cache-breaking rewrites per session with a handful of\nbatched flushes at moments the cache is already invalid.",
          "is_bot": false,
          "headline": "perf(agent): batch boundary context reductions to preserve prompt cache",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "35b8a9bc33d6c2af7c268b26179a293c3fac116b",
          "body": "Client.SetCandidateScorer lets the agent reorder fallback candidates that\nserve the same model by effective input price: nominal price discounted by\nthe observed rolling cache hit rate, with a 90% warmth floor for refs used\nwithin the last ten minutes. Cross-model order stays exactly as configured\nso the quality/capacity fallback chain is never disturbed.\n\nMeasured hit rates across relay providers ranged 40%-94% for identical\nclient behavior, a near-2x effective price spread at equal list price.",
          "is_bot": false,
          "headline": "feat(llm): rank interchangeable fallback providers by cache-aware score",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5c7bbd8922f6c4458984b4ed6faac178efd6b34",
          "body": "Each main-agent chat usage event now records, against the previous request\nsent to the same provider/model ref, the expected cacheable tokens, the\nearliest prefix divergence index, and whether the change was an append or\nan in-place rewrite. A per-ref rolling, input-weighted cache hit tracker\naccumu\n[…]\n large low-hit calls had a\nbyte-identical prefix (provider-side cache loss) while only 9% shrank\n(client-side reduction rewrites); this telemetry makes that attribution\ncontinuous instead of forensic.",
          "is_bot": false,
          "headline": "feat(agent): attribute prompt-cache misses in usage telemetry",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5cd38f9075c675ebe088b4b615c541692e444a7a",
          "body": null,
          "is_bot": false,
          "headline": "feat(agent): observe emergency runtime bypass usage",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba312c5a3c35f5b6865550b5d1068fbcb4a6fcc2",
          "body": null,
          "is_bot": false,
          "headline": "fix(agent): make subagent resume delivery atomic",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7de1aadc6c9ab90d4bcdd9935157434ccf7bf75",
          "body": null,
          "is_bot": false,
          "headline": "fix(tui): bound and deduplicate toast notifications",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96dd4ae08a38530127cb2dfe54f09791e66ed0c5",
          "body": "…and root gitignore fix",
          "is_bot": false,
          "headline": "docs(changelog): record grep parallel scan, reduction-surface reuse, …",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4db114bb246cae74efe4a1322e33b5cbddd6f85",
          "body": "Measured switching the five provider request-marshal sites to sonic\nConfigStd: on Go 1.26's jsonv2-backed stdlib a ~1.7MB conversation body\nmarshals in 1.57ms/1.75MB/6 allocs with encoding/json vs\n1.85ms/9.6MB/30 allocs with sonic. Sonic stays for the decode hot paths;\nnote this so the marshal side is not \"optimized\" backwards later.",
          "is_bot": false,
          "headline": "docs(llm): record why request bodies stay on encoding/json",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2191451a8039d0cb2f3f4c54336bbbdd75bb59e6",
          "body": "The walk stays sequential (gitignore, includes, and broad-search guard are\nsingle-threaded state) while candidate files are scanned by up to\nmin(GOMAXPROCS, 8) workers. Results merge strictly in walk order and all\nmatch-count/byte budgets are applied at merge time, so output, ordering,\nand truncatio\n[…]\n-match full scan), and 54ms to 12ms (includes-filtered);\nbudget-limited searches that already terminated early are unchanged. Also\nadds an end-to-end regression test for the search-root gitignore fix.",
          "is_bot": false,
          "headline": "perf(tools): scan grep candidate files in parallel",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37a87df4cdfd41e95e122747b73b9ed99f57a7c7",
          "body": "A .gitignore that hides dotfiles with \".*\" matched the literal \".\" that\nthe grep walker passes for the search root, so the entire walk was skipped\nand every root-scoped search reported no matches. Mirror git semantics:\nignore rules apply to entries inside the tree, never to the root.",
          "is_bot": false,
          "headline": "fix(tools): never apply gitignore rules to the search root itself",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05c9545b7b429748e8d1f7884fff20ec47aa7a9b",
          "body": "…nd restore fixes",
          "is_bot": false,
          "headline": "docs(changelog): record permission targeting, orchestration limits, a…",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f1471b1879a3ae625ee4edd18b578d1fa4d80c5",
          "body": "Per-request surface bookkeeping cost more than the full reduction scan it\nwas meant to avoid: stableReductionSurfaceCandidate deep-cloned the whole\nsurface up front, reuseStableReductionPrefix cloned every prefix message\ntwice, and every request re-hashed all message content (SHA-256 over a\nfresh []\n[…]\n4MB per request. The new BenchmarkPrepareMessagesForLLMStable-\nPrefixReuse exercises the real fast path: 1.38ms/3.5MB/4.1k allocs vs the\n4.9ms cold scan. Adds a comparator/shape-hash consistency test.",
          "is_bot": false,
          "headline": "perf(agent): cut stable reduction surface bookkeeping allocations",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a3cafb68daf8b63d895d45fa3b51150626e47b6",
          "body": "repairAdjacentOutOfOrderToolResults allocated a full copy of every message\nlist even when no block needed moving, which is the common case. Allocate\nlazily on the first move only, and add CountDroppedOrphanToolResults so\ncallers that only need the drop count (request-surface reuse checks) skip\nthe repaired-copy allocation entirely.",
          "is_bot": false,
          "headline": "perf(message): make adjacent tool-result repair copy-on-write",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc6c9af9cba45241e896abe84167af2a0ba4b7f4",
          "body": null,
          "is_bot": false,
          "headline": "docs(keybindings): document insert paging and Ctrl+C overlay dismissal",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "386b7af812a4946aead5c281687c3608e947d61a",
          "body": "Error cards show only the error text; the structured details (provider,\nmodel, masked key, status code, retry history) live in the Ctrl+E error\npanel, which nothing advertised. Append a dim hint line to error cards.",
          "is_bot": false,
          "headline": "feat(tui): point error cards at the error panel",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ab16354f5e332a800b1eee8e795154d42fc8ca6",
          "body": "Glancing back at earlier output previously required leaving Insert mode\nor using the mouse wheel. Bind PgUp/PgDown (new insert_page_up /\ninsert_page_down keymap actions) to full-page transcript scrolling,\nsharing the Normal-mode paging logic including the deferred startup\ntranscript window. This intentionally shadows the textarea's own\npgup/pgdown cursor paging: the input box is height-clamped to a few\nlines, so in-input paging was nearly useless.",
          "is_bot": false,
          "headline": "feat(tui): page the transcript with PgUp/PgDown in insert mode",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1142f8df57d280644846b4ca7ba4d7494784148",
          "body": "shortHelp was always the empty string since the short-help feature was\nremoved; drop the leftover branches.",
          "is_bot": false,
          "headline": "chore(tui): remove dead status bar shortHelp code",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27e7a881f7ee7a0ee7541e0b523d1ea662ef18e8",
          "body": "Ctrl+C already closed the selector and stats overlays but fell through\nto the quit sequence in Help, Directory, ContentViewer, ImageViewer,\nHandoffSelect, Rules, and SessionDeleteConfirm. Close those like Esc\ntoo, so quit is only ever initiated from the top-level Insert/Normal\nmodes.",
          "is_bot": false,
          "headline": "feat(tui): dismiss overlays with Ctrl+C instead of starting quit",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "02b7bc691d73c8d0d9aa824f33016f9a3dd7f597",
          "body": "The TUI starts in Insert mode, where the old \"Press ? for help\" hint\njust typed a character. Show insert-specific hints (enter to send, esc\nfor normal mode) until the user leaves Insert mode, and pick the text\npaste hint per platform (cmd+v on macOS, ctrl+shift+v elsewhere).",
          "is_bot": false,
          "headline": "fix(tui): make welcome hints match the active mode and platform",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "453097e9751d8c9e62f4473c57be58ae9f2b1c6b",
          "body": null,
          "is_bot": false,
          "headline": "fix(agent): recover missing session model pools",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d27cd79635c3881431de45e070ca8be238890abe",
          "body": "LoadAgentConfigs keys configs by declared name, so a file whose name field\ndiverges from its filename silently shadows or replaces an unrelated agent\ndefinition. Fail loading with an actionable error instead, and reject\nduplicate agent names across extensions within one directory.",
          "is_bot": false,
          "headline": "fix(config): reject agent name and filename mismatches",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a54d80046be8dbce6fb89c5ef763ebcf40df716",
          "body": null,
          "is_bot": false,
          "headline": "feat(agent): bound orchestration queues",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a25776398576acbb52c50d204743b784afddd056",
          "body": null,
          "is_bot": false,
          "headline": "feat(agent): govern orchestration resources",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c77d8f4c73eb51584277b976adceff94b7f6cbc",
          "body": "Wrap the two remaining unbounded io.ReadAll calls on provider responses with io.LimitReader as an OOM backstop, matching the other provider reads.",
          "is_bot": false,
          "headline": "fix: bound OAuth token and compaction response body reads",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d515638166744365634a31d9a45608dfc619480",
          "body": "… scope\n\nDescribe the web_fetch pattern grammar (host/IP/CIDR/port) and its pre-fetch-only limitation, and clarify that a command-level shell allow also permits that command's output redirections and inline environment-assignment prefixes.",
          "is_bot": false,
          "headline": "docs(permissions): document web_fetch target matching and shell allow…",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8a82a2c60ba261dff778187704932799b2af3f1",
          "body": "Evaluate web_fetch permission rules against the requested URL with\nnetwork-aware semantics: a rule pattern may target a host (domain glob,\nliteral IP, or CIDR) and an optional port (single value or range). Scheme and\npath patterns are intentionally unsupported.\n\nDefault `allow` still allows everythi\n[…]\n into tighter\ndeny/ask rules such as `169.254.0.0/16: deny` for the cloud metadata endpoint.\nMatching stays pre-fetch (the model-supplied URL) and is not re-checked against\nthe resolved connection IP.",
          "is_bot": false,
          "headline": "feat(permission): match web_fetch rules by host, cidr and port",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-19T03:38:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf14689ad7cca0592a00e9fc36bbe26fcd6d8223",
          "body": null,
          "is_bot": false,
          "headline": "fix(tui): highlight unchanged diff lines",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf87515658b9d0cd32faecae0c73e52d625bc07f",
          "body": "Track asynchronous transcript persistence failures durably and checkpoint degraded workers before parking or shutdown.\n\nMerge durable task admission with the latest registry state, honor cancellation through the final commit point, and close abandoned model clients to stop owned background work.",
          "is_bot": false,
          "headline": "fix(agent): recover degraded subagent persistence",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "073e3143ff1d973d03c7ca549419509660979a3f",
          "body": "Keep event-loop follow-ups non-blocking without dropping causal events, reject provider responses that exceed the per-response tool-call limit, and cover full-queue escalation behavior.",
          "is_bot": false,
          "headline": "fix(agent): bound loop-owned event fan-out",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9037333c56574b38dc3c3cc0be1b4e965104fd9",
          "body": null,
          "is_bot": false,
          "headline": "fix(agent): make subagent admission durable",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97d3618e58eb757e55d5cd73e564b2a90cb382a7",
          "body": null,
          "is_bot": false,
          "headline": "fix(agent): restore subagent role from runtime metadata",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b40b8fe6a77e183c37d9aa09e8518654141561ee",
          "body": null,
          "is_bot": false,
          "headline": "fix(agent): revalidate modified tool calls",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "055ff74540e4036acecdd473a8090f4b1eec6537",
          "body": null,
          "is_bot": false,
          "headline": "feat(tui): render subagent task tree",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "caa64c082f3e064832414b2a42dc9dce81a05be5",
          "body": null,
          "is_bot": false,
          "headline": "feat(agent): expose orchestration metrics",
          "author_name": "keakon",
          "author_login": "keakon",
          "committed_at": "2026-07-18T18:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "11 stars",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 38,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 103,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "keakon",
              "public_repos": 41,
              "account_age_days": 5389
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "103 followers of keakon",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 103,
                      "login": "keakon"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "41 public repos, account ~14 yr old",
                "points": 23.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 41
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/keakon/chord"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 9
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 9 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 9
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "15 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 33,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 33,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": 2.5,
                "status": "met",
                "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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "no SAST tool detected",
                "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": "15 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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": 2
            },
            "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": 57,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
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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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