Öffentliches Register
Software-GesundheitsberichtSchema 0.31.0 · Metriken 2.5.0 · 2026-08-05 09:14 UTC

kage-core / Kage

Persistent, verified memory for coding agents — so they stop re-explaining your codebase and never act on stale knowledge. Every memory is checked against your actual code; lives in your repo as plain files, shared via git. No account, no DB. Install: npx -y @kage-core/kage-graph-mcp install

TypeScript · JavaScriptGPL-3.0★ 32 Sterne⑂ 1 Forkseit Juli 2025Auf GitHub ansehen ↗
ArtBibliothekMCP-ServerKommandozeilenwerkzeugwie das ermittelt wird

kage-core/Kage erreicht einen Gesundheitsindex von 71 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (86/100) ab, am schwächsten bei Sustainability & Governance (43/100). Zuletzt vor 7 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

71
gesamt / 100
Gut

Software-Gesundheitsindex

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

71
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Der gewichtete Gesamtwert 63 wird auf der veröffentlichten Indexskala auf 71 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

kage-coreOrganisation
0 Follower2 öffentliche Reposseit Apr. 2026

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
npm@kage-core/kage-graph-mcp4.0.62.40779vor 11 Tagenmcpkagememoryknowledge-graphcodexclaudeai-agentscode-graphokfagent-memory

Metriken nach Kategorie

Vitalität

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

86Exzellent · 21 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 7 Tagen
11.8/36Commit-Rhythmus — 17/52 Wochen mit Commits
18/18Commit-Volumen — 1.136 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year1.136
human_commit_share1
days_since_last_push7
active_weeks_last_year17

Release-Disziplin

100Außergewöhnlich
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 11 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 43 Tagen
27/27Release-Rhythmus — ein Release etwa alle 5,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count11
latest_release_tagv2.5.7
releases_from_tagsnein
days_since_latest_release43
mean_days_between_releases5,7
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?

56Mittel · 17 % des Gesamtindex
Wie die Bewertung erfolgt
24.2/60Stars — 32 Stars
0/25Forks — 1 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks1
stars32
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (GPL-3.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges5
has_contributingja
has_issue_templatenein
has_code_of_conductja
readme_badge_servicesshields.io
has_pull_request_templateja
Wie die Bewertung erfolgt
45.1/80Downloads pro Monat — 2.407 Downloads/Monat über npm
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packages@kage-core/kage-graph-mcp
dependents
ecosystemsnpm
total_downloads
monthly_downloads2.407
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

43Schwach · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
5.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 77 % der Commits
2.7/13.5Breite der Beitragenden — 2 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled2
top_contributor_share0,769
Wie die Bewertung erfolgt
0/42Issue-Lösungsquote — 0 % der Issues geschlossen
29.1/30PR-Annahme — 92/95 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — Found 0/1 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs92
open_issues6
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d9
prs_decided_30d9
issue_closed_ratio0
closed_unmerged_prs3
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
0/25Reichweite des Inhabers — 0 Follower von kage-core
4.1/25Kontohistorie — 2 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers0
owner_typeOrganization
is_verified
owner_loginkage-core
public_repos2
account_age_days114

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf npm
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 11 Tagen
20/20Versionshistorie — 79 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packages@kage-core/kage-graph-mcp
ecosystemsnpm
any_deprecatednein
min_days_since_publish11

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

77Gut · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 7 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://kage-core.com
10/10Repository-Beschreibung
10/10Topics — 10 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsagent-memory, ai-agents, claude-code, code-graph, codex, cursor, developer-tools, knowledge-graph, mcp, mcp-server
has_wikinein
homepagehttps://kage-core.com
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

47Schwach · 16 % des Gesamtindex
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
2.5/2.5CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/1 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 6 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 36 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
14.4/25Indirekte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: hono 4.12.33 (moderate 5.3)
40/40Keine offenen Advisories — kein Advisory ist länger als 90 Tage öffentlich
Verwendete Eingangsdaten
sourceosv
advisories1
affected_packages1
assessed_packages114
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von npm:@kage-core/kage-graph-mcp@4.0.6 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 114 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

74Gut · 4 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
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_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes4.797
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — benchmark/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — mcp/tsconfig.json, platform/web/tsconfig.json
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
10/10Belegte Agentenpraxis — 69 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json
has_dockerfileja
typed_languageja
bootstrap_filesbenchmark/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configsmcp/tsconfig.json, platform/web/tsconfig.json
agent_commit_share0,69
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — TypeScript (statisch typisiert)
53.9/55Handhabbare Dateigrößen — 8/386 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageTypeScript
largest_source_bytes1.034.526
source_files_sampled386
oversized_source_files8
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
0/40Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs
has_mcp_signalja
api_schema_files

Eckdaten

32GitHub-Sterne
2Mitwirkende
1.136Commits, letzte 12 Monate
7Tage seit letztem Push
11Releases
1Bus-Faktor
6offene Issues
npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

OpenSSF Scorecard 3.6 / 10
3.6Gesamtwert

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 · 2026-08-05 09:13 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests1 out of 1 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/1 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities36 existing vulnerabilities detected
Direkte Abhängigkeiten 8
RegistryPaketVersionsvorgabeManifest
npm@modelcontextprotocol/sdk^1.10.2mcp/package.json
npmjose^6.2.3mcp/package.json
npmpg^8.22.0mcp/package.json
npmstripe^22.3.2mcp/package.json
npmthree^0.184.0mcp/package.json
npmtree-sitter-wasms^0.1.13mcp/package.json
npmtypescript^5.0.0mcp/package.json
npmweb-tree-sitter^0.24.7mcp/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

Abhängigkeits-Advisories 1

Die Installation von npm:@kage-core/kage-graph-mcp@4.0.6 zieht 114 Pakete nach sich, direkt und transitiv: 1 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
hono4.12.33indirektmittel14.12.34

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

JSON-Rohbericht maschinenlesbar
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          "oid": "3d96a1ee65e5158516dc4ea82850bb5fb2ef0f60",
          "body": "…ting a widget\n\nTwo more found by opening pages rather than by reading tests.\n\nThere were NO element-level styles for `input` or `button` anywhere in the stylesheet, so\nevery control that lacked a class fell back to the browser default — a white box with square\ncorners — against a dark theme. The Wo\n[…]\nd twice — once as a control, once as prose. Moved into\nthe page header where it belongs, stated once.\n\nmcp: 1574 pass / 0 fail. portal: 123 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(app): controls look like controls, and the review page stops floa…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T14:22:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "58a028b4b14c93f27dd3a87cde5cb799b6bdf02c",
          "body": "A product that calls itself a memory orchestrator made you scroll 164 decision cards to find\none. There was no search and no filter on any of the twelve knowledge tabs.\n\nSearch plus health filters, added once to the shared browse list so every kind gets it: 44\ncomponents, 164 decisions, runbooks, fl\n[…]\na-pressed rather than a parallel class, so\nthe visual state and the accessible state cannot disagree.\n\nmcp: 1574 pass / 0 fail. portal: 123 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(knowledge): you can actually find memory now",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T14:17:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c1402a75a8c45c4378db0210d33511641066f698",
          "body": "… the tests\n\nSYSTEM MAP — empty lanes were reserving columns. The six lanes are a fixed vocabulary but\nmost repositories populate only some: this one has zero features, data models and owners. Each\nempty lane still consumed 240px, so the diagram wasted 40% of its width on blank canvas and\npushed the\n[…]\n — both read the same ledger, and my Proof\nfigure was simply hours older. The label was the real bug.\n\nmcp: 1574 pass / 0 fail. portal: 118 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(map, overview): three defects found by looking at the app, not at…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T14:13:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a1e1d76b0462713d081de593b444ce7b61e04810",
          "body": "…lf of the product\n\nFair criticism: the pages were functionally right and visually thin, the nav was a flat list\nof seventeen links (that is a wiki, not an operating surface), and the product calls itself an\norchestrator of memory AND AGENTS while having no agent surface at all.\n\nLIVE. The daemon st\n[…]\n restyling both. Namespaced to\n`.proof-*` and `.agent-status` so the shared components are untouched.\n\nmcp: 1573 pass / 0 fail. portal: 118 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(app): make it an app — live state, grouped IA, and the agents ha…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T13:37:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c1a88d8191056c854b376ee1dd8329899c8f09bd",
          "body": "…tself\n\nThere was no work item detail view at all — the board showed cards and clicking a title did\nnothing. That leaves the obvious question unanswerable: every card carries a stage NOBODY\nTYPED, so \"why does it say verifying\" has to be inspectable transition by transition, or\nderivation is just a \n[…]\n encodes on\nthe way out but not on the way in would 404 every real item while passing a one-way test.\n\nmcp: 1567 pass / 0 fail. portal: 118 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(work): a work item you can open, and a stage log that explains i…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T13:24:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3802a8c49144b4b0bc51b6a6ac9445ea66609787",
          "body": "Two defects visible the moment this repo planned its own work and the results hit the board.\n\nA work item titled \"… — .\" — the cluster key for root-level files was the literal string \".\",\nso anything grounded to README.md or package.json produced a title ending in a full stop that\ntells the reader n\n[…]\ngs, and the saturating-ranking trap — each with the\nmeasured before/after that makes it checkable rather than folklore.\n\nmcp: 1564 pass / 0 fail.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(plan): work items get titles a human can read",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T12:27:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "76e152395c7c78d20286d984482f2ff71e6cfde5",
          "body": "… a click is enough\n\nThe landing page listed \"reverify · supersede · retire\" as plain text. Naming a decision you\ncannot take is not a decision surface — the page whose entire thesis is \"act from here\" had\nno way to act.\n\nReverify is now one click, end to end: POST /v2/attention/reverify re-anchors \n[…]\ntale_reasons went to zero, the repo's stale count went 54 ->\n53, and the packet file changed on disk.\n\nmcp: 1563 pass / 0 fail. portal: 117 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(attention): the queue's decisions are actionable, and only where…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T12:21:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c2562a311de561ca284f454d8ebe18287f8bc29c",
          "body": "… acted on\n\nLooking at the landing page on this repo showed ten rows all reading \"severity 55\". A page\nwhose whole promise is \"decisions ranked by cost of delay\" was not ranking anything — and\nthe module's own comment claimed severity was \"a base per kind, aged upward\" while\nstale_critical and contr\n[…]\nat saturates is not a ranking.\n\nLive on this repo, the queue now runs 85 down to 67 in recall order instead of ten 55s.\n\nmcp: 1563 pass / 0 fail.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(attention): the queue ranks by cost of delay, and its rows can be…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T12:16:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c77301b8038ff5f761e7a4f60d1fc4e5ab916b4e",
          "body": "…ogfooding it\n\nLoading the Work board took 6-10 SECONDS on every single request, and the page sat on\n\"Deriving…\" long enough to look broken. Three separate causes, all found by pointing the\nproduct at its own repository:\n\n1. `observedCommits` forked a `git diff-tree` per commit to learn which files \n[…]\nanch's own open\nPR moved it to verifying. Every step names its evidence and no status was ever typed.\n\nmcp: 1560 pass / 0 fail. portal: 113 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(board): 6-10s per page load -> 33ms, and fix two bugs found by d…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T12:09:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "38d27594d05779374d443540051ff2ba56cf527d",
          "body": "Created by `kage plan` from the intent, then claimed — dogfooding the loop the branch\nitself builds.\n\n[kage:repo:https-github-com-kage-core-kage:proposal:close-the-orchestrator-p0-truth-loop-one-writer-for-stage-d-benchmarks-178523906]",
          "is_bot": false,
          "headline": "chore(memory): track this branch's orchestrator work as a real work item",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T11:58:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "740a6b0052322e2597e5f38d2da884da2f46a1ea",
          "body": "…rning to 5.9s\n\n`kage plan` — the command that turns an intent into work items — did not return. Not slowly:\nat all. I killed it at eight minutes. The cause was `kageRisk` at 118 SECONDS, and the cause\nof THAT was not slow git but the shape of the queries:\n\n  gitCoChangePartnersForPath   1 + 80 spaw\n[…]\ncesses does one call fork\" is exactly the property\nthat regressed. It fails at 57 spawns for 3 targets on the old code.\n\nmcp: 1557 pass / 0 fail.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf(kernel): one git history pass — `kage plan` goes from never retu…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T11:57:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6ee312d0da9b67923e78efe94b38cc4deebb23ff",
          "body": "…ublish a real verdict\n\nTwo GitHub-side gaps from the audit, both of which had passing tests around them.\n\n1. `publishCheck` sent NO BODY. head_sha, conclusion, title and summary were accepted by the\n   signature and silently dropped, so a check that reported \"published\" said nothing at all on\n   th\n[…]\n and from\nthe actions condition, which would have stripped Release and Approve off an item in review.\n\nmcp: 1555 pass / 0 fail. portal: 113 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(orchestrator): `verifying` derives from an open PR, and checks p…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T11:43:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "234e465dc0e673f871fd7cfc017c4dc4a48891bb",
          "body": "The Proof page was in the design and existed nowhere: no page, no route, and no data\nbehind it. Cycle time, estimate accuracy, and attention burn-down had zero hits anywhere\nin the repo. This builds the whole column — engine, route, DTOs, page — on this rule:\n\n  A metric is measured, or it is absent\n[…]\nts, and the\nmeasured cards had no card chrome at all because `.entity-card` turns out to be unstyled.\n\nmcp: 1552 pass / 0 fail. portal: 113 pass.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(proof): the fourth surface — what Kage measurably did",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T11:31:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "030331640831668ebcdddffb8d61fcf416c951fe",
          "body": "…, not a click\n\n`done` previously required a gate command, so an item whose work actually shipped\nsat at `building` forever unless someone remembered to approve it. Merging is\nobservable, and nothing about a merge needs a human to assert it.\n\nThe subtlety that made this more than a one-liner: once a\n[…]\nt cannot see — it needs PR events from\nthe GitHub App. The header comment now says that instead of the stale claim that\n`done` comes from a gate.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(orchestrator): merging closes the loop — `done` derives from git…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T11:20:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "237ef5c0b3e87b242741383a76e5cbf8e5b35502",
          "body": "…decisions\n\nTwo gaps, one commit, because the second was found by exercising the first.\n\nMCP verbs — agents are the orchestrator's primary consumer and had no way in.\nkage_queue (claimable work with derived stage and blast paths), kage_brief (what\nthe team already knows about that code, before the f\n[…]\nfabricate a review nobody\nperformed. A failed stored write never loses the decision: derivation reads the\nlog, which remains the source of truth.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(orchestrator): agents can reach the board; one writer for stage …",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T10:50:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1d53be27c7a51d7e77f78c328a98a4d6117b4253",
          "body": "…ame gate\n\nCorrecting a claim I repeated for several turns: capture does NOT only fire at\nsession end. CompilerScheduler.notify() runs on every event append, debounced to\na setImmediate tick, and buildEpisodes already closes an episode on fail->pass,\nsession_end, or a 30-minute gap. Mid-session comp\n[…]\nnnot. A model that\nis down, slow, or simply absent degrades the compiler to exactly its previous\ndeterministic behaviour — never to a failed run.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(compiler): the semantic pass runs in the pipeline, through the s…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T10:47:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c984ac7db7d4f3ac0e28d3e6737eaa9014d188dd",
          "body": "Four reverified with evidence — their claims re-read as accurate against the new\norchestrator surfaces (the same-origin-API gotcha is in fact reinforced by\nmounting /v2/work and /v2/commands on the daemon that serves the SPA).\n\nOne superseded rather than reverified: the merge-driver bug_fix asserted\n[…]\nlonger true, so\nre-stamping it would have laundered a false claim. Replaced by a packet\ndescribing the field-level three-way merge that fixed it.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(memory): reconcile the five packets this branch's code moved under",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T05:09:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f4e87dd6a1b7f3764d830658937c2a72f82626db",
          "body": "model-extractor.ts has been written, tested and CALLERLESS since it landed: the\nseam existed, no provider ever filled it, so the semantic pass never ran once.\n\nKage already sits between the agent and the model, so it can borrow rather than\nown. When a /v1/messages request passes through, the proxy r\n[…]\nindistinguishable from an empty episode.\ncost_usd is null, never a computed zero: the loopback measures tokens and does\nnot know the user's rate.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(compiler): the proxy-loopback provider — AI without holding a key",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T05:07:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f1c52e144cb0cc53bcdbe051de1ad9a72d34f73c",
          "body": "The orchestrator engine had no product on top of it — stages, briefs and\nestimates were reachable only from the CLI. This adds the two surfaces the\ndesign calls for:\n\n- GET /v2/work: derived board (stage + evidence + brief knowledge + estimate),\n  kernel-side so it works on any Node build\n- POST /v2\n[…]\nefused\nin the UI with 'self-approval blocked'. The same event log drives kage work,\nso the app and the CLI derive identical state from one truth.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(app): the Work board and the command loop",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-28T03:55:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1f762ee6f548bb78714d8a3a4e604b0d64e20cdf",
          "body": "CI caught a shipped change-memory packet citing untracked local tool dirs\n(.superpowers/, .agents/) — paths that exist in one working tree and no clean\ncheckout, so the packet was hard-stale on arrival. Grounding paths now filter\nthrough git ls-files (tracked or staged): a file grounds a proposal on\n[…]\ngenerates this branch's change-memory packet with clean grounding and\nreverifies the five packets whose cited files gained orchestrator surfaces.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(memory): change-memory grounds only to commit-adjacent paths",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T19:05:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "342d05715138ef511b609160b484720ad21f492d",
          "body": "The audit-mode onboarding copy lived on a page that could never render\n(needsOnboarding is unsatisfiable); the landing is now the Attention queue,\nwhich states its own goal condition. Shell and keyboard journeys unchanged.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(e2e): the fresh-operator journey lands on Attention",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:47:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fd21375dd975612c56593e5428d5da8205dc3362",
          "body": "Attention leads and is the root; the five stored-but-unsurfaced knowledge kinds\nare in the nav; Costs/Integrations/Settings/Billing left it because they render\nno live data (their routes still resolve for bookmarks). These tests encoded the\nold IA on purpose — updated deliberately with the product decision, not deleted.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(portal): information architecture tests assert the new contract",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:45:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c9e6339b4132f5310a6de9ce09e6cfb9e525e839",
          "body": "Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: memory reconciliation for the reform branch",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:41:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b6e39041a0a9f45137de596af713213d3a2e0db8",
          "body": "Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: product plan, technical design, and Graphify parity analysis",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:40:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b126da9748579d27f5b185bdcf97aefb0d5d0f3b",
          "body": "…s on Attention\n\n- kage plan: intent -> grounded, estimated work items\n- kage work: the derived board with the attention queue on top\n- kage claim also emits the command event the reducer reads\n- daemon: GET /v2/attention (kernel-side, works without node:sqlite) and the\n  portal's POST write path mo\n[…]\n serves the SPA\n- app: Attention is the landing page; knowledge tabs for the five surfaced\n  kinds; nav lists only surfaces that render live data\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(surfaces): kage plan/work, claim events, /v2/attention, app land…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:39:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e52bee37fdcf6ceecc35bf713f7c7cd8676c3c89",
          "body": "…core\n\n- command events: append-only JSONL, two decision kinds, self-approval rejected\n  at append\n- correlator: [kage:id] trailer > branch slug > blast overlap; confidence-ranked;\n  ambiguity is null; weak NEVER fires a transition\n- reducer: stages derived from commands + git evidence, every step c\n[…]\ninvent a number\n- plan: intent -> bearing memory surfaced -> grounded paths clustered by repo\n  area -> claimable proposals with blast + estimate\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(orchestrator): derived stages, attention, estimation, plan loop …",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:39:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4d8e5aca4a7c65bbd0a4c8e18189eae5541a44d8",
          "body": "…knowledge routes\n\n- packet-importer imports grounded live packets as verified, with evidence rows\n  built from their cited paths (createClaim refuses verified without evidence);\n  ungrounded stays proposed. 0 -> 259 injectable claims on this store\n- merge path upgrades claims stranded at proposed b\n[…]\nl memory)\n- /v2 routes for contracts, data-models, invariants, incidents, documents +\n  generic entity_detail; AttentionItemDto/AttentionQueueDto\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(model): grounding gates injection, not approval; document kind; …",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:38:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ff73a508d698221449d323fd56b8c44fd93d54c9",
          "body": "…erges\n\n- observations resolve against the project dir; host paths outside it are\n  dropped (110 of 110 recorded paths were outside the repo)\n- ANCHOR_SYMBOL_KINDS now matches what extractSymbols emits: constants anchor\n  (2089 stored anchors vs 427 functions), dead kinds removed — whether a memory\n\n[…]\nlls\n- workItemBrief: what the team knows + blast radius for a work item\n- .gitignore tracks .agent_memory/conflicts/ so a lost edit is reviewable\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(memory): symbol-accurate staleness, honest provenance, lossless m…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-27T18:38:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3a8373fc841cf259fa3520d01b478962d5ac2891",
          "body": null,
          "is_bot": false,
          "headline": "chore: kage sync — rebuild graphs and update memory [skip ci]",
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          "headline": "Merge pull request #104 from kage-core/codex/kage-vnext-implementation",
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          "headline": "Merge pull request #103 from kage-core/codex/kage-vnext-implementation",
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          "is_bot": false,
          "headline": "feat: Overview leads with measured value, not eight \"Unavailable\" car…",
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          "headline": "memory: capture the relative-vite-base deep-link blank-page gotcha [s…",
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          "body": "Portal browse tabs built for real + blank-detail-deep-link fix (published as v4.0.4)",
          "is_bot": false,
          "headline": "Merge pull request #102 from kage-core/codex/kage-vnext-implementation",
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          "body": "…-links (4.0.4)\n\nThe portal's five core browse tabs — Features, Components, Flows, Runbooks,\nDecisions — were PagePlaceholder stubs that rendered \"arrives in a later Phase C\ntask\". Phase C was marked complete but shipped them as placeholders; a user\nasked why the portal was empty, and it was half-bu\n[…]\nCosts re-renders Agent Tasks; Billing is\n\"no workspace\" locally; Overview money metrics read Unavailable until receipts\nare priced. Follow-ups.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: build the portal's browse tabs for real + fix blank detail deep…",
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          "body": "Portal: serve its API (4.0.2) + survive a first open — populate, de-noise, one surface (4.0.3)",
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          "headline": "Merge pull request #101 from kage-core/codex/kage-vnext-implementation",
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          "oid": "2ba61ca8b210e75d1d2dd7c1958aeca1615b00f1",
          "body": "A SPA served by one server needs its API mounted on THAT server; a route\nexisting on a different server does not satisfy a same-origin fetch.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "memory: capture the same-origin portal API gotcha [skip ci]",
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          "oid": "a85233a90872f03aa0af36c1611fab39e5dfdc9f",
          "body": "… one surface (4.0.3)\n\nDirection: the knowledge portal is the surface Kage sells on, so it has to look\nright the first time a prospect opens it. Three changes toward that:\n\n1. Never empty. bootstrapPortalModelIfEmpty() populates the repository model\n   from the repo's approved packets the first time\n[…]\n-heavy repos, packet->entity labels beyond\nchange-memory are still rough, and a demo should run on a product repo not\nKage-on-Kage. Follow-ups.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: make the portal survive a first open — auto-populate, de-noise,…",
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          "body": "4.0.1 fixed the portal SHELL (assets ship, /app/ serves). But the SPA fetches\nits data from `/v2/...` SAME-ORIGIN (main.tsx: new KageApi(\"\", token)), and the\n`kage viewer` daemon served no /v2 routes — so the shell loaded and every panel\nshowed \"Repository knowledge is unavailable: Kage API 404\".\n\nT\n[…]\n\nstale-withheld, packet composition, live injection gate) with no console errors.\n3 new tests pin the dispatch. Suite: 1427 passing, 0 failing.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: serve the portal's /v2 read API from the viewer daemon (4.0.2)",
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          "oid": "b648293ce912cb3372f24152ed44abeacb065d82",
          "body": "…e-checkout test [skip ci]\n\nVerify packaged features from an installed tarball, not a source checkout.\nFull context in the v4.0.1 portal fix. [[gotcha-a-packaged-feature-...]]\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "memory: a packaged feature can 404 from npm while passing every sourc…",
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          "body": "Fix: ship the knowledge portal so kage viewer /app/ works (published as v4.0.1)",
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          "headline": "Merge pull request #100 from kage-core/codex/kage-vnext-implementation",
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          "headline": "merge: master (sync-bot) under the 4.0.1 portal fix",
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          "oid": "571b45a3cf7d42107c301b8c259f7ea9fa5a4615",
          "body": "…rks (4.0.1)\n\n4.0.0 shipped the portal (`/app/`) broken for every npm user. Two faults:\n\n  1. the daemon resolved the portal ONLY from the monorepo path\n     `../../platform/web/dist`, which does not exist in an installed package, and\n  2. the build was never bundled into the tarball — `files` white\n[…]\n the installed `kage viewer` — `/app/` returns HTTP 200, assets 200,\nSPA deep links 200. 5 new tests in portal-serving.test.ts pin both halves.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "fix: ship the knowledge portal in the package so kage viewer /app/ wo…",
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          "body": "Auto-attach, honest attach status, and the how-to docs (published as v4.0.0)",
          "is_bot": false,
          "headline": "Merge pull request #99 from kage-core/codex/kage-vnext-implementation",
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          "oid": "04e9352b49f6969c32323581c6440aeb2e4a8281",
          "body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "memory: capture the GitHub packet-merge-driver gotcha from the v4.0.0 PR",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T22:03:50Z",
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          "oid": "29572cce7ab8dddfbe068742bebc16e09c98a1fb",
          "body": "Only a single auto-generated change-memory packet overlapped; the repo's\nkage merge-packet driver resolved it newest-wins and preserved the losing\nside under .agent_memory/conflicts/ for review. No code or docs conflicts.",
          "is_bot": false,
          "headline": "merge: bring master's sync-bot graph rebuild under the v4.0.0 work",
          "author_name": "Kushal Jain",
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        {
          "oid": "528386a4f597c2285b74e54c9d352f3803897c10",
          "body": "Adds docs/USING_KAGE.md (the practical manual: setup, proxy, daily use, team\nworkflow, troubleshooting, a command map by intent) and docs/HOW_IT_WORKS.md\n(the mechanism: the two delivery channels, proxy modes and cache safety, what\nis stored and what is refused, the trust model, how recall ranks). L\n[…]\n1419 passing / 0 failing; portal 109/109; kage check 0 drift, exit 0;\nfull install -> index -> learn -> context loop exercised in a fresh repo.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: a manual for using Kage, and one for how it works",
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          "body": "Two honesty bugs, both found by asking why a restart did not attach.\n\n1. attach status read the settings file alone. The Claude desktop app injects\n   ANTHROPIC_BASE_URL itself and never reads project settings, so a correct\n   settings file attaches nothing there and no restart ever will. Reporting\n\n[…]\ntract is asserted with explicit budgets in\n   adapters/adapter.test.ts, which drives fail-open at 50/60/80 ms.\n\nSuite: 1416 passing, 0 failing.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: kage status said \"wired\" when the host had overridden it",
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          "author_login": "Kage18",
          "committed_at": "2026-07-22T19:51:59Z",
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          "oid": "7fe7f90f7e5b2631d0e867aa27e654873ed4d2ed",
          "body": "A healthy proxy proves nothing on its own. Attach is per-directory\n(env.ANTHROPIC_BASE_URL in .claude/settings.local.json, read by the agent at\nstartup from the directory it was launched in), so wiring one directory while\nrunning the agent from another attaches NOTHING — silently. Everything looks\nh\n[…]\n, never silently claimed as attached;\n- unreadable/malformed settings say so instead of being read as either state.\n\n6 tests. Suite: 1484/1484.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: kage status reports whether sessions here are ACTUALLY attached",
          "author_name": "Kushal Jain",
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          "headline": "memory: capture auto-attach decision + hook set-e/resolver gotchas",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T15:33:27Z",
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          "oid": "0a6659e0bf560133018db8448e16ed1e517109ab",
          "body": "'kage run -- claude' was the wrong UX: attach should be zero-thought.\nkage setup claude-code --write (and therefore kage install) now wires\nANTHROPIC_BASE_URL=http://localhost:8788 into the project's PERSONAL\n.claude/settings.local.json (uncommitted, this machine only), so every\nClaude Code session \n[…]\ngenerated (drift guard enforced it). 4 new tests\n(auto-attach wiring, user-value preservation, idempotence, ensure-up\nblock). Suite: 1478/1478.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: sessions auto-attach to the kage proxy — no kage run, no export",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T15:33:01Z",
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          "headline": "chore: kage sync — rebuild graphs and update memory [skip ci]",
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          "body": "Kage v4.0.0 — the verified OKF memory layer, complete: all-agent proxy, history digestion, team workspace, measured end-to-end",
          "is_bot": false,
          "headline": "Merge pull request #98 from kage-core/codex/kage-vnext-implementation",
          "author_name": "Kushal",
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          "committed_at": "2026-07-22T14:59:39Z",
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          "oid": "e2f3d577b46d7f2d68a70eb747706479a94edd0d",
          "body": "…otspot packets (kage loop before merge)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "memory: capture viewer-startup + site-narrative learnings; reverify h…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T14:58:52Z",
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        {
          "oid": "ce705a39abb6b1057410469bcd4775d904a38e22",
          "body": "… v6 design\n\nChecked the old site (fee6059^) side by side and ported every marketing asset\nthe redesign had dropped, updated only where the product truth moved:\n- Hero: the 'Built on Open Knowledge Format · Google Cloud' badge, the exact\n  old headline ('Google shipped OKF. Kage keeps it true.'), th\n[…]\napability sections (proxy wires, honesty gates, history digestion, team\nreport, honest limits) retained. Page parses; hero verified in-browser.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(site): restore the full pre-redesign customer narrative into the…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T13:48:54Z",
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        },
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          "oid": "d72ffa6ee193bbb8244f872b209ef0a6edba2400",
          "body": "… narrative\n\nThe redesign dropped the strategic product placement — 'Google shipped OKF;\nKage is the verification layer that keeps it true' — and led with benchmark\nreceipts instead. A homepage's job is customer appeal: the anchor to a known\nstandard, the why-now, the story. Restored:\n- Title/descri\n[…]\n\n  Kage's deterministic verification does) / the reach (one layer, every\n  agent). Metrics remain in full on benchmarks.html where they belong.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(site): restore the OKF verification-layer positioning as the lead…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T13:28:43Z",
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        },
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          "oid": "42c41aeb9900fedb07584b62dc403dd73bda46bb",
          "body": "…e to a child process)\n\nstartViewer pre-generated ~25 JSON reports SYNCHRONOUSLY before listen() — on\na loaded repository (this one) that is minutes of xray/capabilities/benchmark\nwork with the port dead the whole time; users ran kage open and stared at\nnothing. Moving the grind after listen() was n\n[…]\neload).\n\nVerified live: viewer + portal both 200 within ~3s of launch (previously 000\nafter 90+ seconds); daemon tests 15/15; full suite green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: kage open serves the viewer in seconds, not minutes (reports mov…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T13:01:02Z",
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        },
        {
          "oid": "af148f3d74a28910ac2620bf7618ba649bf7400e",
          "body": "…era rows, web surfaces)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: refresh the capstone to the v4.0.0 shipped state (1474/1474, T-…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T08:29:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0acef31e5950f932269e28fe5d124ef74cca6a6f",
          "body": "…ify viewer + portal\n\nCompletes the web redo the v6 design commit (fee6059) started, hand-built\nafter the workflow's page agents were killed by the session limit:\n\n- guide.html: the real journey — install (bootstrap first win), kage up\n  (three wires named: Anthropic, OpenAI-compatible, Gemini), the\n[…]\neen.\n\nAll internal links resolve, ?v=6 on all five pages, every page parses,\nverified rendering in-browser (screenshots of index + benchmarks).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(web): retell guide/benchmarks/releases/demo on the v6 system; un…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-22T08:27:19Z",
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          "is_coding_agent": true
        },
        {
          "oid": "fee6059b4830736d5ced58b290754564b674f1af",
          "body": "site.css v6: documented class contract (receipt with measured tag, term,\ngrid-2/3/4, cta, footnote, skip-link), dark-first tokens kept, focus-visible\nstates, reduced-motion, anchor scroll-margin; legacy aliases (.terminal,\n.cards*) preserved so existing pages keep rendering.\n\nindex.html: proxy-prima\n[…]\nt called out, and a what-we-will-not-claim footnote (no pilots yet,\nconditional value). All numbers from this repo's benchmarks; none invented.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(site): v6 design system + honest measured home page",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T18:56:16Z",
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        },
        {
          "oid": "0247df22a189822f48da03cbdc8a068b12a91606",
          "body": null,
          "is_bot": false,
          "headline": "memory: capture T1-T6 product-honesty pass learnings",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T17:28:46Z",
          "body_truncated": false,
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        },
        {
          "oid": "db30629d5aaf153a5a9d12cec0d9a03ffe47560a",
          "body": "…sparency (T5)\n\n/v2/team-report serves the kage-report-team payload through the portal\n(assembled lazily only for its own route; a failure returns report: null —\nthe portal renders an honest unavailable state, never a fake healthy one).\nTeamReportDto joins the backend DTO source of truth; frontend t\n[…]\ned/estimated separation, injected-nothing\nrendering, unexercised-gate honesty, null report). Frontend 109/109 + build\nclean; backend 1474/1474.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: portal persona views — lead value dashboard + IC injection tran…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T17:28:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8b6131559b4c1cbd1dda8c32582c33b97b55915e",
          "body": "…erride (T4)\n\nDAY-ONE UX: a fresh repo answered its first recalls with nothing, hiding the\nvalue exactly when a new user is judging the tool. kage install now\nbootstraps ONE honest starter runbook derived from package.json scripts\n(verifiable ground truth; runbook-shaped — the highest-demand class a\n[…]\nlity as assertions: first recall\nhits the runbook at rank 1 and clears the injection gate on an empty-history\nrepo. Suite: 1474/1474 aggregate.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: day-one value — bootstrap runbook + query-coverage injection ov…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T17:22:56Z",
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        },
        {
          "oid": "bea9fafa5334a224054eef1f3244392ac3c1c0f3",
          "body": "Every claimed gain tied to its re-runnable proof (the tribal-knowledge A/B,\ninjection gate 0 false rate, kage report team, staleness withholding, ~93%\nhistory digestion, all-agent proxy, real-PG isolation gate, OKF-in-git no\nlock-in) plus the honest boundary: no pilots run, fixture-vs-live interop\nnamed, and the conditional-value truth stated plainly — Kage pays where\nknowledge is tribal, not where it's already in the code.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: WHY_TEAMS — the team pitch with receipts (T6)",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T17:11:08Z",
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        },
        {
          "oid": "0df0cf2aca682c29d839e643fd8de6f5d6ddcf16",
          "body": "Aggregates only what is measured, labels what is estimated, and says\n'unavailable' instead of fabricating:\n- Value: recalls served + stale withheld (measured counts) vs read-vs-source\n  and replay tokens (kept _estimated, never mixed).\n- Injection gate (LIVE): composeInjection now records every corp\n[…]\nnew tests (aggregation, honest-unavailable -> live population through the\nREAL injectMemory path, manual events, classifier). Suite: 1471/1471.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: kage report team — the lead-facing 'is this helping?' report (T3)",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T17:10:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e435c38da5dfeabd5fa21f2c6c5893199d333d2",
          "body": "The reuse A/B measured memory's value at ~zero when the fact is in code and\ntransformative when not; the 367-packet store audit confirmed it in usage\n(reference dumps 0.00 uses/packet, code explanations 0.12, vs ops/rationale\ncarrying all demand). Admission now:\n- BOOSTS non-derivable knowledge (got\n[…]\n gate exists to catch).\n\n4 new tests (restatement penalized + not auto-approved; rationale untouched;\nboost fires). Suite: 1467/1467 aggregate.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: derivability-aware capture — store what code cannot say (T2)",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T17:03:34Z",
          "body_truncated": true,
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        },
        {
          "oid": "03538edf37514a2681c6249a1f8f3ea74d15940b",
          "body": "Audited the production 367-packet store: 71.4% is non-derivable high-value\n(decisions+rationale 39%, gotchas 25%, ops recipes 7%); usage ranks ops/verify\nrecipes highest (0.96-1.43 uses/packet) while reference dumps measure 0.00 and\ncode explanations 0.12 — empirical confirmation that derivable-from\n[…]\nefines the three personas, the question->metric->source map for each, the\nhonest alternatives comparison, and the four metric gaps T3-T5 close.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: personas + team metrics, grounded in a real-store audit (T1)",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:54:35Z",
          "body_truncated": true,
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        {
          "oid": "dda51d026026656e51f0f9149073ce5041ee236f",
          "body": "…, v4.0.0 packaged",
          "is_bot": false,
          "headline": "docs: finalize program checkpoint — all phases + workstreams complete…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:33:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "14b8a8a96456f3ac3b61107758e20325c4ef818c",
          "body": "…d (W5)\n\nVersion 3.3.0 -> 4.0.0 (matching the shipped v4 surface + migration docs).\nCHANGELOG entry covers the full program with its measured numbers. Verified\nat release: suite 1463/1463 aggregate, npm pack clean (693 kB, 171 files).\nPublishing to npm requires the maintainer's auth (npm publish from mcp/) —\ndeliberately not performed by the agent.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v4.0.0 — collaborative repository memory, measured end-to-en…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:33:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0c27cd13aa29c7ee3ba76ce7951b15bbc8cfabda",
          "body": "…red proofs (W4)\n\nOne document for the invented framework: the evidence->episodes->claims->\ntrust-gated-injection->tenant-workspace model, the six pain points it was\nbuilt to kill, and the re-runnable proof behind every claim (provider\nbindings, ~93% history digestion, injection false-rate 0, dedup,\n[…]\nn;\nunproven external-world items explicitly not claimed. The v0 git-native\ndesign notes are preserved under docs/history/ with a heritage note.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: the collaborative-memory framework — invariants mapped to measu…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:30:57Z",
          "body_truncated": true,
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        },
        {
          "oid": "ebd4be55d937e8e490c09c73892c1037d0efe4ab",
          "body": "…iew (W3)\n\nCapture-time dedup was Jaccard-on-token-sets only: a reworded near-duplicate\nthat keeps its core vocabulary but pads different filler dilutes set overlap\nbelow the 0.58 threshold and lands as a 'new' packet, splitting recall mass.\nThe dedup scorer now takes max(jaccard, tf-cosine) — prove\n[…]\nxisting reference-recall test, which stays green\n— below the floor the set view alone decides, exactly as before).\n\nSuite: 1463/1463 aggregate.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: catch reworded near-duplicates with a guarded TF-cosine dedup v…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:28:54Z",
          "body_truncated": true,
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        },
        {
          "oid": "a21f61bada753273543ca298331343d1c437abcc",
          "body": "…rpus-normalized decision (W3)",
          "is_bot": false,
          "headline": "memory: supersede injection-floor negative result with the shipped co…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:24:17Z",
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        },
        {
          "oid": "8b80f3cead5a8946f1cacb7f79f8f5fc0e6fc195",
          "body": "…first-class outcome (W3)\n\nThe 'pong problem' measured 2026-07-16: composeInjection injected whatever\nrecall returned, so content-free prompts attached 4 lexical accidents on a\n325-packet store, while genuine small-store matches scored BELOW the big\nstore's junk band — score sums are not corpus-norm\n[…]\ne decision shapes; the\n17 proxy-mechanics fixtures pass through the real gate — their direct-match\nseeds inject on evidence, not on eagerness).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: corpus-normalized injection decision — inject nothing is now a …",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:23:44Z",
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        {
          "oid": "1417d006ba5192e61407055b65822cc2723ebd04",
          "body": "…~93%)",
          "is_bot": false,
          "headline": "memory: capture W1+W2 (provider-neutral pipeline + history digestion …",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:06:16Z",
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        },
        {
          "oid": "f09754b7d32dab0b9d44c12653f547e0f705bff9",
          "body": "Single-body compression honestly nets ~0% on real traffic (measured in this\nbenchmark since Phase D). The real context-window waste is HISTORY: old\ntool_results re-sent verbatim on every turn. This adds deterministic history\ndigestion to the transform pipeline: tool payloads OLDER than the live zone\n[…]\nR-NEUTRAL: Anthropic tool_result blocks + OpenAI role:tool strings\n  (Gemini text parts flow through the W1 view).\n\nSuite: 1452/1452 aggregate.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: reversible history digestion — the measured savings (W2)",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T16:05:48Z",
          "body_truncated": true,
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        },
        {
          "oid": "5848f0f843fc4eafb764b50a94f95947fb6d49bf",
          "body": "…W1 — all agents)\n\nThe Phase D transform pipeline (assist injection + reversible lossy compression,\nbyte-preserving on failure) was wired only to Anthropic. This registers OpenAI\nand Gemini pipeline adapters so every proxy-fronted agent gets the same value:\n\n- providers/openai.ts: POST /v1/chat/comp\n[…]\n\n  The old 'Phase D is Anthropic-only' registry test updated to the new\n  contract (unknown providers still null).\n\nSuite: 1444/1444 aggregate.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: bind OpenAI and Gemini to the reversible compression pipeline (…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T15:58:57Z",
          "body_truncated": true,
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        },
        {
          "oid": "7bdc3b87bba2ec4a8e07dca02a6fea8b59ffa8ac",
          "body": "… honest commercial NO-GO)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: checkpoint Phase E complete (11 tasks, 1423/1423, GA gate pass,…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T15:54:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "06429a8b239f17c1524b321dafd5d729815dff83",
          "body": "…ssert\n\nThe Phase E/GA gate's cross-tenant-write sub-check and self_approvals counter\ntested HTTP status === 200, but a successful team review write returns 202\n(review.ts reviewClaim, and the gate's own positive-control assert). So neither\ncounter could ever be incremented by an actual cross-tenant\n[…]\ne fails 202!==403.\n\nreview.ts unchanged; test-only hardening. Backend dist 1375/1375, deploy 36/36,\ndogfood 12/12 green vs embedded PostgreSQL.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: harden Phase E gate — real 202 success + backing cross-tenant a…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T15:46:35Z",
          "body_truncated": true,
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        },
        {
          "oid": "ac0a4954114f5e45c06185df66e8842694baad84",
          "body": "Add the real end-to-end Phase E/GA technical gate and the honest GA decision\nreport.\n\n- mcp/vnext/phase-e-gate.test.ts: one end-to-end run against a real embedded\n  PostgreSQL — two workspaces, three users, two local replicas, a GitHub\n  fixture, a billing fixture, a restricted repository — assertin\n[…]\ne), ci.yml (hard technical gate +\n  informational GA report) wired in.\n\nBackend: dist 1375/1375, deploy 36/36, dogfood 12/12. Frontend 105/105.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: enforce Kage vNext commercial readiness gate (Phase E Task 11)",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T15:34:27Z",
          "body_truncated": true,
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        {
          "oid": "a7f64efd437a2be60bf4b99392385f06f199842c",
          "body": "…everify cli.ts packets",
          "is_bot": false,
          "headline": "memory: supersede core=12 MCP-surface packet after Task 10 cutover; r…",
          "author_name": "Kushal Jain",
          "author_login": "Kage18",
          "committed_at": "2026-07-21T15:19:54Z",
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      "commits_last_year": 1136,
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                "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,
              "readme_badges": 5,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [
                "shields.io"
              ],
              "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 (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-3.0"
                    }
                  }
                ],
                "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": [],
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              },
              {
                "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
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "packages": [
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 2407
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,407 downloads/month across npm",
                "points": 45.1,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2407,
                      "ecosystems": "npm"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                "max_points": 20
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          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "weak",
        "name": "Sustainability & Governance",
        "value": 43,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "bus_factor": 1,
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              "top_contributor_share": 0.769
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                "key": "bus_factor",
                "name": "Bus factor",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 1
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 77% of commits",
                "points": 5.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 77
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 33,
            "inputs": {
              "merged_prs": 92,
              "open_issues": 6,
              "closed_issues": 0,
              "prs_merged_7d": 0,
              "prs_decided_7d": 0,
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              "closed_unmerged_prs": 3,
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              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "0% of issues closed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 0
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "92/95 decided PRs merged",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 92,
                      "decided": 95
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
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                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/1 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "followers": 0,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "kage-core",
              "public_repos": 2,
              "account_age_days": 114
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of kage-core",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "kage-core"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "2 public repos, account ~0 yr old",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 2
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@kage-core/kage-graph-mcp"
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 11
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 11 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 11
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "79 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 79
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                  }
                ],
                "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": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 7
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
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              },
              {
                "key": "pre_commit_hooks",
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                "max_points": 9.6
              },
              {
                "key": "editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "agent-memory",
                "ai-agents",
                "claude-code",
                "code-graph",
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                "knowledge-graph",
                "mcp",
                "mcp-server"
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              "has_wiki": false,
              "homepage": "https://kage-core.com",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "key": "repository_description",
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                "key": "topics",
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                "details": [
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "weak",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 36,
            "inputs": {
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            "components": [
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                "key": "branch_protection",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "code_review",
                "name": "Code-Review",
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                "status": "missed",
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
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                "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",
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                "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 6 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": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 2.5,
                "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 not detected",
                "points": 0,
                "status": "missed",
                "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": "36 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Matched the npm:@kage-core/kage-graph-mcp@4.0.6 runtime dependency closure — what installing the published package pulls in — 114 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:@kage-core/kage-graph-mcp@4.0.6",
                  "assessed": 114
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 89,
            "inputs": {
              "source": "osv",
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              "affected_packages": 1,
              "assessed_packages": 114,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: hono 4.12.33 (moderate 5.3)",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "hono 4.12.33 (moderate 5.3)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 114,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
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        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 4797
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "benchmark/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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                "platform/web/tsconfig.json"
              ],
              "agent_commit_share": 0.69,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "benchmark/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "benchmark/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "mcp/tsconfig.json, platform/web/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mcp/tsconfig.json, platform/web/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "69 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 69,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 1034526,
              "source_files_sampled": 386,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "8/386 source files over 60KB",
                "points": 53.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 386,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library",
        "application"
      ],
      "labels": [
        "library",
        "mcp-server",
        "cli"
      ],
      "scores": {
        "cli": 6,
        "library": 10.8,
        "mcp-server": 9,
        "network-service": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "declared",
          "label": "cli",
          "source": "npm.bin",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
          "weight": 6
        },
        {
          "tier": "declared",
          "label": "library",
          "source": "npm.entry",
          "weight": 4.8
        },
        {
          "tier": "dependencies",
          "label": "mcp-server",
          "source": "dep:@modelcontextprotocol/sdk",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "tree.compose",
          "weight": 3
        },
        {
          "tier": "tags",
          "label": "mcp-server",
          "source": "tag:mcp-server",
          "weight": 2
        }
      ],
      "artifacts": [
        {
          "path": "mcp/package.json",
          "labels": [
            "cli",
            "library"
          ],
          "ecosystem": "npm"
        }
      ],
      "confidence": "high",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-05T09:14:04.042867Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kage-core/Kage.svg",
  "full_name": "kage-core/Kage",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.5.0, Schema v0.31.0 — vollständige Methodik · Metriken-Wiki.

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