Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.26.0 · Metriken 1.13.0 · 2026-07-22 03:30 UTC
adelinamart / robrain
Shared memory across your team and your AI agents — with judgment about what's worth keeping.
adelinamart/robrain erreicht einen Gesundheitsindex von 57 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (76/100) ab, am schwächsten bei Security (25/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
57
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
57
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
AdelinaPersönliches Konto
5 Follower9 öffentliche Reposseit Nov. 2016Google
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| npm | robrain | 2.4.0 | 2.172 | 25 | vor 4 Tagen | aiagentmemorymcpclaude-codecursorcopilotcodex |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
71
Entwicklungsaktivität
60Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 6.2/36 | Commit-Rhythmus — 9/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 148 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Verwendete Eingangsdaten
| commits_last_year | 148 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
Release-Disziplin
88Exzellent
Wie die Bewertung erfolgt
| 16.2/27 | Liefert Releases aus — 15 Versions-Tags (keine GitHub-Releases) |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 1,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 15 |
| latest_release_tag | v2.4.1 |
| releases_from_tags | ja |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1,3 |
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?
52
Popularität & Verbreitung
35Gefährdet
Wie die Bewertung erfolgt
| 31/60 | Stars — 82 Stars |
| 4/25 | Forks — 4 Forks |
| 0/15 | Watcher — 2 Watcher |
Verwendete Eingangsdaten
| forks | 4 |
| stars | 82 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Community-Gesundheit
70Gut
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Wie die Bewertung erfolgt
| 44.5/80 | Downloads pro Monat — 2.172 Downloads/Monat über npm |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | robrain |
| dependents | — |
| ecosystems | npm |
| total_downloads | — |
| monthly_downloads | 2.172 |
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?
52
Maintainer-Resilienz (Bus-Faktor)
19Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 1.5/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 93 % der Commits |
| 2.7/13.5 | Breite der Beitragenden — 2 Beitragende |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,932 |
Wie die Bewertung erfolgt
| 23.4/46.8 | Issue-Lösungsquote — 50 % der Issues geschlossen |
| 38.2/38.3 | PR-Annahme — 6/6 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 6 |
| open_issues | 1 |
| closed_issues | 1 |
| issue_closed_ratio | 0,5 |
| closed_unmerged_prs | 0 |
Eigentümerschaft & Trägerschaft
44Gefährdet
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 5.6/25 | Reichweite des Inhabers — 5 Follower von adelinamart |
| 19.3/25 | Kontohistorie — 9 öffentliche Repos, Kontoalter ca. 9 Jahre |
Verwendete Eingangsdaten
| followers | 5 |
| owner_type | User |
| is_verified | — |
| owner_login | adelinamart |
| public_repos | 9 |
| account_age_days | 3.523 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf npm |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 4 Tagen |
| 20/20 | Versionshistorie — 25 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | robrain |
| ecosystems | npm |
| any_deprecated | nein |
| min_days_since_publish | 4 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
76
Engineering-Praktiken
60Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 2 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — keine Daten |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
Dokumentation
100Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://robrain.dev/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 8 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | agent, ai-agents, claude-code, context-engineering, cursor, memory, memory-management, open-source |
| has_wiki | ja |
| homepage | https://robrain.dev/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
25
Sicherheitslage
25Kritisch
Wie die Bewertung erfolgt
| 5.2/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — keine Daten |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 23 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 2,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
67
AI-Agentenkontext & Leitlinien
68Mittel
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — AGENTS.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 23.5/40 | Lesbare Commit-Historie — 44 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,44 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 1.142 |
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/tsconfig.json |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 10/10 | Belegte Agentenpraxis — 24 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | pnpm-lock.yaml |
| has_dockerfile | ja |
| typed_language | ja |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/tsconfig.json |
| agent_commit_share | 0,24 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
100Exzellent
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — TypeScript (statisch typisiert) |
| 54.5/55 | Handhabbare Dateigrößen — 1/111 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | TypeScript |
| largest_source_bytes | 63.826 |
| source_files_sampled | 111 |
| oversized_source_files | 1 |
Eckdaten
82GitHub-Sterne
2Mitwirkende
148Commits, letzte 12 Monate
0Tage seit letztem Push
15Releases
1Bus-Faktor
1offene Issues
npmPaket-Ökosysteme
Warnungen zur Datenerhebung
- Could not fetch npm package '@robrain/sensing-mcp' from its registry
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index npm:robrain@2.4.0; advisories assessed against the repository dependency graph instead
Weitere Details
Stern- und Fork-Verlauf 82 ★ / 4 ⇿
82Sterne
4Forks
14Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 4Patch 10
OpenSSF Scorecard 2.6 / 10
2.6Gesamtwert
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).
| 7 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| k. A. | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 23 existing vulnerabilities detected |
Direkte Abhängigkeiten 17
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| npm | dotenv | ^16.4.5 | packages/cli/package.json |
| npm | chalk | ^5.3.0 | packages/cli/package.json |
| npm | ora | ^8.0.1 | packages/cli/package.json |
| npm | prompts | ^2.4.2 | packages/cli/package.json |
| npm | commander | ^12.0.0 | packages/cli/package.json |
| npm | @robrain/shared | workspace:* | packages/eval/package.json |
| npm | @robrain/shared | workspace:* | packages/perception-self-hosted/package.json |
| npm | hono | ^4.0.0 | packages/perception-self-hosted/package.json |
| npm | @hono/node-server | ^1.9.0 | packages/perception-self-hosted/package.json |
| npm | pg | ^8.11.0 | packages/perception-self-hosted/package.json |
| npm | zod | ^3.23.0 | packages/perception-self-hosted/package.json |
| npm | @anthropic-ai/sdk | ^0.32.1 | packages/synthesis/package.json |
| npm | @robrain/shared | workspace:* | packages/synthesis/package.json |
| npm | jsonrepair | ^3.14.0 | packages/synthesis/package.json |
| npm | pg | ^8.11.0 | packages/synthesis/package.json |
| npm | @robrain/shared | workspace:* | packages/vetobench/package.json |
| npm | mem0ai | ^3.0.13 | packages/vetobench/package.json |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
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"published_at": "2026-07-09T12:15:51Z"
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"body": "Pin clone-path and robrain up to compose project `robrain`, and fail\nearly with removal instructions when leftover containers from older\nprojects would conflict.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "Release 2.3.9: unify compose project and detect foreign stacks.",
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"body": "…umn table\n\nMiddle column is a file we supplied, not native memory; two-run zeros are\n'didn't leak in two runs', not 'won't leak'.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "blog: head off the 'model X's memory is good' misreading of the 3-col…",
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"body": "…-column model table\n\nEven frontier models leak through choices-only memory (opus: auto-migrations,\ngpt-5.5: CSS-in-JS). RoBrain column all-zero: 159/159 cells across six models.\nNative-vendor-memory column addressed in prose: three of four vendors ship no\ndeveloper-facing memory; Anthropic memory tool flagged as follow-up.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "conventions condition on opus-4.8, gpt-5.5, gemini-3-pro; blog gets 3…",
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"body": "…ve your memory layer'\n\nEveryone runs some memory layer; the axis that separates the rows is veto\nsurvival. Mem0 ingestion-loss finding promoted to lead the section.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "blog: reframe from 'no memory vs memory' to 'does the rejection survi…",
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"committed_at": "2026-07-14T15:03:33Z",
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{
"oid": "6c6bde60a16496de7a438b8180c4b8ddc5b16c5e",
"body": "…wledged\n\nCross-vendor sweep complete: 99/99 robrain cells across four vendors with zero\nre-proposals. Blog, root README, and baselines README updated.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "robrain condition on opus-4.8, gpt-5.5, gemini-3-pro: 0/54, all ackno…",
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"author_login": "adelinamart",
"committed_at": "2026-07-14T14:46:09Z",
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"is_bot": false,
"headline": "Frontier no-memory baselines: opus-4.8, gpt-5.5, gemini-3-pro (2 runs…",
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"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "robrain.dev/muse short link → Muse Spark VetoBench receipts",
"author_name": "Adelina",
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{
"oid": "55e2a0ab7997288373ff40e6ade8f0afbf0205a9",
"body": "…/landing updates\n\n- paid-run-1..5.json archives (none 4-6/9 per run; robrain 0/45, all acks named)\n- blog: narrated s10 cell, like-for-like model comparison (n=9), conventions\n section, claims aligned with receipts (named vs verbatim-quoted acks)\n- series README: paid series section, exploratory runs marked superseded\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Muse Spark 1.1 five-run VetoBench series: blog post, receipts, README…",
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"is_bot": false,
"headline": " add README.md index.html \\",
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"author_login": "adelinamart",
"committed_at": "2026-07-14T13:02:29Z",
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"is_bot": false,
"headline": "docs to include release checks + meta muse results",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-14T11:09:53Z",
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"body": null,
"is_bot": false,
"headline": "fix license",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-14T10:48:32Z",
"body_truncated": false,
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{
"oid": "1544897e9a22cd54c0287f83e8c9e93ed76a4adb",
"body": "…ain install\n\nPOST /veto-scan — deterministic rejected-option matcher (Perception; not in the v2.3.7 image commit)\nRelease guard — prepublishOnly blocks npm publish unless vX.Y.Z is on origin and ghcr.io/.../robrain-perception:X.Y.Z exists",
"is_bot": false,
"headline": "Codex CLI hooks — lifecycle capture + pre-task veto warnings via robr…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-14T10:33:07Z",
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"body": null,
"is_bot": false,
"headline": "codex plugin and others",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-14T09:55:04Z",
"body_truncated": false,
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"body": null,
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"headline": "more docs changes",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-13T15:09:52Z",
"body_truncated": false,
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"headline": "docs changes",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-13T14:09:15Z",
"body_truncated": false,
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{
"oid": "d5ad61c9f65457c66cb5e5556b5a093042311645",
"body": "…n matcher.",
"is_bot": false,
"headline": "Add deterministic POST /veto-scan endpoint with shared rejected-optio…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-13T12:53:59Z",
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"oid": "81c89f724d0542a470b350f17504cf1bee75620f",
"body": "…ectory submission docs.",
"is_bot": false,
"headline": "Add Glama introspection Dockerfile, smithery.yaml, and update MCP dir…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T15:24:43Z",
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{
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"body": null,
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"headline": "adjusted description",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T14:31:30Z",
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{
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"body": null,
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"headline": "mcp-publisher publish.",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T14:23:49Z",
"body_truncated": false,
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{
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"headline": "robrain mcp",
"author_name": "Adelina",
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{
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"body": null,
"is_bot": false,
"headline": "index page changes",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T12:25:10Z",
"body_truncated": false,
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},
{
"oid": "8832fb811d4ffc564e197326b8028b2cf221b008",
"body": null,
"is_bot": false,
"headline": "chore: bump version to 2.3.5",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T10:31:51Z",
"body_truncated": false,
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},
{
"oid": "cd7ac9bd7108e7dec29d7703e34ff9a34718c0ab",
"body": "Bundle Hermes plugin for clone-free install, sync plugin docs,\nremove unimplemented rule --remove flag.",
"is_bot": false,
"headline": "feat(cli): Hermes install --hermes and release 2.3.4",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-10T10:10:16Z",
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},
{
"oid": "5276b615e2e032450de40f66c35ba21313c7990f",
"body": "Adds privacy.html — a proper privacy policy (data processed, local\nstorage, third-party LLM/embedding providers with policy links,\nretention, contact) meeting Anthropic Software Directory requirements.\nLinks it from the Trust & privacy section and footer.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(site): add formal privacy policy page for directory submission",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T15:12:02Z",
"body_truncated": false,
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},
{
"oid": "4a935a0c690cf6f85883fb4717a7983ea33d652b",
"body": "… it self-hosted\n\nKeeps the self-hosted-vs-cloud table consistent with robrain.dev: the\nUserPromptSubmit hook now gives pre-task rejected[] warnings in Claude Code\nwithout the cloud stack.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): sync pre-task warning row — Claude Code plugin delivers…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T15:03:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "45909625861bfe5abb805641af3dcaf1ed115389",
"body": null,
"is_bot": false,
"headline": "robrain.dev changes",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T14:51:25Z",
"body_truncated": false,
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},
{
"oid": "eb991f211e7c2e72bb6f61c7c30ff5ce1b82c4bd",
"body": "Release the Claude Code plugin and init-project recommendation on npm\nwith a matching GHCR Perception image tag.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: bump version to 2.3.3",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T14:32:26Z",
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{
"oid": "e80376d46814bc3b4036acf6ac16093f630da674",
"body": "…t recommendation\n\nShip the RoBrain Claude Code plugin (session-start summary, pre-prompt veto\nwarnings, async turn capture) and wire init-project to recommend it via\n.claude/settings.json for repo collaborators. Document install paths in\nREADME, landing page, and CLI reference; add announcement blog post.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat(claude-code): add plugin with hook-based capture and init-projec…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T14:24:31Z",
"body_truncated": false,
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},
{
"oid": "7f46d67d7ade4f7feac2786c2a99f015d417390c",
"body": "…ymlinks, tolerating pull failures when image exists locally, and publishing multi-arch perception images",
"is_bot": false,
"headline": "fix(cli): harden self-hosted install/start by handling dangling MCP s…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-09T12:15:51Z",
"body_truncated": false,
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},
{
"oid": "837d596536404122e13d851ee8b291a7fddc5f9e",
"body": "…t should no longer hit the executable error",
"is_bot": false,
"headline": "After you pull on your machine, npx robrain@2.3.1 … from the repo roo…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:23:59Z",
"body_truncated": false,
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{
"oid": "09c37a15af1a0966cc562c766df3a0a6a2229f82",
"body": "Avoids npx name collision: running `npx robrain@x` from the repo root\nresolved the private root package (no bin) instead of the published CLI,\nfailing with \"could not determine executable to run\". The published\npackage (packages/cli, name \"robrain\") is unaffected.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: rename root workspace package to robrain-monorepo",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:16:36Z",
"body_truncated": false,
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},
{
"oid": "567157e29e696ce1129d3f716c75e0d5519778ec",
"body": "…root (dist/lib → ../../vendor/sensing-mcp), not dist/vendor.\n\nRegression test — resolveInstalledSensingMcpDir must find a built bundle from the compiled dist/lib location.\n\nCI gate (pack:verify) — vendors → packs → extracts → asserts:",
"is_bot": false,
"headline": "Resolver fix (mcp-bundle.ts) — paths are relative to the CLI package …",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:05:48Z",
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},
{
"oid": "c926adbe1e1f660ac2fabe26105453ecafbbc2f1",
"body": "…rify CI.\n\nThe resolver looked under dist/vendor instead of vendor/, so published\ntarballs shipped a bundle install could not find. Add a regression test\nand a CI gate that packs, extracts, and asserts resolution succeeds.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(cli): resolve vendored sensing-mcp from package root, add pack:ve…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T15:02:03Z",
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{
"oid": "0956e46dc4cfb0e2440ec26b6e06675b0ae6ccd5",
"body": "… needed.\n\nRemove @robrain/sensing-mcp runtime dependency (workspace:^ leaked to npm\nand broke npx). prepublishOnly copies the built bundle into vendor/ so\nrobrain publishes as a single self-contained package.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix(cli): vendor sensing-mcp in published tarball — no scoped npm org…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T14:50:51Z",
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"oid": "2f033e24880f8517eafaf008226c5da62c5cccc0",
"body": "… correctly.\n\nrobrain@2.3.0 shipped workspace:^ to npm, which breaks npx install.\nBump to 2.3.1 and add publish:npm script; always publish with pnpm publish\nso @robrain/sensing-mcp is rewritten to a semver range.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix: publish npm packages with pnpm (v2.3.1) — workspace deps resolve…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T14:48:52Z",
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{
"oid": "573e14c6f1585abdf0c1aab2a3e0605c87457f3c",
"body": "… (v2.3.0).\n\nAdd robrain up/down to run Postgres + Perception from a published GHCR image\nwithout a repo clone, publish @robrain/sensing-mcp as a bundled CLI dependency,\nand materialize ~/.robrain/mcp/sensing on install. Fix --repo-root to replace\npackage-copied bundles, add GHCR publish workflow, Hermes integration plugin,\nand document the no-clone install path.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat: clone-free self-hosting with robrain up and bundled sensing-mcp…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T14:35:57Z",
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"oid": "e57c753d695c331566f321c72f7cf7373b790cdf",
"body": "Aligns package versions and hardcoded CLI/sensing version strings with\nVetoBench and post-2.1.0 OSS work. Updates the self-hosted vs Rory Plans\ncloud matrix to reflect verified CLI compatibility and outcome linking.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: bump workspace to 2.2.0 and sync OSS vs cloud comparison docs.",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T13:56:14Z",
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{
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"body": null,
"is_bot": false,
"headline": "updated numbers",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T10:31:44Z",
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{
"oid": "edb18b3d2198261b5cce420c200d4d58b6c9c5a2",
"body": "…e existing eval gate.",
"is_bot": false,
"headline": "ci.yml now runs pnpm --filter @robrain/vetobench bench right after th…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T09:01:22Z",
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"oid": "263c493fd0248a5b715b023fddd76c17476b6a20",
"body": null,
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"headline": "docs(blog): sync benchmark table to the archived five-run builtin series",
"author_name": "Adelina",
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"committed_at": "2026-07-08T08:56:56Z",
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{
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"body": null,
"is_bot": false,
"headline": "clean up",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T08:55:15Z",
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{
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"body": null,
"is_bot": false,
"headline": "bechmark results",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T08:43:13Z",
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{
"oid": "6bc052ce1d86ce17c6a950c24a16efeb30906198",
"body": "…pdates\n\n- packages/vetobench: veto re-proposal benchmark (offline retrieval layer +\n live behavioral layer), Mem0 adapter and robrain-e2e condition, archived\n receipt series for both under results/\n- docs/blog: outcomes blog post + Honcho LoCoMo citation evidence\n- README / docs/concepts.md: VetoBench numbers quoted as multi-run ranges,\n retrieval-benchmark comparison paragraph",
"is_bot": false,
"headline": "Add VetoBench, archived receipt series, outcomes blog post, and doc u…",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-08T08:00:32Z",
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{
"oid": "6c9589370bcd1879c54ee2002888d83278cac4e0",
"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore(sensing-mcp): add test script for CI workspace test run.",
"author_name": "Adelina",
"author_login": "adelinamart",
"committed_at": "2026-07-07T18:05:14Z",
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"headline": "chore: bump workspace to 2.1.0 and sync hardcoded version strings",
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"headline": "ci: add GitHub Actions workflow (build, typecheck, test, eval gate)",
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"headline": "Merge branch 'claude/blissful-ptolemy-a5c05b': doctor, session surviv…",
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"headline": "1. CLI — export-memory --ledger. 2. Sensing MCP — non-blocking sessio…",
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"author_login": "adelinamart",
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"body": "small change to the Readme file's instalation instructions",
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"headline": "Merge pull request #6 from adelinamart/radu/small-readme-change",
"author_name": "Adelina",
"author_login": "adelinamart",
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"headline": "small change to the Readme file's instalation instructions",
"author_name": "Radu Busuioc",
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"headline": "quick text changes",
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"body": "…, same idea as the CLI: it merges repo-root .env into process.env before reading DATABASE_URL / ANTHROPIC_API_KEY.",
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"headline": "Synthesis now calls loadEnv(repoRoot) from @robrain/shared at startup…",
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"headline": "1. status reports Perception unreachable when it's up. 2.synth has tw…",
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"body": "…erception key.",
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"headline": "Self-hosted install always built MCP options with a hardcoded empty P…",
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"headline": "add more notes",
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"headline": "Perception no longer depends on a synthetic session id for this path",
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"body": "Address the high-severity issues from the public-launch security review.\n\nNetwork surface:\n- Bind Postgres + Perception to 127.0.0.1 by default in docker-compose;\n POSTGRES_BIND_HOST / PERCEPTION_BIND_HOST opt out for remote VMs.\n- Drop the :-robrain fallback for POSTGRES_PASSWORD so the stack refu\n[…]\nit 1 otherwise. Closes the typo/path-traversal\n surface where `--to /etc` would silently write outside intended scope.\n\nCleanup:\n- Remove docs/architecture.md; superseded by robrain_architecture.pdf.",
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"headline": "remove leftover .claude/worktrees gitlinks",
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"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"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": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"packages": [
"robrain"
],
"dependents": null,
"ecosystems": "npm",
"total_downloads": null,
"monthly_downloads": 2172
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,172 downloads/month across npm",
"points": 44.5,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2172,
"ecosystems": "npm"
}
}
],
"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": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 52,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 19,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.932
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 93% of commits",
"points": 1.5,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 93
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 62,
"inputs": {
"merged_prs": 6,
"open_issues": 1,
"closed_issues": 1,
"issue_closed_ratio": 0.5,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "50% of issues closed",
"points": 23.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 50
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "6/6 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 6,
"decided": 6
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 44,
"inputs": {
"followers": 5,
"owner_type": "User",
"is_verified": null,
"owner_login": "adelinamart",
"public_repos": 9,
"account_age_days": 3523
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "5 followers of adelinamart",
"points": 5.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 5,
"login": "adelinamart"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "9 public repos, account ~9 yr old",
"points": 19.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 9
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"robrain"
],
"ecosystems": "npm",
"any_deprecated": false,
"min_days_since_publish": 4
},
"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"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 4 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 4
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "25 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 25
}
}
],
"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": 76,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"agent",
"ai-agents",
"claude-code",
"context-engineering",
"cursor",
"memory",
"memory-management",
"open-source"
],
"has_wiki": true,
"homepage": "https://robrain.dev/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://robrain.dev/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "8 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 8
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "critical",
"name": "Security",
"value": 25,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "critical",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 25,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 2.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file 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": "23 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 67,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "moderate",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.44,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 1142
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "44 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 23.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 44,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"pnpm-lock.yaml"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"packages/cli/tsconfig.json",
"packages/eval/tsconfig.json",
"packages/perception-self-hosted/tsconfig.json",
"packages/sensing-mcp/tsconfig.json",
"packages/shared/tsconfig.json",
"packages/synthesis/tsconfig.json",
"packages/vetobench/tsconfig.json"
],
"agent_commit_share": 0.24,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "packages/cli/tsconfig.json, packages/eval/tsconfig.json, packages/perception-self-hosted/tsconfig.json, packages/sensing-mcp/tsconfig.json, packages/shared/tsconfig.json, packages/synthesis/tsconfig.json, packages/vetobench/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": "24 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 24,
"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 0",
"points": 0,
"status": "missed",
"details": [],
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}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "TypeScript",
"largest_source_bytes": 63826,
"source_files_sampled": 111,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
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"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
}
],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/111 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
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}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch npm package '@robrain/sensing-mcp' from its registry",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index npm:robrain@2.4.0; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-22T03:30:04.843282Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/adelinamart/robrain.svg",
"full_name": "adelinamart/robrain",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.26.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — npm.