Öffentliches RegisterGefährdet
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-29 06:29 UTC
DanceNitra / ramr
RAMR — Retrieval-Augmented Memory Reliability: a contamination-resistant synthetic benchmark for agentic-RAG / memory systems (findings + method)
DanceNitra/ramr erreicht einen Gesundheitsindex von 34 von 100 und liegt damit im Bereich Gefährdet. Am stärksten schneidet es bei Vitality (66/100) ab, am schwächsten bei Sustainability & Governance (20/100). Zuletzt vor 4 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
34
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.
34
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
Rastislav DrahošPersönliches Konto
5 Follower44 öffentliche Reposseit Juli 2018
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
66
Entwicklungsaktivität
54Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 4 Tagen |
| 3.5/36 | Commit-Rhythmus — 5/52 Wochen mit Commits |
| 14.6/18 | Commit-Volumen — 41 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 | 41 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 5 |
Release-Disziplin
84Gut
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 1 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 30 Tagen |
| 12.6/27 | Release-Rhythmus — Rhythmus unbekannt (nur ein Release) |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 1 |
| latest_release_tag | v0.4.1 |
| releases_from_tags | nein |
| days_since_latest_release | 30 |
| mean_days_between_releases | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
24
Popularität & Verbreitung
1Kritisch
Wie die Bewertung erfolgt
| 0/60 | Stars — 0 Stars |
| 0/25 | Forks — 0 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 0/18 | 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 | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
20
Maintainer-Resilienz (Bus-Faktor)
10Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 0/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits |
| 1.4/13.5 | Breite der Beitragenden — 1 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Reaktionsfähigkeit bei Issues & PRs
1Kritisch
Wie die Bewertung erfolgt
| 0/46.8 | Issue-Lösungsquote — keine Issues oder keine Daten |
| 0/38.3 | PR-Annahme — keine entschiedenen Pull Requests oder keine Daten |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote, PR-Annahme. Die verbleibenden Gewichte wurden renormalisiert.
Eigentümerschaft & Trägerschaft
50Mittel
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 DanceNitra |
| 24/25 | Kontohistorie — 44 öffentliche Repos, Kontoalter ca. 8 Jahre |
Verwendete Eingangsdaten
| followers | 5 |
| owner_type | User |
| is_verified | — |
| owner_login | DanceNitra |
| public_repos | 44 |
| account_age_days | 2.924 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
31
Engineering-Praktiken
1Kritisch
Wie die Bewertung erfolgt
| 0/24 | CI-Workflows |
| 0/24 | 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 | nein |
| has_tests | nein |
| 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
75Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://dancenitra.github.io/agora/public/leaderboard/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 6 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | agent-memory, benchmark, evaluation, llm, rag, retrieval |
| has_wiki | ja |
| homepage | https://dancenitra.github.io/agora/public/leaderboard/ |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
26
Sicherheitslage
26Kritisch
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 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 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 0/10 | Dangerous-Workflow — keine Daten |
| 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 |
| 0/5 | Packaging — keine Daten |
| 0/5 | Pinned-Dependencies — keine Daten |
| 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 — keine Daten |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 2,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. 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.
29
AI-Agentenkontext & Leitlinien
40Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 37 von 41 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,902 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 0/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 0/10 | Reproduzierbare Umgebung |
| 10/10 | Belegte Agentenpraxis — 13 der letzten 41 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — keine Daten |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | nein |
| lockfiles | — |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0,317 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Pinned-Dependencies. Die verbleibenden Gewichte wurden renormalisiert.
AI-Code-Lesbarkeit für Modelle
53Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 53.3/55 | Handhabbare Dateigrößen — 1/33 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 385.518 |
| source_files_sampled | 33 |
| oversized_source_files | 1 |
Eckdaten
0GitHub-Sterne
1Mitwirkende
41Commits, letzte 12 Monate
4Tage seit letztem Push
1Releases
1Bus-Faktor
0offene Issues
—Paket-Ökosysteme
Warnungen zur Datenerhebung
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Weitere Details
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 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 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| k. A. | Dangerous-Workflow | no workflows found |
| 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 |
| k. A. | Packaging | packaging workflow not detected |
| k. A. | Pinned-Dependencies | no dependencies found |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| k. A. | Token-Permissions | No tokens found |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
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"releases": [
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"tag": "v0.4.1",
"kind": "patch",
"published_at": "2026-06-28T09:49:21Z"
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{
"oid": "b18db2400bcd341723e0f0fa06f2aad637759622",
"body": "No code, data, metric or claim changed. This version exists so the citable record\nand the repository agree on who maintains RAMR.\n\nContext: the inspeximus README had credited Rastislav Drahos by name for some time\nwhile CITATION.cff and the Zenodo creators said \"Agora\". A supplier or auditor\ncheck f\n[…]\n do. Its DOI is\nnow listed in CITATION.cff identifiers so the ladder stays complete, and the name\nlands on this new version instead.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "v0.5.1: attribution only - the author is named",
"author_name": "Rastislav Drahoš",
"author_login": "DanceNitra",
"committed_at": "2026-07-24T23:44:18Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "47adf324b3d854c403b764e90ca588e251c980c8",
"body": "Owner decision 2026-07-25: move from anonymous stewardship to a named maintainer.\nThe driver is that in the one channel with live demand - downstream vendor-security\nand third-party-risk review - supplier attestation fields require a nameable party,\nand cryptography does not substitute for one.\n\nThe\n[…]\nstory is\n not rewritten. GitHub noreply is used instead of the personal address so the\n name is public but the mailbox is not.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "citation: name the author",
"author_name": "Rastislav Drahoš",
"author_login": "DanceNitra",
"committed_at": "2026-07-24T23:40:34Z",
"body_truncated": true,
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"oid": "3dd44ad4f310f8cd1f351ff92471714462021a2a",
"body": "CITATION.cff -> 0.5.0 (2026-07-25) and a README changelog entry. The preflight is\nnot a twelfth metric - it is a check on whether a comparison was admissible at\nall - so the metric count stays at eleven and the abstract gains the gate.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "v0.5.0: version the preflight release",
"author_name": "Agora",
"author_login": null,
"committed_at": "2026-07-24T22:28:58Z",
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"oid": "a62b8080ab20001e187b7925c740e85ad71c577c",
"body": "…t died\n\nA RAMR metric only means something if the arms were comparing the same thing.\nramr_preflight.py is the check we ask of ourselves before publishing any RAMR\nnumber, shipped as a zero-dependency module anyone can point at their own\ncomparison.\n\n G0 budget parity are the arms given compa\n[…]\nat run's persisted\nretrieval_coverage.json and pilot_summary_*.json but are not reproducible from\nthis repo. The --demo numbers are.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "preflight: four admissibility gates, each aborting with the layer tha…",
"author_name": "Agora",
"author_login": null,
"committed_at": "2026-07-24T22:27:19Z",
"body_truncated": true,
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"oid": "a8e66332addf1d5dd288822502672e197f368db5",
"body": "…ndocumented checkpoint-undo)",
"is_bot": false,
"headline": "integrity: scope the revert 'only inspeximus' reading (Letta has an u…",
"author_name": "agora-builder",
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"committed_at": "2026-07-23T15:25:03Z",
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"oid": "54ff69799fafecbe5c5329db66eb6addf9f2c079",
"body": "The cross-system integrity results (integrity/ module) are now rendered as a standing, PR-submittable\nleaderboard at dancenitra.github.io/agora/public/leaderboard/. Submission flow already lives in\nintegrity/SUBMISSION.md.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "README: link the standing Agent-Memory Integrity Leaderboard",
"author_name": "Agora",
"author_login": null,
"committed_at": "2026-07-22T16:31:27Z",
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"oid": "3fe7edcef5d72cb917baeb7da27c036004c6267e",
"body": "…e to 1.29.0\n\nAdds ramr_integrity_recall.py: after a supersession/revert/poison, does recall return the correct\ncurrent value? revert is the unique win on this scenario (inspeximus 1.00 vs cosine-recency 0.00,\nnaive 0.55 -- recency has no revert op); supersession ties a fair recency baseline (both 1\n[…]\nOPE-LEAKAGE 0.82->0.80, breakeven boost arm\n<=0.03 (cited headline stays +0.00). Also removed an internal path a docstring leaked.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "v0.4.3: INTEGRITY-CONDITIONED RECALL metric; re-vendor inspeximus cor…",
"author_name": "Agora",
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"committed_at": "2026-07-22T14:43:12Z",
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"oid": "5bf763fabb317148c70747690960830d1fa49d59",
"body": "…hange)\n\nThe public benchmark vendored a pinned snapshot of our memory library under its old name, mnemo. This\nrenames it to inspeximus everywhere -- module (mnemo/mnemo.py -> inspeximus/core.py), class\n(Mnemo -> Inspeximus), and every reference -- so the repo carries no trace of the old name. Zero\n\n[…]\n-> \"an inspeximus\" article slips the mechanical rename introduced; and\ngitignore now excludes an unrelated WIP metric's artifacts.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "v0.4.2: rename the vendored library mnemo -> inspeximus (no numbers c…",
"author_name": "Agora",
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"committed_at": "2026-07-22T13:43:43Z",
"body_truncated": true,
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"oid": "003cdd4eaa431e1413dd01ef94d5c4d15d5353b7",
"body": "…-19 hardening this repo missed)",
"is_bot": false,
"headline": "gitignore: cover .env variants and key material (restores the 2026-07…",
"author_name": "Agora",
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"committed_at": "2026-07-19T21:45:37Z",
"body_truncated": false,
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"oid": "3f8a66ad9d7d17ec5e32596b67200acc68091422",
"body": "…-memory two-writer test)\n\nStore V1 -> correct to V2 -> stale writer re-asserts V1; check what top-1\nretrieval actually serves after each step + whether the backend can hand back\na state receipt that detects the echo. Measured: naive recency baseline fails\necho_resistance (the test can fail); mnemo, mem0 (update()), Chroma (delete+add)\nall pass this minimal case - honest parity on the serve; only mnemo exposes a\nwitness receipt. Run it on your own stack; the result is yours.",
"is_bot": false,
"headline": "integrity: two-writer retrieval-coherence fixture (step 6 of the team…",
"author_name": "agora-builder",
"author_login": null,
"committed_at": "2026-07-19T21:45:16Z",
"body_truncated": false,
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"oid": "61b81d62ab22b860bfb68b1ee5c863d00df08ec9",
"body": "Deterministic temporal cell (unique-token ground truth, no judge): reversed-ingest\nnow-accuracy, as_of valid-time point queries, transaction-time back-fill. Measured:\nmnemo 4/4; mem0 default vector store has no valid-time channel. Framed as PARITY:\nZep (arXiv:2501.13956) and Graphiti are documented bi-temporal too and are listed,\nnot run/scored -- we do not claim to beat them on this axis. Result JSON persisted.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add bi-temporal integrity cell (honest parity, not a mnemo win)",
"author_name": "agora-builder",
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"body": "Consolidate the agent-memory integrity axis into the RAMR brand (one DOI, one\nhome). Adds integrity/ : the cross-system revert+echo harness (shared ground-\ntruth-blind judge, native configs) and a run-your-own erasure self-check tool.\nREVERT is a new dimension (not one of the 9 synthetic metrics); E\n[…]\nlly above and is now also measured cross-system. Non-breaking:\nthe verified 9-metric pipeline and DOI-cited numbers are untouched.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "echo-resistance: real Graphiti runtime (Neo4j+OpenAI, n=30) — bi-temp…",
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"body": "…ootstrap CI\n\nRe-ran mem0 in its own recommended config (gpt-4o-mini + text-embedding-3-small + Chroma)\nso the number isn't a non-native-judge artifact, and report a CI instead of a point\nestimate (the earlier n=10 vs n=30 swing showed a point estimate is unsafe): resurrection\n~47% under a value-pre\n[…]\ninistic (0.00 off / 1.00 guard, judge-independent). Framed as a small\nsynthetic demonstration with disclosed limits, not a definitive benchmark.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"body": "…endored mnemo\n\nNew RAMR metric ramr_echo_resistance.py: FORGET-PRECISION shows a correction sticks\n(1.00), but re-stating the retired value (verbatim OR reworded) resurrects it on a\nlast-writer-wins / validity-recency store -> echo-resistance 0.00. A superseded-object\nledger (mnemo echo_guard, obje\n[…]\nVERSION/CHAIN-FRAGILITY/DISTRACTION/OUTCOME-LIFT/FACT-RETENTION unchanged\n(all mnemo additions are opt-in, default-off = byte-identical legacy).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"body": "…to extract_int) - works for string/abstention claims now",
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"headline": "v0.4.1: Folklore Meter honours claim custom extractor (was hardcoded …",
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"body": "…gineering folklore\n\nramr_folklore_meter.py: run a contrarian, exact-match claim across a model gradient\n(local Ollama + pluggable frontier anchor) -> verdict REAL / WEAK-MODEL ARTIFACT /\nREGIME-SPECIFIC / NULL. Robust ANSWER-line extraction (retry-until-clean, no\nlast-number fallback). README documents the tool + two worked verdicts\n(decision-trace memory -> weak-model artifact; multi-agent vote -> regime-specific).",
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"body": "RESUME = the tested continuation invariant passed; NOT global execution\nauthorization, and does not bypass downstream policy/approval/effect gates.\nAligned with safal207/LS#654 (which verified the v0.3.0 canonical sources).\nSemantic clarification only: fixture bytes + sha256 digests are unchanged, so\nexisting pins (incl. LS#654) stay valid. README + conformance-runner docstring.",
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"body": "Adds 3 canonical ramr-ls-evidence-v0.1 fixtures (frozen + sha256): superseded_approval\n-> REJECT, incomplete_dependency_chain -> ABSTAIN, target_state_drift -> REVALIDATE\n(with duplicate_successful_outcome -> REJECT). run_ramr_ls_fixtures.py scores each\nfixture's RAMR-side measured quantity vs the f\n[…]\neded/drift ride mnemo bi-temporal valid_from/invalidated_at; incomplete\nrides chain-fragility. RAMR measures reliability, LS owns the verdict. Collaboration:\nsafal207/LS, anthropics/claude-code#34556.",
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"body": "… reliability-layer harness\n\nHosts the canonical shared fixture (duplicate_successful_outcome, frozen + sha256\ndigest) and ramr_ls_evidence.py, which emits the v0.1 envelope from a memory store\n(thin projection of bi-temporal valid_from/invalidated_at, provenance, Beta\nreliability, recall budget) an\n[…]\nn provenance + poison-propagation graduation guard\n(both regression-gated: FORGET-PRECISION/SUPERSESSION-FP/OPERATIONAL-CONTINUITY\nunchanged). Collaboration: safal207/LS, anthropics/claude-code#34556.",
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"body": "mnemo: remember(valid_from=), consolidate supersedes by validity-time not\ningest-order, recall(as_of=T). New ramr_temporal_asof.py: under reversed ingest\n(stale fact arrives later) the old ingest-order rule serves STALE (now-acc 0.00)\nwhile validity-time serves CURRENT (1.00) and as-of returns the h\n[…]\ningest-time so ordered streams are byte-identical;\nFORGET-PRECISION / SUPERSESSION-FP / OPERATIONAL-CONTINUITY all unchanged. Field-\nstandard (Graphiti/Zep/Neo4j); from the 122-transcript memory scan.",
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"body": "…inuity idea\n\nMake the attribution visible in the README (not just the commit/docstring):\nthe metric implements a property proposed by @safal207; framed as a first cut\nwith fixture input welcome.",
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"headline": "v0.1.8: credit @safal207 (claude-code#34556) for the operational-cont…",
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"body": "New agentic axis beyond fact recall: does the agent re-execute a completed\naction after compaction (a duplicate side-effect)? ramr_operational_continuity.py\nmeasures the duplicate-rate of a budget-limited resume recall. Result: recency\nweighting is necessary AND sufficient -- with it, duplicate-rate\n[…]\nbudget floor (robust to 200 old-session completions); without it, 1.00 at\nevery budget. Answers the operational-continuity property raised in\nclaude-code#34556. Pure-recall proxy, 6 seeds, cloud-free.",
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"headline": "v0.1.8: add OPERATIONAL-CONTINUITY metric (idempotent resume)",
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"body": "…ESSION-FP metric)\n\nThe numeric value-update detector over-fired on enumerated facts and silently\nsuperseded coexisting records (6-item store -> 1/6 active). Fixed by positional\nnumber comparison (exactly one number-slot changes for a real update). Added\nramr_supersession_fp.py (the dual of FORGET-PRECISION: 0.00 false-positive,\n6/6 survive) + verified-numbers row. FORGET-PRECISION re-measured 1.00/1.00,\nregression-gated.",
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"headline": "README: metrics table 6->7 (add COMPRESSION-vs-RAW row, consistency)",
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"body": "…gain (honest negative)\n\nTested the 'compression beats oracle' claim. qwen3-coder:30b: compiled summary\ndoes NOT beat raw context at any noise level (lift +0.00/-0.40/-0.55 at\nK=5/20/50). Raw stays 0.95 even at 50 distractors; compaction loses the fact.\nHonest negative; external claim didn't replicate. Metric + result persisted.",
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"headline": "RAMR v0.1.6: COMPRESSION-vs-RAW metric — compaction is a cost, not a …",
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"headline": "README: update Limitations to OUTCOME-RANKED n=12 / FACT-RETENTION n=…",
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"body": "… claim is not small-n noise)\n\nLift +0.358/+0.361/+0.469/+0.427 at D=1/2/4/8, all bootstrap CIs exclude 0\n(min lower bound +0.299); random-credit control negative. Reused cached\nembeddings (no re-embed). VERIFIED_NUMBERS + README updated to n=12.",
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"headline": "mnemo: sync remember_dedup() opt-in NO-OP write (default append-only …",
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"body": "…ll traceability)\n\nEvery public metric now has a persisted, recomputable source: FORGET-PRECISION\n(1.00/0.97), ABSTENTION (floor 0.6 -> 1.00/1.00), CROSS-SCOPE-LEAKAGE (scoped 0.00\nvs 0.82), SIGNAL-RELIABILITY break-even (lift crosses 0 at 1/(1+D)). Closes the\n'every number traceable' rigor bar for v0.1.2-0.1.4.",
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"headline": "RAMR: persist new-metric result JSONs + add VERIFIED_NUMBERS rows (fu…",
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"body": "… vendored mnemo\n\nShared store, 2 tenants, same schema: leaks A->B 79% without a scope; recall(scope='B')\n-> 0% leakage, 100% in-scope recall. Default scope=None unchanged.",
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"headline": "RAMR v0.1.4: cross-scope leakage metric + recall(scope=) isolation in…",
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"body": "…ored mnemo\n\nrecall(min_relevance) lets the engine return [] instead of confabulating a weak\nmatch; metric shows clean abstention (floor 0.6 -> 100% abstain on out-of-store,\n100% in-store recall) vs 0% abstention at floor 0.",
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"headline": "RAMR v0.1.3: abstention/false-recall metric + relevance-floor in vend…",
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"body": "…erization\n\nramr_breakeven.py sweeps credit reliability p x ambiguity D; recall-lift crosses\nzero at the predicted no-signal floor 1/(1+D), validating the signal-reliability\nlaw on the engine. Characterizes mnemo cal_mode (full/boost/gated) -- default\nstays 'full' (gain and backfire are the same suppression mechanism).",
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"body": "…rsity stores\n\nRequire >=3 shared common words (not just >=12% coverage of a tiny common vocab)\nbefore flagging a memory a hub; otherwise templated stores got 100% hub-flagged\n-> 0% recall. Genuine universal-matcher hubs still caught.",
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"score": 10,
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
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{
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"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
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"reason": "no dependencies found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
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"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"reason": "No tokens found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
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"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "b18db2400bcd341723e0f0fa06f2aad637759622",
"ran_at": "2026-07-29T06:29:44Z",
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"has_dependabot_config": false
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"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-24T23:44:30Z",
"oldest_open_prs": [],
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"ci_last_conclusion": null,
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/DanceNitra/ramr",
"host": "github.com",
"name": "ramr",
"owner": "DanceNitra"
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"metrics": {
"overall": {
"key": "overall",
"band": "at_risk",
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"note": null,
"notes": [],
"value": 34,
"inputs": {
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"vitality": 66,
"community": 24,
"governance": 20,
"engineering": 31
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"components": []
},
"categories": [
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"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 66,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"commits_last_year": 41,
"human_commit_share": 1,
"days_since_last_push": 4,
"active_weeks_last_year": 5
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
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{
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"points": 3.5,
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"weeks": 5
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}
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{
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"key": "openssf_scorecard_maintained",
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"points": 0,
"status": "missed",
"details": [],
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"notes": [
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"code": "excluded_no_data",
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{
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{
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"points": 0,
"status": "excluded",
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"state": "unverified",
"guards": [],
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{
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"weight": 0.18,
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"stars": 0,
"watchers": 0,
"growth_state": "unverified",
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"components": [
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"key": "stars",
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"points": 0,
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{
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"code": "forks",
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"count": 0
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}
],
"max_points": 25
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{
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"points": 0,
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],
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]
},
{
"key": "community_health",
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"note": null,
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"value": 50,
"inputs": {
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"has_license": true,
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"components": [
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"key": "readme",
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"points": 22.5,
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{
"key": "license",
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"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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}
],
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},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"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": [],
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{
"key": "pr_template",
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"points": 0,
"status": "missed",
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"max_points": 6.3
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]
}
],
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},
{
"key": "governance",
"band": "critical",
"name": "Sustainability & Governance",
"value": 20,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
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"note": null,
"notes": [],
"value": 10,
"inputs": {
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"contributors_sampled": 1,
"top_contributor_share": 1
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"components": [
{
"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",
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"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
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"detail": "1 contributors",
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"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 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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}
],
"value": 1,
"inputs": {
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"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
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"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
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"key": "openssf_scorecard_code_review",
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]
},
{
"key": "stewardship",
"band": "moderate",
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"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 50,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "DanceNitra",
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"components": [
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"status": "partial",
"details": [
{
"code": "owner_personal",
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],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
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{
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"code": "owner_followers",
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}
],
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{
"key": "track_record",
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"points": 24,
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"details": [
{
"code": "public_repos",
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},
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],
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{
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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},
{
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],
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"inputs": {
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"components": [
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"points": 0,
"status": "missed",
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},
{
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"name": "Tests present",
"detail": null,
"points": 0,
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},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
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{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 0,
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{
"key": "editorconfig",
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"detail": null,
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{
"key": "openssf_scorecard_ci_tests",
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"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
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}
],
"max_points": 20
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]
},
{
"key": "documentation",
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"inputs": {
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{
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{
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"dangerous_workflow",
"packaging",
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"token_permissions"
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}
},
{
"code": "weights_renormalized",
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],
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"inputs": {
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"checks_evaluated": 12,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 6,
"scorecard_aggregate": 2.6
},
"components": [
{
"key": "binary_artifacts",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "dependency_update_tool",
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"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",
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"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 not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "sast",
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"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",
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"detail": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
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"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "critical",
"name": "AI Readiness",
"value": 29,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
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"note": null,
"notes": [],
"value": 40,
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"legible_history_share": 0.902,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
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"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
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"detail": "37 of 41 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 37,
"sampled": 41
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}
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"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
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"inputs": {
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"has_tests": false,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.317,
"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": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
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"points": 10,
"status": "met",
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{
"code": "agent_authored_commits",
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"sampled": 41
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}
],
"max_points": 10
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{
"key": "automated_maintenance",
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"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
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{
"key": "openssf_scorecard_pinned_dependencies",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
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},
{
"key": "ai_code_legibility",
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"note": null,
"notes": [],
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"largest_source_bytes": 385518,
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"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
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"points": 0,
"status": "missed",
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{
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"language": "Python"
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],
"max_points": 45
},
{
"key": "manageable_file_sizes",
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"points": 53.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"sampled": 33,
"oversized": 1
}
}
],
"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": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-29T06:29:49.065660Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/DanceNitra/ramr.svg",
"full_name": "DanceNitra/ramr",
"license_state": "standard",
"license_spdx": "MIT"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.