Öffentliches RegisterExzellent
Software-GesundheitsberichtSchema 0.9.0 · Metriken 1.13.0 · 2026-07-13 01:19 UTC
bytedance / deer-flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
bytedance/deer-flow erreicht einen Gesundheitsindex von 86 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Community & Adoption (96/100) ab, am schwächsten bei Security (66/100). Zuletzt heute aktualisiert. 4 Mitwirkende tragen den Großteil der jüngsten Arbeit.
86
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.
86
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
Bytedance Inc.Organisation
18.454 Follower412 öffentliche Reposseit Apr. 2013
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
93
Entwicklungsaktivität
99Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 35.3/36 | Commit-Rhythmus — 51/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 2.196 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 2.196 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
Release-Disziplin
84Gut
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 1 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 17 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 | v2.0.0 |
| releases_from_tags | nein |
| days_since_latest_release | 17 |
| 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?
96
Popularität & Verbreitung
99Exzellent
Wie die Bewertung erfolgt
| 60/60 | Stars — 76.852 Stars |
| 25/25 | Forks — 10.444 Forks |
| 14/15 | Watcher — 325 Watcher |
Verwendete Eingangsdaten
| forks | 10.444 |
| stars | 76.852 |
| watchers | 325 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
92Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | ja |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
79
Wie die Bewertung erfolgt
| 43.2/54 | Bus-Faktor — 4 Beitragende decken die Hälfte aller Commits ab |
| 16.5/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 27 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 100 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0,267 |
Wie die Bewertung erfolgt
| 30.6/46.8 | Issue-Lösungsquote — 66 % der Issues geschlossen |
| 27.2/38.3 | PR-Annahme — 1.377/1.938 entschiedene PRs gemergt |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Verwendete Eingangsdaten
| merged_prs | 1.377 |
| open_issues | 579 |
| closed_issues | 1.101 |
| issue_closed_ratio | 0,655 |
| closed_unmerged_prs | 561 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 25/25 | Reichweite des Inhabers — 18.454 Follower von bytedance |
| 25/25 | Kontohistorie — 412 öffentliche Repos, Kontoalter ca. 13 Jahre |
Verwendete Eingangsdaten
| followers | 18.454 |
| owner_type | Organization |
| is_verified | — |
| owner_login | bytedance |
| public_repos | 412 |
| account_age_days | 4.836 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
92
Engineering-Praktiken
94Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 13 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — eslint.config.js, ruff.toml |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
90Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://deerflow.tech |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 18 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | agent, agentic, agentic-framework, agentic-workflow, ai, ai-agents, deep-research, harness, langchain, langgraph, langmanus, llm, multi-agent, nodejs, podcast, python, superagent, typescript |
| has_wiki | nein |
| homepage | https://deerflow.tech |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
66
Sicherheitslage
66Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 15 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 1.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 57 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, 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.
74
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, backend/AGENTS.md, backend/CLAUDE.md, frontend/AGENTS.md, frontend/CLAUDE.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, backend/AGENTS.md, backend/CLAUDE.md, frontend/AGENTS.md, frontend/CLAUDE.md |
| agent_instruction_max_bytes | 123.615 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
AI-Verify-Loop (Build / Test / Typprüfung)
91Exzellent
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Makefile, backend/Makefile, frontend/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — eslint.config.js, ruff.toml |
| 11/11 | Statische Typprüfung — frontend/tsconfig.json |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 3/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | pnpm-lock.yaml, uv.lock |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | Makefile, backend/Makefile, frontend/Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | frontend/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (frontend/tsconfig.json) |
| 54.4/55 | Handhabbare Dateigrößen — 14/1.348 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 285.917 |
| source_files_sampled | 1.348 |
| oversized_source_files | 14 |
Maschinenlesbare AI-Schnittstellen
20Kritisch
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 0/40 | Lauffähige Beispiele |
Verwendete Eingangsdaten
| example_dirs | — |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
76.852GitHub-Sterne
100Mitwirkende
2.196Commits, letzte 12 Monate
0Tage seit letztem Push
1Releases
4Bus-Faktor
579offene Issues
npm, PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Could not fetch pypi package 'deer-flow' from its registry
Weitere Details
OpenSSF Scorecard 6.6 / 10
6.6Gesamtwert
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 |
| k. A. | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 15 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 3 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 3 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 57 existing vulnerabilities detected |
Direkte Abhängigkeiten 91
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | deerflow-harness | — | backend/pyproject.toml |
| PyPI | fastapi | >=0.115.0 | backend/pyproject.toml |
| PyPI | httpx | >=0.28.0 | backend/pyproject.toml |
| PyPI | python-multipart | >=0.0.31 | backend/pyproject.toml |
| PyPI | sse-starlette | >=2.1.0 | backend/pyproject.toml |
| PyPI | uvicorn | >=0.34.0 | backend/pyproject.toml |
| PyPI | lark-oapi | >=1.4.0 | backend/pyproject.toml |
| PyPI | slack-sdk | >=3.33.0 | backend/pyproject.toml |
| PyPI | python-telegram-bot | >=21.0 | backend/pyproject.toml |
| PyPI | langgraph-sdk | >=0.1.51 | backend/pyproject.toml |
| PyPI | markdown-to-mrkdwn | >=0.3.1 | backend/pyproject.toml |
| PyPI | wecom-aibot-python-sdk | >=0.1.6 | backend/pyproject.toml |
| PyPI | dingtalk-stream | >=0.24.3 | backend/pyproject.toml |
| PyPI | bcrypt | >=4.0.0 | backend/pyproject.toml |
| PyPI | pyjwt | >=2.13.0 | backend/pyproject.toml |
| PyPI | email-validator | >=2.0.0 | backend/pyproject.toml |
| PyPI | e2b-code-interpreter | >=2.8.1 | backend/pyproject.toml |
| npm | @codemirror/lang-css | ^6.3.1 | frontend/package.json |
| npm | @codemirror/lang-html | ^6.4.11 | frontend/package.json |
| npm | @codemirror/lang-javascript | ^6.2.4 | frontend/package.json |
| npm | @codemirror/lang-json | ^6.0.2 | frontend/package.json |
| npm | @codemirror/lang-markdown | ^6.5.0 | frontend/package.json |
| npm | @codemirror/lang-python | ^6.2.1 | frontend/package.json |
| npm | @codemirror/language-data | ^6.5.2 | frontend/package.json |
| npm | @langchain/core | ^1.1.15 | frontend/package.json |
| npm | @langchain/langgraph-sdk | ^1.5.3 | frontend/package.json |
| npm | @radix-ui/react-avatar | ^1.1.11 | frontend/package.json |
| npm | @radix-ui/react-collapsible | ^1.1.12 | frontend/package.json |
| npm | @radix-ui/react-dialog | ^1.1.15 | frontend/package.json |
| npm | @radix-ui/react-dropdown-menu | ^2.1.16 | frontend/package.json |
| npm | @radix-ui/react-hover-card | ^1.1.15 | frontend/package.json |
| npm | @radix-ui/react-icons | ^1.3.2 | frontend/package.json |
| npm | @radix-ui/react-progress | ^1.1.8 | frontend/package.json |
| npm | @radix-ui/react-scroll-area | ^1.2.10 | frontend/package.json |
| npm | @radix-ui/react-select | ^2.2.6 | frontend/package.json |
| npm | @radix-ui/react-separator | ^1.1.8 | frontend/package.json |
| npm | @radix-ui/react-slot | ^1.2.4 | frontend/package.json |
| npm | @radix-ui/react-switch | ^1.2.6 | frontend/package.json |
| npm | @radix-ui/react-tabs | ^1.1.13 | frontend/package.json |
| npm | @radix-ui/react-toggle | ^1.1.10 | frontend/package.json |
| npm | @radix-ui/react-toggle-group | ^1.1.11 | frontend/package.json |
| npm | @radix-ui/react-tooltip | ^1.2.8 | frontend/package.json |
| npm | @radix-ui/react-use-controllable-state | ^1.2.2 | frontend/package.json |
| npm | @t3-oss/env-nextjs | ^0.12.0 | frontend/package.json |
| npm | @tanstack/react-query | ^5.90.17 | frontend/package.json |
| npm | @types/hast | ^3.0.4 | frontend/package.json |
| npm | @uiw/codemirror-theme-basic | ^4.25.4 | frontend/package.json |
| npm | @uiw/codemirror-theme-monokai | ^4.25.4 | frontend/package.json |
| npm | @uiw/react-codemirror | ^4.25.4 | frontend/package.json |
| npm | @xyflow/react | ^12.10.0 | frontend/package.json |
| npm | ai | ^6.0.33 | frontend/package.json |
| npm | best-effort-json-parser | ^1.2.1 | frontend/package.json |
| npm | canvas-confetti | ^1.9.4 | frontend/package.json |
| npm | class-variance-authority | ^0.7.1 | frontend/package.json |
| npm | clsx | ^2.1.1 | frontend/package.json |
| npm | cmdk | ^1.1.1 | frontend/package.json |
| npm | codemirror | ^6.0.2 | frontend/package.json |
| npm | date-fns | ^4.1.0 | frontend/package.json |
| npm | defu | 6.1.5 | frontend/package.json |
| npm | dotenv | ^17.2.3 | frontend/package.json |
| npm | embla-carousel-react | ^8.6.0 | frontend/package.json |
| npm | gsap | ^3.13.0 | frontend/package.json |
| npm | h3 | 1.15.6 | frontend/package.json |
| npm | hast | ^1.0.0 | frontend/package.json |
| npm | katex | ^0.16.28 | frontend/package.json |
| npm | lucide-react | ^0.562.0 | frontend/package.json |
| npm | motion | ^12.26.2 | frontend/package.json |
| npm | nanoid | ^5.1.6 | frontend/package.json |
| npm | next | ^16.2.6 | frontend/package.json |
| npm | next-themes | ^0.4.6 | frontend/package.json |
| npm | nextra | ^4.6.1 | frontend/package.json |
| npm | nextra-theme-docs | ^4.6.1 | frontend/package.json |
| npm | nuxt-og-image | ^5.1.13 | frontend/package.json |
| npm | ogl | ^1.0.11 | frontend/package.json |
| npm | react | ^19.0.0 | frontend/package.json |
| npm | react-dom | ^19.0.0 | frontend/package.json |
| npm | react-resizable-panels | ^4.4.1 | frontend/package.json |
| npm | rehype-katex | ^7.0.1 | frontend/package.json |
| npm | rehype-raw | ^7.0.0 | frontend/package.json |
| npm | rehype-slug | ^6.0.0 | frontend/package.json |
| npm | remark-gfm | ^4.0.1 | frontend/package.json |
| npm | remark-math | ^6.0.0 | frontend/package.json |
| npm | shiki | 3.15.0 | frontend/package.json |
| npm | sonner | ^2.0.7 | frontend/package.json |
| npm | streamdown | 1.4.0 | frontend/package.json |
| npm | tailwind-merge | ^3.4.0 | frontend/package.json |
| npm | tokenlens | ^1.3.1 | frontend/package.json |
| npm | unist-util-visit | ^5.0.0 | frontend/package.json |
| npm | use-stick-to-bottom | ^1.1.1 | frontend/package.json |
| npm | uuid | ^14.0.0 | frontend/package.json |
| npm | zod | ^3.24.2 | frontend/package.json |
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"agent",
"agentic",
"agentic-framework",
"agentic-workflow",
"ai",
"ai-agents",
"deep-research",
"harness",
"langchain",
"langgraph",
"langmanus",
"llm",
"multi-agent",
"nodejs",
"podcast",
"python",
"superagent",
"typescript"
],
"is_fork": false,
"size_kb": 44804,
"has_wiki": false,
"homepage": "https://deerflow.tech",
"languages": {
"CSS": 86659,
"MDX": 326610,
"HTML": 190924,
"Mako": 728,
"Shell": 122524,
"Python": 9797875,
"Makefile": 8185,
"Batchfile": 502,
"Dockerfile": 8639,
"JavaScript": 69995,
"TypeScript": 1985631,
"Go Template": 6698
},
"pushed_at": "2026-07-12T16:06:46Z",
"created_at": "2025-05-07T02:50:19Z",
"owner_type": "Organization",
"updated_at": "2026-07-13T01:07:14Z",
"description": "An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Python"
},
"owner": {
"blog": "https://opensource.bytedance.com",
"name": "Bytedance Inc.",
"type": "Organization",
"login": "bytedance",
"company": null,
"location": "Singapore",
"followers": 18454,
"avatar_url": "https://avatars.githubusercontent.com/u/4158466?v=4",
"created_at": "2013-04-15T08:03:53Z",
"is_verified": null,
"public_repos": 412,
"account_age_days": 4836
},
"activity": {
"releases_count": 1,
"commits_last_year": 2196,
"latest_release_at": "2026-06-25T16:23:22Z",
"latest_release_tag": "v2.0.0",
"days_since_last_push": 0,
"active_weeks_last_year": 51,
"days_since_latest_release": 17,
"mean_days_between_releases": null
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
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"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": 4
},
"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": "good",
"name": "AI Readiness",
"value": 74,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".github/copilot-instructions.md",
"AGENTS.md",
"CLAUDE.md",
"backend/AGENTS.md",
"backend/CLAUDE.md",
"frontend/AGENTS.md",
"frontend/CLAUDE.md"
],
"agent_instruction_max_bytes": 123615
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md, backend/AGENTS.md, backend/CLAUDE.md, frontend/AGENTS.md, frontend/CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md, backend/AGENTS.md, backend/CLAUDE.md, frontend/AGENTS.md, frontend/CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 91,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"pnpm-lock.yaml",
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"backend/Makefile",
"frontend/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"frontend/tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, backend/Makefile, frontend/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, backend/Makefile, frontend/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "eslint.config.js, ruff.toml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "eslint.config.js, ruff.toml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "frontend/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "frontend/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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 285917,
"source_files_sampled": 1348,
"oversized_source_files": 14
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (frontend/tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "frontend/tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "14/1348 source files over 60KB",
"points": 54.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1348,
"oversized": 14
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "critical",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"example_dirs": [],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? 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 pypi package 'deer-flow' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-13T01:19:50.496490Z",
"schema_version": "0.9.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bytedance/deer-flow.svg",
"full_name": "bytedance/deer-flow",
"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 v0.9.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.