Public recordExcellent
Software health reportschema 0.9.0 · metrics 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 holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Community & Adoption (96/100) and lowest on Security (66/100). It was last updated today. 4 contributors account for most of its recent work.
86
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
86
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Bytedance Inc.Organization
18,454 followers412 public repossince Apr 2013
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
93
Development activity
99Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 35.3/36 | Commit cadence — 51/52 weeks with commits |
| 18/18 | Commit volume — 2,196 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 2,196 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
Release discipline
84Good
How it's scored
| 27/27 | Ships releases — 1 releases published |
| 36/36 | Release recency — latest release 17 days ago |
| 12.6/27 | Release cadence — cadence unknown (single release) |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 1 |
| latest_release_tag | v2.0.0 |
| releases_from_tags | no |
| days_since_latest_release | 17 |
| mean_days_between_releases | — |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
96
Popularity & adoption
99Excellent
How it's scored
| 60/60 | Stars — 76,852 stars |
| 25/25 | Forks — 10,444 forks |
| 14/15 | Watchers — 325 watchers |
Inputs used
| forks | 10,444 |
| stars | 76,852 |
| watchers | 325 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
79
How it's scored
| 43.2/54 | Bus factor — 4 contributor(s) cover half of all commits |
| 16.5/22.5 | Commit distribution — top contributor authored 27% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations |
Inputs used
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0.267 |
How it's scored
| 30.6/46.8 | Issue resolution — 66% of issues closed |
| 27.2/38.3 | PR acceptance — 1,377/1,938 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 1,377 |
| open_issues | 579 |
| closed_issues | 1,101 |
| issue_closed_ratio | 0.655 |
| closed_unmerged_prs | 561 |
Ownership & stewardship
80Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 18,454 followers of bytedance |
| 25/25 | Track record — 412 public repos, account ~13 yr old |
Inputs used
| followers | 18,454 |
| owner_type | Organization |
| is_verified | — |
| owner_login | bytedance |
| public_repos | 412 |
| account_age_days | 4,836 |
Engineering Quality
Are baseline engineering and documentation practices in place?
92
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 13 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — 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 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://deerflow.tech |
| 10/10 | Repository description |
| 10/10 | Topics — 18 topics |
| 0/10 | Wiki |
Inputs used
| 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 | no |
| homepage | https://deerflow.tech |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
66
Security posture
66Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 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 | License — 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 — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 57 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.6 |
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized.
AI Readiness
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.
74
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, backend/AGENTS.md, backend/CLAUDE.md, frontend/AGENTS.md, frontend/CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| 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 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
91Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile, backend/Makefile, frontend/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — eslint.config.js, ruff.toml |
| 11/11 | Static type checking — frontend/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 3/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | pnpm-lock.yaml, uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | Makefile, backend/Makefile, frontend/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | frontend/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (frontend/tsconfig.json) |
| 54.4/55 | Manageable file sizes — 14/1,348 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 285,917 |
| source_files_sampled | 1,348 |
| oversized_source_files | 14 |
Machine-readable interfaces
20Critical
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
76,852GitHub stars
100contributors
2,196commits, last 12 months
0days since last push
1releases
4bus factor
579open issues
npm, PyPIpackage ecosystems
Data collection warnings
- Could not fetch pypi package 'deer-flow' from its registry
More detail
OpenSSF Scorecard 6.6 / 10
6.6aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/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 |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 57 existing vulnerabilities detected |
Direct dependencies 91
| Registry | Package | Version constraint | 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 |
Raw JSON report machine-readable
{
"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,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 10444,
"stars": 76852,
"watchers": 325,
"open_issues_and_prs": 967
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [
"Makefile",
"backend/Makefile",
"frontend/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"frontend/tsconfig.json"
],
"largest_source_bytes": 285917,
"source_files_sampled": 1348,
"oversized_source_files": 14,
"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
},
"dependencies": {
"manifests": [
"backend/pyproject.toml",
"frontend/package.json"
],
"ecosystems": [
"npm",
"pypi"
],
"dependencies": [
{
"name": "deerflow-harness",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "fastapi",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.115.0"
},
{
"name": "httpx",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.28.0"
},
{
"name": "python-multipart",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.0.31"
},
{
"name": "sse-starlette",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.1.0"
},
{
"name": "uvicorn",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.34.0"
},
{
"name": "lark-oapi",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.4.0"
},
{
"name": "slack-sdk",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.33.0"
},
{
"name": "python-telegram-bot",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=21.0"
},
{
"name": "langgraph-sdk",
"manifest": "backend/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.1.51"
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{
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{
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{
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{
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],
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]
},
{
"key": "abandonment",
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"note": null,
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"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
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],
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{
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{
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{
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],
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]
},
{
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"notes": [],
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{
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"status": "met",
"details": [
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{
"code": "license_spdx",
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{
"key": "issue_template",
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{
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{
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{
"key": "openssf_scorecard_contributors",
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]
},
{
"key": "responsiveness",
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"notes": [],
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"components": [
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}
],
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{
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{
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]
},
{
"key": "stewardship",
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{
"key": "verified_domain",
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{
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{
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{
"code": "account_age_years",
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],
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]
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],
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{
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"weight": 0.2,
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"notes": [],
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"points": 24,
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"code": "ci_workflows",
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}
],
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{
"key": "tests_present",
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{
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],
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{
"key": "pre_commit_hooks",
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]
},
{
"key": "documentation",
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"inputs": {
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{
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]
}
],
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"weight": 0.16,
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"value": 66,
"inputs": {
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"scorecard_aggregate": 6.6
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"components": [
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{
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],
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{
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{
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"status": "met",
"details": [],
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
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"status": "met",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
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"detail": "license file detected",
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},
{
"key": "maintained",
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"status": "met",
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"max_points": 7.5
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{
"key": "packaging",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
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"points": 1.5,
"status": "partial",
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},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
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"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"detail": "security policy file detected",
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"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
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"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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],
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{
"key": "token_permissions",
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"status": "missed",
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},
{
"key": "vulnerabilities",
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"status": "missed",
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"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"code": "jurisdiction_evidence_limits",
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],
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"exposures": [],
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"components": [
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],
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]
}
],
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{
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"code": "excluded_no_data",
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],
"value": 75,
"inputs": {
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"status": "met",
"details": [
{
"code": "file_list",
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],
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{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
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"points": 0,
"status": "missed",
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},
{
"key": "legible_commit_history",
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"status": "excluded",
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"code": "no_data",
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],
"max_points": 40
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]
},
{
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"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
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{
"code": "excluded_no_data",
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},
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},
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},
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{
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},
{
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}
]
},
{
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},
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}
],
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},
{
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},
{
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},
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{
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}
]
}
],
"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"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.9.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.