公开记录
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-15 04:13 UTC

langchain-ai / deepagents

The batteries-included agent harness.

PythonMIT★ 26,253 星标⑂ 3,672 复刻始于 2025年7月在 GitHub 上查看 ↗

langchain-ai/deepagents 的健康指数为 100 分中的 78 分,处于「良好」区间。 其得分最高的类别是Community & Adoption(95/100),最低的是Security(58/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

78
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

78
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

LangChain组织
20,875 关注者251 个公开仓库始于 2023年3月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

94优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
33.2/36提交节奏 — 52 周中有 48 周有提交
18/18提交量 — 最近一年 2,765 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year2,765
human_commit_share
days_since_last_push0
active_weeks_last_year48

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 0.8 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagdeepagents-code==0.1.39
releases_from_tags
days_since_latest_release0
mean_days_between_releases0.8

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

95优秀 · 占总体的 18%
评分方式
60/60星标 — 26,253 个星标
25/25复刻 — 3,672 个复刻
11.6/15关注者 — 124 位关注者
所用输入
forks3,672
stars26,253
watchers124
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

62中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
11.2/22.5提交分布 — 头号贡献者编写了 50% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 8 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled100
top_contributor_share0.5
评分方式
40.6/46.8议题解决 — 87% 的议题已关闭
29.5/38.3PR 接受 — 已裁定的 PR 中 2,831/3,669 已合并
1.5/15OpenSSF Scorecard:Code-Review — Found 4/27 approved changesets -- score normalized to 1
所用输入
merged_prs2,831
open_issues127
closed_issues844
issue_closed_ratio0.869
closed_unmerged_prs838
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — langchain-ai 有 20,875 位关注者
19.7/25既往记录 — 251 个公开仓库,账户约 3 年
所用输入
followers20,875
owner_typeOrganization
is_verified
owner_loginlangchain-ai
public_repos251
account_age_days1,231

工程质量

基础的工程与文档实践是否到位?

82良好 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 42 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

65中等
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://docs.langchain.com/deepagents
10/10仓库描述
10/10主题标签 — 6 个主题标签
0/10Wiki
所用输入
topicsai, deepagents, langchain, langgraph, python, typescript
has_wiki
homepagehttps://docs.langchain.com/deepagents
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

58中等 · 占总体的 16%

安全态势

58中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 4/27 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0.8/7.5Vulnerabilities — 9 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.8

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

79良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, examples/content-builder-agent/AGENTS.md, examples/deploy-coding-agent/AGENTS.md, examples/deploy-content-writer/AGENTS.md, examples/deploy-content-writer/user/AGENTS.md, examples/deploy-gtm-agent/AGENTS.md, examples/deploy-gtm-agent/subagents/market-researcher/AGENTS.md, examples/deploy-mcp-docs-agent/AGENTS.md, examples/nvidia_deep_agent/src/AGENTS.md, examples/talon/AGENTS.md, examples/text-to-sql-agent/AGENTS.md, libs/cli/examples/deploy-content-writer/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/bare/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_tools/AGENTS.md, libs/code/AGENTS.md, libs/evals/AGENTS.md
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_filesAGENTS.md, examples/content-builder-agent/AGENTS.md, examples/deploy-coding-agent/AGENTS.md, examples/deploy-content-writer/AGENTS.md, examples/deploy-content-writer/user/AGENTS.md, examples/deploy-gtm-agent/AGENTS.md, examples/deploy-gtm-agent/subagents/market-researcher/AGENTS.md, examples/deploy-mcp-docs-agent/AGENTS.md, examples/nvidia_deep_agent/src/AGENTS.md, examples/talon/AGENTS.md, examples/text-to-sql-agent/AGENTS.md, libs/cli/examples/deploy-content-writer/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/bare/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/subagent_with_local_skills/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_skills/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_subagents/subagents/researcher/AGENTS.md, libs/cli/tests/unit_tests/deploy/fixtures/projects/with_tools/AGENTS.md, libs/code/AGENTS.md, libs/evals/AGENTS.md
agent_instruction_max_bytes22,477
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — libs/Makefile, libs/acp/Makefile, libs/cli/Makefile, libs/code/Makefile, libs/deepagents/Makefile, libs/evals/Makefile, libs/partners/daytona/Makefile, libs/partners/modal/Makefile, libs/partners/quickjs/Makefile, libs/partners/runloop/Makefile, libs/partners/vercel/Makefile, libs/talon/Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — libs/cli/deepagents_cli/py.typed, libs/code/deepagents_code/py.typed, libs/deepagents/deepagents/py.typed, libs/partners/quickjs/langchain_quickjs/py.typed, libs/talon/deepagents_talon/py.typed
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
5/8自动化维护 — 已配置依赖自动化,但在抽样提交中未观察到
4/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
所用输入
has_nix
has_tests
lockfilespackage-lock.json, uv.lock
has_dockerfile
typed_language
bootstrap_fileslibs/Makefile, libs/acp/Makefile, libs/cli/Makefile, libs/code/Makefile, libs/deepagents/Makefile, libs/evals/Makefile, libs/partners/daytona/Makefile, libs/partners/modal/Makefile, libs/partners/quickjs/Makefile, libs/partners/runloop/Makefile, libs/partners/vercel/Makefile, libs/talon/Makefile
has_devcontainer
has_linter_config
typecheck_configslibs/cli/deepagents_cli/py.typed, libs/code/deepagents_code/py.typed, libs/deepagents/deepagents/py.typed, libs/partners/quickjs/langchain_quickjs/py.typed, libs/talon/deepagents_talon/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
已排除计分(无数据或不适用):已体现的代理实践。 其余权重已重新归一化。
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(libs/cli/deepagents_cli/py.typed, libs/code/deepagents_code/py.typed, libs/deepagents/deepagents/py.typed, libs/partners/quickjs/langchain_quickjs/py.typed, libs/talon/deepagents_talon/py.typed)
50.8/55可控的文件大小 — 采样的 787 个源文件中有 60 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes1,059,809
source_files_sampled787
oversized_source_files60
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

关键数据

26,253GitHub 星标
100贡献者
2,765最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数(bus factor)
127开放议题
软件包生态系统数

更多细节

OpenSSF Scorecard 5.8 / 10
5.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-15 04:12 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 4/27 approved changesets -- score normalized to 1
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
9SASTSAST tool is not run on all commits -- score normalized to 9
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
1Vulnerabilities9 existing vulnerabilities detected
全部依赖 875

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 875 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
npm@babel/code-frame7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@isaacs/cliui8.0.2间接
npm@pkgjs/parseargs0.11.0间接
npm@puppeteer/browsers2.13.0间接
npm@tootallnate/quickjs-emscripten0.23.0间接
npm@types/node25.9.1间接
npm@types/yauzl2.10.3间接
npmabort-controller3.0.0间接
npmagent-base7.1.4间接
npmansi-regex6.2.2间接
npmansi-regex5.0.1间接
npmansi-styles6.2.3间接
npmansi-styles4.3.0间接
npmarchiver7.0.1间接
npmarchiver-utils5.0.2间接
npmargparse2.0.1间接
npmast-types0.13.4间接
npmasync3.2.6间接
npmasync0.2.10间接
npmb4a1.8.1间接
npmbalanced-match1.0.2间接
npmbare-events2.9.1间接
npmbare-fs4.7.2间接
npmbare-os3.9.1间接
npmbare-path3.0.1间接
npmbare-stream2.13.1间接
npmbare-url2.4.3间接
npmbase64-js1.5.1间接
npmbasic-ftp5.3.1间接
npmbluebird3.7.2间接
npmbrace-expansion2.1.1间接
npmbuffer6.0.3间接
npmbuffer-crc320.2.13间接
npmbuffer-crc321.0.0间接
npmcallsites3.1.0间接
npmchromium-bidi14.0.0间接
npmcliui8.0.1间接
npmcolor-convert2.0.1间接
npmcolor-name1.1.4间接
npmcompress-commons6.0.2间接
npmcore-util-is1.0.3间接
npmcosmiconfig9.0.1间接
npmcrc-321.2.2间接
npmcrc32-stream6.0.0间接
npmcross-spawn7.0.6间接
npmdata-uri-to-buffer6.0.2间接
npmdebug4.4.3间接
npmdegenerator5.0.1间接
npmdevtools-protocol0.0.1581282间接
npmduplexer20.1.4间接
npmeastasianwidth0.2.0间接
npmemoji-regex9.2.2间接
npmemoji-regex8.0.0间接
npmend-of-stream1.4.5间接
npmenv-paths2.2.1间接
npmerror-ex1.3.4间接
npmescalade3.2.0间接
npmescodegen2.1.0间接
npmesprima4.0.1间接
npmestraverse5.3.0间接
npmesutils2.0.3间接
npmevent-target-shim5.0.1间接
npmevents3.3.0间接
npmevents-universal1.0.1间接
npmextract-zip2.0.1间接
npmfast-fifo1.3.2间接
npmfd-slicer1.1.0间接
npmfluent-ffmpeg2.1.3间接
npmforeground-child3.3.1间接
npmfs-extra11.3.4间接
npmget-caller-file2.0.5间接
npmget-stream5.2.0间接
npmget-uri6.0.5间接
npmglob10.5.0间接
npmgraceful-fs4.2.11间接
npmhttp-proxy-agent7.0.2间接
npmhttps-proxy-agent7.0.6间接
npmieee7541.2.1间接
npmimport-fresh3.3.1间接
npminherits2.0.4间接
npmip-address10.2.0间接
npmis-arrayish0.2.1间接
npmis-fullwidth-code-point3.0.0间接
npmis-stream2.0.1间接
npmisarray1.0.0间接
npmisexe2.0.0间接
npmjackspeak3.4.3间接
npmjs-tokens4.0.0间接
npmjs-yaml4.2.0间接
npmjson-parse-even-better-errors2.3.1间接
npmjsonfile6.2.1间接
npmlazystream1.0.1间接
npmlines-and-columns1.2.4间接
npmlodash4.18.1间接
npmlru-cache7.18.3间接
npmlru-cache10.4.3间接
npmmime3.0.0间接
npmminimatch9.0.9间接
npmminimatch5.1.9间接
npmminipass7.1.3间接
npmmitt3.0.1间接
npmms2.1.3间接
npmnetmask2.1.1间接
npmnode-fetch2.7.0间接
npmnode-int640.4.0间接
npmnode-webpmux3.2.1间接
npmnormalize-path3.0.0间接
npmonce1.4.0间接
npmpac-proxy-agent7.2.0间接
npmpac-resolver7.0.1间接
npmpackage-json-from-dist1.0.1间接
npmparent-module1.0.1间接
npmparse-json5.2.0间接
npmpath-key3.1.1间接
npmpath-scurry1.11.1间接
npmpend1.2.0间接
npmpicocolors1.1.1间接
npmprocess0.11.10间接
npmprocess-nextick-args2.0.1间接
npmprogress2.0.3间接
npmproxy-agent6.5.0间接
npmproxy-from-env1.1.0间接
npmpump3.0.4间接
npmpuppeteer24.38.0间接
npmpuppeteer-core24.38.0间接
npmqrcode-terminal0.12.0间接
npmreadable-stream4.7.0间接
npmreadable-stream2.3.8间接
npmreaddir-glob1.1.3间接
npmrequire-directory2.1.1间接
npmresolve-from4.0.0间接
npmsafe-buffer5.1.2间接
npmsafe-buffer5.2.1间接
npmsemver7.8.1间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmsignal-exit4.1.0间接
npmsmart-buffer4.2.0间接
npmsocks2.8.9间接
npmsocks-proxy-agent8.0.5间接
npmsource-map0.6.1间接
npmstreamx2.26.0间接
npmstring-width4.2.3间接
npmstring-width5.1.2间接
npmstring_decoder1.1.1间接
npmstring_decoder1.3.0间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.2.0间接
npmtar-fs3.1.2间接
npmtar-stream3.2.0间接
npmteex1.0.1间接
npmtext-decoder1.2.7间接
npmtr460.0.3间接
npmtslib2.8.1间接
npmtyped-query-selector2.12.2间接
npmundici-types7.24.6间接
npmuniversalify2.0.1间接
npmunzipper0.12.3间接
npmutil-deprecate1.0.2间接
npmwebdriver-bidi-protocol0.4.1间接
npmwebidl-conversions3.0.1间接
npmwhatsapp-web.js1.34.7间接
npmwhatwg-url5.0.0间接
npmwhich1.3.1间接
npmwhich2.0.2间接
npmwrap-ansi7.0.0间接
npmwrap-ansi8.1.0间接
npmwrappy1.0.2间接
npmws8.21.0间接
npmy18n5.0.8间接
npmyargs17.7.2间接
npmyargs-parser21.1.1间接
npmyauzl2.10.0间接
npmzip-stream6.0.1间接
npmzod3.25.76间接
PyPIagent-client-protocol0.10.1间接
PyPIaiofiles24.1.0间接
PyPIaiohappyeyeballs2.6.1间接
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PyPIaiohttp3.14.1间接
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原始 JSON 报告 机器可读
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                "key": "openssf_scorecard_code_review",
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                "key": "fuzzing",
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                "key": "security_policy",
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                "key": "signed_releases",
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                "key": "vulnerabilities",
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            "key": "high_risk_jurisdiction_exposure",
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              {
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                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
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                  {
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              },
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                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "key": "automated_maintenance",
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              },
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            "inputs": {
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            },
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                "max_points": 40
              },
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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": [],
  "report_type": "repository",
  "generated_at": "2026-07-15T04:13:04.791317Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/langchain-ai/deepagents.svg",
  "full_name": "langchain-ai/deepagents",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.11.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计.