💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
RasaHQ/rasa 的健康指数为 100 分中的 73 分,处于「良好」区间。 其得分最高的类别是Community & Adoption(99/100),最低的是Security(46/100)。 最近一次更新在 11 天前。 近期的大部分工作由 7 位贡献者完成。
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,再依据公开记录的分布进行校准,使各等级具有百分位含义;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 34(存在风险)的上限。
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。
加权总体分 72 经校准后在公布的指数量表上为 86(记录校准 2026-08-02)。
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | rasa | 3.6.21 | - | 360 | 567 天前 | nlpmachine-learningmachine-learning-librarybotbotsbotkitrasa-conversational-agentsconversational-aichatbotchatbot-frameworkbot-framework |
项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?
仅有沉默从不构成判定——一个小而完备的库可能多年无需提交。此提示需同时满足两点:长期没有人类提交,且项目明显未履行应尽的义务。自动化提交不计作维护。
弃置状态如何评估| 28.8/36 | 推送新近度 — 最近一次推送于 11 天前 |
| 1.4/36 | 提交节奏 — 52 周中有 2 周有提交 |
| 5.4/18 | 提交量 — 最近一年 3 次提交 |
| 0/10 | OpenSSF Scorecard:Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| commits_last_year | 3 |
| human_commit_share | 1 |
| days_since_last_push | 11 |
| active_weeks_last_year | 2 |
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 7.2/36 | 发布时效 — 最近一次发布版本于 567 天前 |
| 19.8/27 | 发布节奏 — 约每 49.9 天发布一次 |
| 0/10 | OpenSSF Scorecard:Signed-Releases — 无数据 |
| releases_count | 100 |
| latest_release_tag | 3.6.21 |
| releases_from_tags | 否 |
| days_since_latest_release | 567 |
| mean_days_between_releases | 49.9 |
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?
| 60/60 | 星标 — 21,278 个星标 |
| 25/25 | 复刻 — 4,918 个复刻 |
| 14.1/15 | 关注者 — 350 位关注者 |
| forks | 4,918 |
| stars | 21,278 |
| watchers | 350 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证(Apache-2.0) |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 7.2/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
| has_readme | 是 |
| has_license | 是 |
| readme_badges | 6 |
| has_contributing | 是 |
| has_issue_template | 是 |
| has_code_of_conduct | 是 |
| readme_badge_services | badge.fury.io, github.com, shields.io |
| has_pull_request_template | 是 |
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?
| 51.3/54 | 巴士系数 — 7 位贡献者贡献了半数提交 |
| 19.4/22.5 | 提交分布 — 头号贡献者编写了 14% 的提交 |
| 13.5/13.5 | 贡献者广度 — 98 位贡献者 |
| 10/10 | OpenSSF Scorecard:Contributors — project has 18 contributing companies or organizations |
| bus_factor | 7 |
| contributors_sampled | 98 |
| top_contributor_share | 0.137 |
| 42/42 | 议题解决 — 100% 的议题已关闭 |
| 20.1/30 | PR 接受 — 已裁定的 PR 中 4,255/6,338 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 13.5/15 | OpenSSF Scorecard:Code-Review — Found 16/17 approved changesets -- score normalized to 9 |
| merged_prs | 4,255 |
| open_issues | 8 |
| closed_issues | 6,646 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 0 |
| issue_closed_ratio | 0.999 |
| closed_unmerged_prs | 2,083 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 — 未读取该组织的域名验证状态 |
| 21.8/25 | 所有者影响力 — RasaHQ 有 1,082 位关注者 |
| 25/25 | 既往记录 — 208 个公开仓库,账户约 9 年 |
| followers | 1,082 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RasaHQ |
| public_repos | 208 |
| account_age_days | 3,632 |
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 14/35 | 发布时效 — 最近一次发布于 567 天前 |
| 20/20 | 版本历史 — 360 个已发布版本 |
| 20/20 | 未被弃用 — 活跃,未被弃用或撤回 |
| packages | rasa |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 567 |
基础的工程与文档实践是否到位?
| 24/24 | CI 工作流 — 13 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 2/20 | OpenSSF Scorecard:CI-Tests — 2 out of 17 merged PRs checked by a CI test -- score normalized to 1 |
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://rasa.com/docs/rasa/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 20 个主题标签 |
| 0/10 | Wiki |
| topics | nlp, machine-learning, machine-learning-library, bot, bots, botkit, rasa, wit, nlu, conversational-bots, conversational-agents, conversational-ai, spacy, mitie, chatbot, chatbots, chatbots-framework, bot-framework, natural-language-processing, conversation-driven-development |
| has_wiki | 否 |
| homepage | https://rasa.com/docs/rasa/ |
| docs_site | https://rasa.com/docs/rasa/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 6/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.2/2.5 | CI-Tests — 2 out of 17 merged PRs checked by a CI test -- score normalized to 1 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6.8/7.5 | Code-Review — Found 16/17 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 18 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 | 许可证 — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 5/5 | Packaging — packaging workflow detected |
| 3/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 422 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.2 |
| 3.6/35 | 直接依赖不含已知公告 — 11 个受影响:aiohttp 3.9.5 (critical 9.1), protobuf 4.23.3 (high 7.5), setuptools 70.3.0 (high 8.8),另有 8 个 |
| 5.4/25 | 间接依赖不含已知公告 — 1 个受影响:keras 2.12.0 (critical 9.8) |
| 13.7/40 | 没有长期未处理的公告 — 11 个携带公告的软件包超过 90 天未处理;最早一条发布于 845 天前 |
| source | osv |
| advisories | 110 |
| affected_packages | 12 |
| assessed_packages | 151 |
| unassessed_packages | 0 |
| affected_by_severity | critical 2, high 5, moderate 4, low 1 |
| direct_affected_packages | 11 |
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?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档(llms.txt) |
| 27.7/40 | 可读的提交历史 — 100 次人类提交中有 52 次说明了意图(结构化标题或解释性正文) |
| has_llms_txt | 否 |
| llms_txt_url | — |
| legible_history_share | 0.52 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — devcontainer, Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 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 |
| 6/10 | OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | poetry.lock, yarn.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 是 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 0/45 | 可类型检查的代码 — Python,未配置类型检查 |
| 53.8/55 | 可控的文件大小 — 采样的 618 个源文件中有 14 个超过 60KB |
| primary_language | Python |
| largest_source_bytes | 358,875 |
| source_files_sampled | 618 |
| oversized_source_files | 14 |
| 0/40 | API 模式(OpenAPI/GraphQL/proto) |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, recipes |
| example_dirs | examples, recipes |
| has_mcp_signal | 否 |
| api_schema_files | — |
| interfaces_expected_of | chat-bot, network-service |
每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。
仅显示最近的历史——该仓库超出采集窗口,因此未采集最早的历史记录。
每个点涵盖 4 天。
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)。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 8 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 1 | CI-Tests | 2 out of 17 merged PRs checked by a CI test -- score normalized to 1 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 9 | Code-Review | Found 16/17 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 18 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 |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 10 | Packaging | packaging workflow detected |
| 6 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 6 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 422 existing vulnerabilities detected |
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | boto3 | ^1.26.136 | pyproject.toml |
| PyPI | requests | ^2.23 | pyproject.toml |
| PyPI | matplotlib | >=3.1,<3.6 | pyproject.toml |
| PyPI | attrs | >=19.3,<22.2 | pyproject.toml |
| PyPI | jsonpickle | >=1.3,<3.1 | pyproject.toml |
| PyPI | redis | >=4.5.3, <5.0 | pyproject.toml |
| PyPI | absl-py | >=0.9,<1.5 | pyproject.toml |
| PyPI | apscheduler | >=3.6,<3.10 | pyproject.toml |
| PyPI | tqdm | ^4.31 | pyproject.toml |
| PyPI | networkx | >=2.4,<2.7 | pyproject.toml |
| PyPI | fbmessenger | ~6.0.0 | pyproject.toml |
| PyPI | pykwalify | >=1.7,<1.9 | pyproject.toml |
| PyPI | coloredlogs | >=10,<16 | pyproject.toml |
| PyPI | ruamel.yaml | >=0.16.5,<0.17.22 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | twilio | >=6.26,<8.3 | pyproject.toml |
| PyPI | webexteamssdk | >=1.1.1,<1.7.0 | pyproject.toml |
| PyPI | mattermostwrapper | ~2.2 | pyproject.toml |
| PyPI | rocketchat_API | >=0.6.31,<1.31.0 | pyproject.toml |
| PyPI | colorhash | >=1.0.2,<1.3.0 | pyproject.toml |
| PyPI | jsonschema | >=3.2,<4.18 | pyproject.toml |
| PyPI | packaging | >=20.0,<21.0 | pyproject.toml |
| PyPI | pytz | >=2019.1,<2023.0 | pyproject.toml |
| PyPI | rasa-sdk | ~3.6.2 | pyproject.toml |
| PyPI | colorclass | ~2.2 | pyproject.toml |
| PyPI | terminaltables | ~3.1.0 | pyproject.toml |
| PyPI | sanic | ~21.12 | pyproject.toml |
| PyPI | sanic-cors | ~2.0.0 | pyproject.toml |
| PyPI | sanic-jwt | ^1.6.0 | pyproject.toml |
| PyPI | sanic-routing | ^0.7.2 | pyproject.toml |
| PyPI | websockets | >=10.0,<11.0 | pyproject.toml |
| PyPI | aiohttp | >=3.9.0,<3.10 | pyproject.toml |
| PyPI | questionary | >=1.5.1,<1.11.0 | pyproject.toml |
| PyPI | prompt-toolkit | ^3.0,<3.0.29 | pyproject.toml |
| PyPI | python-socketio | >=4.4,<6 | pyproject.toml |
| PyPI | python-engineio | >=4,<6,!=5.0.0 | pyproject.toml |
| PyPI | pydot | ~1.4 | pyproject.toml |
| PyPI | SQLAlchemy | >=1.4.0,<1.5.0 | pyproject.toml |
| PyPI | sklearn-crfsuite | ~0.3 | pyproject.toml |
| PyPI | psycopg2-binary | >=2.8.2,<2.10.0 | pyproject.toml |
| PyPI | python-dateutil | ~2.8 | pyproject.toml |
| PyPI | protobuf | >=4.23.3,< 4.23.4 | pyproject.toml |
| PyPI | tensorflow_hub | ^0.13.0 | pyproject.toml |
| PyPI | setuptools | ~70.3.0 | pyproject.toml |
| PyPI | ujson | >=1.35,<6.0 | pyproject.toml |
| PyPI | regex | >=2020.6,<2022.11 | pyproject.toml |
| PyPI | sentry-sdk | >=0.17.0,<1.15.0 | pyproject.toml |
| PyPI | aio-pika | >=6.7.1,<8.2.4 | pyproject.toml |
| PyPI | aiogram | <2.26 | pyproject.toml |
| PyPI | typing-extensions | >=4.1.1,<5.0.0 | pyproject.toml |
| PyPI | typing-utils | ^0.1.0 | pyproject.toml |
| PyPI | tarsafe | >=0.0.3,<0.0.5 | pyproject.toml |
| PyPI | google-auth | <3 | pyproject.toml |
| PyPI | CacheControl | ^0.12.9 | pyproject.toml |
| PyPI | randomname | ^0.1.5 | pyproject.toml |
| PyPI | pluggy | ^1.0.0 | pyproject.toml |
| PyPI | slack-sdk | ^3.19.2 | pyproject.toml |
| PyPI | confluent-kafka | >=1.9.2,<3.0.0 | pyproject.toml |
| PyPI | portalocker | ^2.7.0 | pyproject.toml |
| PyPI | structlog | ^23.1.0 | pyproject.toml |
| PyPI | structlog-sentry | ^2.0.2 | pyproject.toml |
| PyPI | dnspython | 2.3.0 | pyproject.toml |
| PyPI | wheel | >=0.38.1 | pyproject.toml |
| PyPI | certifi | >=2023.7.22 | pyproject.toml |
| PyPI | cryptography | >=41.0.7 | pyproject.toml |
| PyPI | skops | 0.9.0 | pyproject.toml |
| PyPI | safetensors | ~0.4.5 | pyproject.toml |
| PyPI | tensorflow-io-gcs-filesystem | — | pyproject.toml |
| PyPI | dask | — | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | scipy | — | pyproject.toml |
| PyPI | scikit-learn | — | pyproject.toml |
| PyPI | spacy | — | pyproject.toml |
| PyPI | pydantic | — | pyproject.toml |
| PyPI | tensorflow | 2.12.0 | pyproject.toml |
| PyPI | tensorflow-intel | 2.12.0 | pyproject.toml |
| PyPI | tensorflow-cpu-aws | 2.12.0 | pyproject.toml |
| PyPI | tensorflow-macos | 2.12.0 | pyproject.toml |
| PyPI | PyJWT | ^2.0.0 | pyproject.toml |
| PyPI | colorama | ^0.4.4 | pyproject.toml |
| PyPI | tensorflow-metal | 0.8.0 | pyproject.toml |
| PyPI | tensorflow-text | 2.12.0 | pyproject.toml |
| PyPI | github3.py | ~3.2.0 | pyproject.toml |
| PyPI | transformers | ~4.36.2 | pyproject.toml |
| PyPI | sentencepiece | ~0.1.99 | pyproject.toml |
| PyPI | jieba | >=0.39, <0.43 | pyproject.toml |
| PyPI | pymongo | >=3.8,<4.4 | pyproject.toml |
本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
安装 pypi:rasa@3.6.21 会引入 151 个包(直接与传递):其中 12 个存在已知公告,11 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| aiohttp | 3.9.5 | 直接 | 严重 | 68 | 3.14.3 |
| keras | 2.12.0 | 间接 | 严重 | 12 | 3.14.0 |
| protobuf | 4.23.3 | 直接 | 高 | 4 | 6.33.5 |
| setuptools | 70.3.0 | 直接 | 高 | 4 | 83.0.0 |
| skops | 0.9.0 | 直接 | 高 | 8 | 0.13.0 |
| tensorflow | 2.12.0 | 直接 | 高 | 2 | 2.12.1 |
| wheel | 0.45.1 | 直接 | 高 | 2 | 0.46.2 |
| dnspython | 2.3.0 | 直接 | 中 | 2 | 2.6.1 |
| pydantic | 1.10.9 | 直接 | 中 | 2 | 2.4.0 |
| pymongo | 4.3.3 | 直接 | 中 | 2 | 4.6.3 |
| sanic-cors | 2.0.1 | 直接 | 中 | 2 | — |
| sentry-sdk | 1.14.0 | 直接 | 低 | 2 | 2.8.0 |
公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。
发现这份报告有不准确之处,或有想法要分享?错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。