公开记录优秀
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 01:14 UTC
stanfordnlp / dspy
DSPy: The framework for programming—not prompting—language models
stanfordnlp/dspy 的健康指数为 100 分中的 87 分，处于「优秀」区间。 其得分最高的类别是Vitality（99/100），最低的是AI Readiness（42/100）。 最近一次更新在今天。 近期的大部分工作由 4 位贡献者完成。
87
总分 / 100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。
87
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）
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
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| PyPI | dspy | 3.2.1 | - | 106 | 76 天前 |
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？
99
开发活跃度
99优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 35.3/36 | 提交节奏 — 52 周中有 51 周有提交 |
| 18/18 | 提交量 — 最近一年 490 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 490 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 51 |
发布纪律
100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 54 天前 |
| 27/27 | 发布节奏 — 约每 24.2 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | 3.3.0b1 |
| releases_from_tags | 否 |
| days_since_latest_release | 54 |
| mean_days_between_releases | 24.2 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
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？
85
流行度与采用
98优秀
评分方式
| 60/60 | 星标 — 36,262 个星标 |
| 25/25 | 复刻 — 3,117 个复刻 |
| 12.8/15 | 关注者 — 202 位关注者 |
所用输入
| forks | 3,117 |
| stars | 36,262 |
| watchers | 202 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
82
维护者韧性（巴士系数）
83良好
评分方式
| 43.2/54 | 巴士系数 — 4 位贡献者贡献了半数提交 |
| 16.1/22.5 | 提交分布 — 头号贡献者编写了 28% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 22 contributing companies or organizations |
所用输入
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0.285 |
议题与 PR 响应能力
70良好
评分方式
| 38/46.8 | 议题解决 — 81% 的议题已关闭 |
| 27/38.3 | PR 接受 — 已裁定的 PR 中 1,649/2,337 已合并 |
| 4.5/15 | OpenSSF Scorecard：Code-Review — Found 10/26 approved changesets -- score normalized to 3 |
所用输入
| merged_prs | 1,649 |
| open_issues | 307 |
| closed_issues | 1,331 |
| issue_closed_ratio | 0.813 |
| closed_unmerged_prs | 688 |
所有权与托管责任
79良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 24.7/25 | 所有者影响力 — stanfordnlp 有 2,683 位关注者 |
| 24.7/25 | 既往记录 — 55 个公开仓库，账户约 13 年 |
所用输入
| followers | 2,683 |
| owner_type | Organization |
| is_verified | — |
| owner_login | stanfordnlp |
| public_repos | 55 |
| account_age_days | 4,966 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 76 天前 |
| 20/20 | 版本历史 — 106 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | dspy |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 76 |
工程质量
基础的工程与文档实践是否到位？
92
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 5 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 |
| 20/20 | OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://dspy.ai |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | https://dspy.ai |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
73
安全态势
69中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 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 |
| 2.2/7.5 | Code-Review — Found 10/26 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 22 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 |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 3.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
| 4.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 9 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 147 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.9 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
依赖安全公告
89优秀
评分方式
| 26.6/35 | 直接依赖不含已知公告 — 1 个受影响：diskcache 5.6.3 (moderate) |
| 25/25 | 间接依赖不含已知公告 — 没有间接依赖携带已知公告 |
| 37.2/40 | 没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理；最早一条发布于 159 天前 |
所用输入
| source | osv |
| advisories | 2 |
| affected_packages | 1 |
| assessed_packages | 59 |
| unassessed_packages | 0 |
| affected_by_severity | moderate 1 |
| direct_affected_packages | 1 |
比对的是 pypi:dspy@3.2.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 59 个软件包。 未对可达性进行分析。
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。
42
AI 代理上下文与指引
1危急
评分方式
| 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） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
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
| 0/18 | 一条命令的引导启动 |
| 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 — 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 |
| 7/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | Pipfile.lock, uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
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。
面向模型的代码可读性
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.5/55 | 可控的文件大小 — 采样的 261 个源文件中有 7 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 114,651 |
| source_files_sampled | 261 |
| oversized_source_files | 7 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
36,262GitHub 星标
100贡献者
490最近 12 个月提交数
0距最近推送天数
100发布版本数
4巴士系数（bus factor）
307开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 6.9 / 10
6.9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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 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 |
| 3 | Code-Review | Found 10/26 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 22 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 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 7 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 7 |
| 9 | SAST | SAST tool is not run on all commits -- score normalized to 9 |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 147 existing vulnerabilities detected |
直接依赖 14
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | openai | >=1.66.2 | pyproject.toml |
| PyPI | regex | >=2023.10.3 | pyproject.toml |
| PyPI | orjson | >=3.9.0 | pyproject.toml |
| PyPI | tqdm | >=4.66.1 | pyproject.toml |
| PyPI | requests | >=2.31.0 | pyproject.toml |
| PyPI | pydantic | >=2.0 | pyproject.toml |
| PyPI | litellm | >=1.65.8 | pyproject.toml |
| PyPI | diskcache | >=5.6.0 | pyproject.toml |
| PyPI | json-repair | >=0.54.2 | pyproject.toml |
| PyPI | tenacity | >=8.2.3 | pyproject.toml |
| PyPI | anyio | — | pyproject.toml |
| PyPI | cachetools | >=5.5.0 | pyproject.toml |
| PyPI | cloudpickle | >=3.1.2 | pyproject.toml |
| PyPI | gepa | ==0.1.1 | pyproject.toml |
全部依赖 293
来自 GitHub 依赖图的完整解析依赖集合：26 个直接依赖与 267 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 |
|---|---|---|---|
| PyPI | anyio | 4.13.0 | 直接 |
| PyPI | anyio | 4.9.0 | 直接 |
| PyPI | cachetools | 5.5.2 | 直接 |
| PyPI | cachetools | 7.1.1 | 直接 |
| PyPI | cloudpickle | 3.1.1 | 直接 |
| PyPI | cloudpickle | 3.1.2 | 直接 |
| PyPI | diskcache | 5.6.3 | 直接 |
| PyPI | gepa | 0.1.1 | 直接 |
| PyPI | json-repair | 0.40.0 | 直接 |
| PyPI | json-repair | 0.54.2 | 直接 |
| PyPI | litellm | 1.63.7 | 直接 |
| PyPI | litellm | 1.68.0 | 直接 |
| PyPI | litellm | 1.72.6 | 直接 |
| PyPI | openai | 1.61.0 | 直接 |
| PyPI | openai | 1.75.0 | 直接 |
| PyPI | openai | 1.88.0 | 直接 |
| PyPI | orjson | 3.11.8 | 直接 |
| PyPI | pydantic | 2.10.6 | 直接 |
| PyPI | pydantic | 2.12.4 | 直接 |
| PyPI | regex | 2024.11.6 | 直接 |
| PyPI | regex | 2026.5.9 | 直接 |
| PyPI | requests | 2.33.1 | 直接 |
| PyPI | tenacity | 9.0.0 | 直接 |
| PyPI | tenacity | 9.1.4 | 直接 |
| PyPI | tqdm | 4.67.1 | 直接 |
| PyPI | tqdm | 4.67.3 | 直接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.11.14 | 间接 |
| PyPI | aiohttp | 3.13.2 | 间接 |
| PyPI | aiosignal | 1.3.2 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | alembic | 1.15.1 | 间接 |
| PyPI | alembic | 1.16.2 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anthropic | 0.102.0 | 间接 |
| PyPI | apscheduler | 3.11.0 | 间接 |
| PyPI | argcomplete | 3.6.2 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | asyncer | 0.0.8 | 间接 |
| PyPI | attrs | 25.3.0 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | authlib | 1.6.12 | 间接 |
| PyPI | authlib | 1.7.2 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | backports-asyncio-runner | 1.2.0 | 间接 |
| PyPI | backrefs | 7.0 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | black | 25.1.0 | 间接 |
| PyPI | bleach | 6.3.0 | 间接 |
| PyPI | boto3 | 1.34.34 | 间接 |
| PyPI | botocore | 1.34.162 | 间接 |
| PyPI | build | 1.2.2.post1 | 间接 |
| PyPI | cairocffi | 1.7.1 | 间接 |
| PyPI | cairosvg | 2.9.0 | 间接 |
| PyPI | certifi | 2025.6.15 | 间接 |
| PyPI | certifi | 2026.4.22 | 间接 |
| PyPI | cffi | 1.17.1 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.4.0 | 间接 |
| PyPI | charset-normalizer | 3.4.2 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | click | 8.2.1 | 间接 |
| PyPI | click | 8.3.3 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | colorlog | 6.9.0 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | cryptography | 43.0.3 | 间接 |
| PyPI | cryptography | 45.0.4 | 间接 |
| PyPI | cssselect2 | 0.9.0 | 间接 |
| PyPI | datamodel-code-generator | 0.56.1 | 间接 |
| PyPI | datasets | 3.4.1 | 间接 |
| PyPI | datasets | 3.6.0 | 间接 |
| PyPI | debugpy | 1.8.20 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dill | 0.3.8 | 间接 |
| PyPI | distlib | 0.3.9 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | dnspython | 2.7.0 | 间接 |
| PyPI | docstring-parser | 0.17.0 | 间接 |
| PyPI | dspy | — | 间接 |
| PyPI | dspy | 3.2.1 | 间接 |
| PyPI | email-validator | 2.2.0 | 间接 |
| PyPI | exceptiongroup | 1.3.0 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastapi | 0.115.13 | 间接 |
| PyPI | fastapi-sso | 0.16.0 | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | filelock | 3.18.0 | 间接 |
| PyPI | frozenlist | 1.5.0 | 间接 |
| PyPI | frozenlist | 1.7.0 | 间接 |
| PyPI | fsspec | 2024.12.0 | 间接 |
| PyPI | fsspec | 2025.3.0 | 间接 |
| PyPI | genson | 1.3.0 | 间接 |
| PyPI | ghp-import | 2.1.0 | 间接 |
| PyPI | greenlet | 3.1.1 | 间接 |
| PyPI | greenlet | 3.2.3 | 间接 |
| PyPI | griffe | 1.6.2 | 间接 |
| PyPI | griffelib | 2.0.2 | 间接 |
| PyPI | grpcio | 1.73.0 | 间接 |
| PyPI | gunicorn | 23.0.0 | 间接 |
| PyPI | h11 | 0.14.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | hf-xet | 1.1.4 | 间接 |
| PyPI | httpcore | 1.0.7 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.27.0 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx-sse | 0.4.0 | 间接 |
| PyPI | huggingface-hub | 0.29.3 | 间接 |
| PyPI | huggingface-hub | 0.33.0 | 间接 |
| PyPI | identify | 2.6.12 | 间接 |
| PyPI | idna | 3.10 | 间接 |
| PyPI | idna | 3.13 | 间接 |
| PyPI | importlib-metadata | 8.6.1 | 间接 |
| PyPI | importlib-metadata | 8.7.0 | 间接 |
| PyPI | inflect | 7.5.0 | 间接 |
| PyPI | iniconfig | 2.1.0 | 间接 |
| PyPI | ipykernel | 7.2.0 | 间接 |
| PyPI | ipython | 9.13.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | isort | 6.0.1 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jiter | 0.10.0 | 间接 |
| PyPI | jiter | 0.9.0 | 间接 |
| PyPI | jmespath | 1.0.1 | 间接 |
| PyPI | joblib | 1.4.2 | 间接 |
| PyPI | joserfc | 1.6.5 | 间接 |
| PyPI | jsonpatch | 1.33 | 间接 |
| PyPI | jsonpointer | 3.0.0 | 间接 |
| PyPI | jsonschema | 4.23.0 | 间接 |
| PyPI | jsonschema | 4.24.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.4.1 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | 8.8.0 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | jupytext | 1.19.1 | 间接 |
| PyPI | langchain-core | 1.0.4 | 间接 |
| PyPI | langsmith | 0.4.42 | 间接 |
| PyPI | litellm-proxy-extras | 0.1.15 | 间接 |
| PyPI | magicattr | 0.1.6 | 间接 |
| PyPI | mako | 1.3.10 | 间接 |
| PyPI | mako | 1.3.9 | 间接 |
| PyPI | markdown | 3.10.2 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.2 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib-inline | 0.2.1 | 间接 |
| PyPI | mcp | 1.5.0 | 间接 |
| PyPI | mcp | 1.9.4 | 间接 |
| PyPI | mdit-py-plugins | 0.5.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | mistune | 3.2.1 | 间接 |
| PyPI | mkdocs | 1.6.1 | 间接 |
| PyPI | mkdocs-autorefs | 1.4.4 | 间接 |
| PyPI | mkdocs-get-deps | 0.2.2 | 间接 |
| PyPI | mkdocs-jupyter | — | 间接 |
| PyPI | mkdocs-jupyter | 0.26.3 | 间接 |
| PyPI | mkdocs-llmstxt | — | 间接 |
| PyPI | mkdocs-material | — | 间接 |
| PyPI | mkdocs-material | 9.7.6 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocs-redirects | — | 间接 |
| PyPI | mkdocs-redirects | 1.2.3 | 间接 |
| PyPI | mkdocstrings | — | 间接 |
| PyPI | mkdocstrings | 1.0.4 | 间接 |
| PyPI | mkdocstrings-python | — | 间接 |
| PyPI | mkdocstrings-python | 2.0.3 | 间接 |
| PyPI | more-itertools | 10.7.0 | 间接 |
| PyPI | multidict | 6.2.0 | 间接 |
| PyPI | multidict | 6.5.0 | 间接 |
| PyPI | multiprocess | 0.70.16 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nbclient | 0.10.4 | 间接 |
| PyPI | nbconvert | 7.17.1 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nodeenv | 1.9.1 | 间接 |
| PyPI | numpy | 2.2.4 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | numpy | 2.3.4 | 间接 |
| PyPI | oauthlib | 3.3.0 | 间接 |
| PyPI | optuna | 4.2.1 | 间接 |
| PyPI | optuna | 4.8.0 | 间接 |
| PyPI | packaging | 24.2 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | pandas | 2.2.3 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.6 | 间接 |
| PyPI | pathspec | 0.12.1 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.0.0 | 间接 |
| PyPI | pillow | 12.2.0 | 间接 |
| PyPI | platformdirs | 4.3.8 | 间接 |
| PyPI | platformdirs | 4.9.6 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pre-commit | 4.6.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | propcache | 0.3.0 | 间接 |
| PyPI | propcache | 0.3.2 | 间接 |
| PyPI | properdocs | 1.6.7 | 间接 |
| PyPI | protobuf | 6.31.1 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | pyarrow | 19.0.1 | 间接 |
| PyPI | pyarrow | 22.0.0 | 间接 |
| PyPI | pycparser | 2.22 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic-core | 2.27.2 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pydantic-settings | 2.9.1 | 间接 |
| PyPI | pygments | 2.19.1 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyjwt | 2.10.1 | 间接 |
| PyPI | pymdown-extensions | 10.21.3 | 间接 |
| PyPI | pynacl | 1.5.0 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pytest | 8.4.2 | 间接 |
| PyPI | pytest-asyncio | 1.3.0 | 间接 |
| PyPI | pytest-mock | 3.14.1 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-dotenv | 1.0.1 | 间接 |
| PyPI | python-dotenv | 1.1.0 | 间接 |
| PyPI | python-multipart | 0.0.18 | 间接 |
| PyPI | python-multipart | 0.0.20 | 间接 |
| PyPI | pytz | 2025.1 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pyyaml | 6.0.2 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | redis | 6.2.0 | 间接 |
| PyPI | referencing | 0.36.2 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | requests-toolbelt | 1.0.0 | 间接 |
| PyPI | rich | 13.9.4 | 间接 |
| PyPI | rpds-py | 0.25.1 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | rq | 2.4.0 | 间接 |
| PyPI | ruff | 0.15.10 | 间接 |
| PyPI | s3transfer | 0.10.4 | 间接 |
| PyPI | setuptools | — | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | soupsieve | 2.8.3 | 间接 |
| PyPI | sqlalchemy | 2.0.39 | 间接 |
| PyPI | sqlalchemy | 2.0.41 | 间接 |
| PyPI | sse-starlette | 2.3.6 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | 0.46.2 | 间接 |
| PyPI | starlette | 0.47.0 | 间接 |
| PyPI | tiktoken | 0.12.0 | 间接 |
| PyPI | tiktoken | 0.9.0 | 间接 |
| PyPI | tinycss2 | 1.4.0 | 间接 |
| PyPI | tokenizers | 0.21.1 | 间接 |
| PyPI | tomli | 2.2.1 | 间接 |
| PyPI | tornado | 6.5.5 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | typeguard | 4.5.1 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2025.2 | 间接 |
| PyPI | tzlocal | 5.3.1 | 间接 |
| PyPI | ujson | 5.10.0 | 间接 |
| PyPI | urllib3 | 2.4.0 | 间接 |
| PyPI | urllib3 | 2.6.3 | 间接 |
| PyPI | uvicorn | 0.29.0 | 间接 |
| PyPI | uvicorn | 0.34.3 | 间接 |
| PyPI | uvloop | 0.21.0 | 间接 |
| PyPI | validators | 0.35.0 | 间接 |
| PyPI | virtualenv | 20.31.2 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | wcwidth | 0.6.0 | 间接 |
| PyPI | weaviate-client | 4.21.0 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websockets | 13.1 | 间接 |
| PyPI | wheel | — | 间接 |
| PyPI | xxhash | 3.5.0 | 间接 |
| PyPI | xxhash | 3.6.0 | 间接 |
| PyPI | yarl | 1.18.3 | 间接 |
| PyPI | yarl | 1.20.1 | 间接 |
| PyPI | zipp | 3.21.0 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
依赖安全公告 1
安装 pypi:dspy@3.2.1 会引入 59 个包（直接与传递）：其中 1 个存在已知公告，1 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| diskcache | 5.6.3 | 直接 | 中 | 2 | — |
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。
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 179693,
"has_wiki": true,
"homepage": "https://dspy.ai",
"languages": {
"Python": 2447405,
"JavaScript": 13574
},
"pushed_at": "2026-07-20T15:18:05Z",
"created_at": "2023-01-09T21:01:51Z",
"owner_type": "Organization",
"updated_at": "2026-07-20T23:13:39Z",
"description": "DSPy: The framework for programming—not prompting—language models",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "nlp.stanford.edu",
"name": "Stanford NLP",
"type": "Organization",
"login": "stanfordnlp",
"company": null,
"location": "Stanford, CA",
"followers": 2683,
"avatar_url": "https://avatars.githubusercontent.com/u/3046006?v=4",
"created_at": "2012-12-14T22:11:35Z",
"is_verified": null,
"public_repos": 55,
"account_age_days": 4966
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 100,
"commits_last_year": 490,
"latest_release_at": "2026-05-28T01:11:39Z",
"latest_release_tag": "3.3.0b1",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 51,
"days_since_latest_release": 54,
"mean_days_between_releases": 24.2
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "dspy",
"exists": true,
"license": null,
"keywords": [
"Development Status :: 3 - Alpha",
"Intended Audience :: Science/Research",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python :: 3"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/dspy/",
"is_deprecated": false,
"latest_version": "3.2.1",
"repository_url": "https://github.com/stanfordnlp/dspy",
"versions_count": 106,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2024-04-14T22:02:23.271271Z",
"latest_published_at": "2026-05-05T19:35:07.471774Z",
"latest_version_yanked": null,
"days_since_latest_publish": 76
}
]
},
"popularity": {
"forks": 3117,
"stars": 36262,
"watchers": 202,
"open_issues_and_prs": 615
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 114651,
"source_files_sampled": 261,
"oversized_source_files": 7,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"docs/Pipfile",
"docs/requirements.txt",
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [
{
"name": "diskcache",
"direct": true,
"version": "5.6.3",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-w8v5-vhqr-4h9v",
"PYSEC-2026-2447"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": 159
}
],
"collected": true,
"truncated": false,
"by_severity": {
"moderate": 1
},
"advisory_count": 2,
"affected_count": 1,
"assessed_count": 59,
"assessed_package": "pypi:dspy@3.2.1",
"unassessed_count": 0,
"direct_affected_count": 1
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "openai",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.66.2"
},
{
"name": "regex",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2023.10.3"
},
{
"name": "orjson",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.9.0"
},
{
"name": "tqdm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.66.1"
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.31.0"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.0"
},
{
"name": "litellm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.65.8"
},
{
"name": "diskcache",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.6.0"
},
{
"name": "json-repair",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.54.2"
},
{
"name": "tenacity",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.2.3"
},
{
"name": "anyio",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "cachetools",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.5.0"
},
{
"name": "cloudpickle",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.1.2"
},
{
"name": "gepa",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==0.1.1"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "anyio",
"direct": true,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": true,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": true,
"version": "5.5.2",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": true,
"version": "7.1.1",
"ecosystem": "pypi"
},
{
"name": "cloudpickle",
"direct": true,
"version": "3.1.1",
"ecosystem": "pypi"
},
{
"name": "cloudpickle",
"direct": true,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "diskcache",
"direct": true,
"version": "5.6.3",
"ecosystem": "pypi"
},
{
"name": "gepa",
"direct": true,
"version": "0.1.1",
"ecosystem": "pypi"
},
{
"name": "json-repair",
"direct": true,
"version": "0.40.0",
"ecosystem": "pypi"
},
{
"name": "json-repair",
"direct": true,
"version": "0.54.2",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": true,
"version": "1.63.7",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": true,
"version": "1.68.0",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": true,
"version": "1.72.6",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": true,
"version": "1.61.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": true,
"version": "1.75.0",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": true,
"version": "1.88.0",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": true,
"version": "3.11.8",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.10.6",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.12.4",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": true,
"version": "2024.11.6",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": true,
"version": "2026.5.9",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": true,
"version": "2.33.1",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": true,
"version": "9.0.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": true,
"version": "9.1.4",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": true,
"version": "4.67.1",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": true,
"version": "4.67.3",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.1",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.11.14",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.13.2",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "alembic",
"direct": false,
"version": "1.15.1",
"ecosystem": "pypi"
},
{
"name": "alembic",
"direct": false,
"version": "1.16.2",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anthropic",
"direct": false,
"version": "0.102.0",
"ecosystem": "pypi"
},
{
"name": "apscheduler",
"direct": false,
"version": "3.11.0",
"ecosystem": "pypi"
},
{
"name": "argcomplete",
"direct": false,
"version": "3.6.2",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "asyncer",
"direct": false,
"version": "0.0.8",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.3.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
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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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"weight": 0.2,
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{
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{
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{
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},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 90,
"inputs": {
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"components": [
{
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{
"key": "documentation_directory",
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{
"key": "documentation_homepage_site",
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{
"key": "wiki",
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"points": 10,
"status": "met",
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],
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{
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{
"key": "dangerous_workflow",
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"status": "met",
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{
"key": "dependency_update_tool",
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{
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"status": "missed",
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{
"key": "license",
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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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"notes": [],
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"inputs": {
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
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"code": "no_malicious_dependencies",
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],
"max_points": 100
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]
},
{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"assessed_self_published_locations": 9
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"components": [
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"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
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"status": "met",
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],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
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"band": "at_risk",
"name": "AI Readiness",
"value": 42,
"weight": 0,
"metrics": [
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"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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},
{
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],
"value": 1,
"inputs": {
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"agent_instruction_files": [],
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"components": [
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"status": "missed",
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{
"key": "machine_readable_docs_llms_txt",
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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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],
"value": 61,
"inputs": {
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},
"components": [
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"name": "One-command bootstrap",
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"points": 0,
"status": "missed",
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