公开记录
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-08-02 05:39 UTC

WilliamSmithEdward / pyOpenVBA

Pure-Python reader/writer for VBA macros embedded in Excel / PowerPoint / Word files. Zero dependencies, deterministic round-trip, safe on protected and signed projects.

PythonMIT★ 31 星标⑂ 1 复刻始于 2026年5月在 GitHub 上查看 ↗
类型如何判定

WilliamSmithEdward/pyOpenVBA 的健康指数为 100 分中的 59 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(75/100),最低的是Security(33/100)。 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。

59
总分 / 100
中等

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,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。

59
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19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。

加权总体分 56 经校准后在公布的指数量表上为 59(记录校准 2026-08-02)。

所有权

William Smith个人账户
12 关注者52 个公开仓库始于 2022年10月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

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标签
PyPIpyOpenVBA3.2.011,311100 天前docmexcelmacrosms-cfbms-ovbaofficepowerpointpptmvbawordxlamxlsxlsbxlsm

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?

69良好 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
2.8/36提交节奏 — 52 周中有 4 周有提交
16.2/18提交量 — 最近一年 63 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year63
human_commit_share1
days_since_last_push0
active_weeks_last_year4

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 10 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 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_count10
latest_release_tagv3.2.0
releases_from_tags
days_since_latest_release0
mean_days_between_releases8

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?

45薄弱 · 占总体的 17%

流行度与采用

26存在风险
评分方式
24/60星标 — 31 个星标
0/25复刻 — 1 个复刻
1.7/15关注者 — 3 位关注者
所用输入
forks1
stars31
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
54/80月度下载量 — pypi 合计每月 11,311 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagespyOpenVBA
dependents
ecosystemspypi
total_downloads
monthly_downloads11,311
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

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?

56中等 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
42/42议题解决 — 100% 的议题已关闭
30/30PR 接受 — 已裁定的 PR 中 3/3 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review — Found 0/18 approved changesets -- score normalized to 0
所用输入
merged_prs3
open_issues0
closed_issues2
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio1
closed_unmerged_prs0
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
8/25所有者影响力 — WilliamSmithEdward 有 12 位关注者
20.1/25既往记录 — 52 个公开仓库,账户约 3 年
所用输入
followers12
owner_typeUser
is_verified
owner_loginWilliamSmithEdward
public_repos52
account_age_days1,380
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
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 0 天前
20/20版本历史 — 10 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
packagespyOpenVBA
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

75良好 · 占总体的 19%

工程实践

68良好
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 3 out of 3 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

85优秀
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 19 个主题标签
10/10Wiki
所用输入
topicscompound-file, deterministic, excel, file-format, office-automation, openxml, pure-python, python, roundtrip, vba, vba-macros, xlam, xls, xlsb, xlsm, zero-dependencies, macro-extraction, ms-cfb, ms-ovba
has_wiki
homepage
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?

33存在风险 · 占总体的 16%

安全态势

33存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 3 out of 3 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
0/7.5Code-Review — Found 0/18 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not 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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.3

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?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。

34存在风险 · 占总体的 4%
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)
38/40可读的提交历史 — 66 次人类提交中有 47 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.712
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
0/10可复现环境
0/10已体现的代理实践 — 最近 66 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
52.4/55可控的文件大小 — 采样的 86 个源文件中有 4 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes87,064
source_files_sampled86
oversized_source_files4
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — demos
所用输入
example_dirsdemos
has_mcp_signal
api_schema_files

关键数据

31GitHub 星标
1贡献者
63最近 12 个月提交数
0距最近推送天数
10发布版本数
1巴士系数(bus factor)
0开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:pyOpenVBA@3.2.0; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 3.3 / 10
3.3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 · 2026-08-02 05:39 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests3 out of 3 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/18 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 未采集

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

原始 JSON 报告 机器可读
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      "created_at": "2026-05-22T05:32:58Z",
      "owner_type": "User",
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          "kind": "minor",
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          "kind": "major",
          "published_at": "2026-05-25T06:56:26Z"
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          "published_at": "2026-05-24T21:21:37Z"
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          "kind": "patch",
          "published_at": "2026-05-22T19:27:42Z"
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          "kind": "minor",
          "published_at": "2026-05-22T11:51:04Z"
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          "tag": "v1.0.1",
          "kind": "patch",
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          "kind": "major",
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      "recent_commits": [
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          "is_bot": false,
          "headline": "perf: 1.76x byte-identical decompress and lazy module source (issue #5)",
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          "headline": "chore: add the .gitattributes file the previous commit described",
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          "oid": "996ab3a2eec0f6f8315962c2cfbef0575a5ad997",
          "body": "…fixes\n\nUpdate the README architecture block and docs/architecture.md for the\nVBAHostFile consolidation (the layering diagram still showed three\nstandalone facades) and add the access_read / vba_pcode modules the\nREADME listing had omitted.\n\nAdd .gitattributes: text=auto normalization (the index is \n[…]\ns reachable in both vbaProject.bin and nested legacy\nlayouts). AccessReader.pull_modules now scans the database once\ninstead of four times and drops a stale comment about delegating to\nexport_modules.",
          "is_bot": false,
          "headline": "docs and polish: shared-host architecture docs, gitattributes, small …",
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          "oid": "599f081382d6eec1f33d6a6fe49b010b7d6d3022",
          "body": "_encode_lz scanned the entire window at every position: quadratic per\n4096-byte chunk, 0.44 s to compress the 17 KB large-module fixture and\nroughly half a minute for a megabyte of source. A 3-gram position\nindex now replaces the scan: 0.007 s on the fixture, 0.4 s on a 1 MB\ninput.\n\nOutput bytes are\n[…]\nncoder against a naive\nreference implementation across random, repetitive, VBA-like, and\nboundary inputs, alongside the existing Access sample-040 parity test\nand the 25-case differential save matrix.",
          "is_bot": false,
          "headline": "perf(vba): 3-gram position index for the LZ encoder, byte-exact",
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          "oid": "3c9423d45721a358247279c299783ba0a150e9ae",
          "body": "Full 3.1.0 changelog entry covering the class-source normalization\nfix, CFB storage scoping, deterministic saves, the facade\nconsolidation, CLI routing, the live Excel gate, and the hygiene\nbatch. README gains the live-gate instructions in Contributing and\ndrops the wrong project name from the support section.",
          "is_bot": false,
          "headline": "docs: changelog and README for 3.1.0",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
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          "body": "Issue #1 shipped because the strongest live verification was \"opens\nin Excel without a repair prompt\": the broken class module opened\nfine and only failed when the compiler reached New Class1. This gate\ncloses that gap. It builds a workbook whose macro instantiates a\nclass added from VBE-export-form\n[…]\nwatcher that\ndismisses and logs any VBE modal so a compile-error dialog becomes a\ncaptured failure message instead of a deadlock.\n\nOpt-in via RUN_LIVE_EXCEL=1 on Windows; skipped by default and in CI.",
          "is_bot": false,
          "headline": "test: opt-in live Excel compile-and-run gate",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
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          "body": "get_stream_in_storage, write_stream_in_storage, and\nlist_streams_in_storage verified the storage existed and then\nlinear-scanned the entire directory for the first name match. A\nsame-named stream in a different storage could shadow the intended\none (two UserForms both carry o and f streams), and roo\n[…]\n children only, and root\nsiblings (PROJECT, PROJECTwm) are no longer reported as VBA-storage\nchildren. Byte output for well-formed files is unchanged (same\n25-case hash matrix as the facade refactor).",
          "is_bot": false,
          "headline": "fix(cfb): scope storage lookups to the storage's child subtree",
          "author_name": "William Smith",
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          "body": "ExcelFile, WordFile, and PowerPointFile were ~460-line near-copies;\nthe safety-critical save() pipeline and the issue #1 class\nnormalization had to be hand-synchronized across three files (drift\nhad already crept in: ExcelFile carried a dead _zip_bytes attribute\nthe others lacked). All shared behavi\n[…]\nfied byte-identical against the previous implementation: a\n25-case save matrix (noop/edit/add/rename/delete over the xlsm, xlsb,\nxls, docm, and pptm live fixtures) hashes identically before and\nafter.",
          "is_bot": false,
          "headline": "refactor: single VBAHostFile base for the three host facades",
          "author_name": "William Smith",
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          "body": "…exports\n\npull, push, and ls previously hardcoded ExcelFile, so pointing them at\na .docm or .pptm raised UnsupportedFormatError even though the library\nsupports those hosts. All three now resolve the host class from the\nsame extension map disasm uses. The map drops .xltm and .ppam (no\nfacade accepts\n[…]\nclassification\ninstead of everything being written as .bas.\n\nNew tests/test_cli.py covers routing, the unsupported-suffix exit\ncode, a Word pull/edit/push round trip, and Access export\nclassification.",
          "is_bot": false,
          "headline": "fix(cli): route pull/push/ls by host extension; classify access-pull …",
          "author_name": "William Smith",
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          "oid": "82366b1a07c34ba0bccf7c7066743fe7da3e1360",
          "body": "Bump pyproject and __version__ to 3.1.0. __version__ had been stale at\n2.0.0 while PyPI shipped 3.0.x; tests/test_version.py now pins it to\nthe installed package metadata so the two sources cannot drift again.\n\nAdd Python 3.14 to the CI matrix (the classifiers already claimed it;\nthe suite passes locally on 3.14.6). Fix roadmap.md's link to the\nfeature-gate matrix, which pointed outside docs/. Remove the committed\n_pytest.log and Access .laccdb lock files and gitignore both patterns.",
          "is_bot": false,
          "headline": "release prep: version 3.1.0, drift guard, CI 3.14, repo hygiene",
          "author_name": "William Smith",
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          "is_bot": false,
          "headline": "Merge pull request #2 from WilliamSmithEdward/Can't-instantiate-class…",
          "author_name": "William Smith",
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          "body": "VBE-exported .cls files are in file-export form: a leading\nVERSION 1.0 CLASS / BEGIN / END preamble and no Attribute VB_Base\nline. Module streams need the opposite: no VERSION preamble, with\nVB_Base. add_module, set_module, and push_modules wrote supplied\nheaders into the stream verbatim, so class m\n[…]\n-body and standard-module paths are unchanged.\n\n19 new tests (356 pass, pyright strict and ruff clean). The\nreporter's exact fixtures rebuilt with this change compile and\nrun RunFixture in live Excel.",
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          "headline": "fix: normalize class module sources to stream form (issue #1)",
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          "headline": "Add support open source section to README",
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          "headline": "docs: switch downloads badge from shields.io/pypi/dm to pepy.tech (av…",
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          "headline": "docs: update README to clarify Access support as read-only",
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          "headline": "release v3.0.0: read-only AccessReader, strict lint+pyright, dead-cod…",
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          "oid": "d81efe49520e2b6bcf2e1fe54cc3aa0771b1bef9",
          "body": "- Implement `access_re_find_idents.py` to locate VBA identifier strings in Access files.\n- Create `access_re_find_string_intern.py` to hunt for string-literal interning tables.\n- Develop `access_re_find_vba_project.py` to identify the `_VBA_PROJECT` equivalent table.\n- Introduce `access_re_fingerpri\n[…]\nailer cookies.\n- Create `access_re_trailer_dump.py` to dump bytes around the ProcTrailer for specific samples.\n- Add `access_re_walk.py` to walk through LVAL chains and validate row-prefix hypotheses.",
          "is_bot": false,
          "headline": "Add scripts for Access VBA project analysis and row inventory",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T05:18:27Z",
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          "oid": "543df12ecd7e4ad3f7d245884e74bc9426b46941",
          "body": "…unctions\n\n- Introduced `pull_access` and `push_access` functions to handle VBA module extraction and updates for Access databases.\n- Enhanced `AccessFile` class with methods for setting and getting modules, preserving class attributes during replacements.\n- Implemented tests for the new functionali\n[…]\ntion.\n- Added demo scripts to showcase the new features and verify behavior in MS Access.\n- Created diagnostic scripts to investigate potential issues with OVBA blob handling and Access compatibility.",
          "is_bot": false,
          "headline": "Add AccessFile support for multiline source replacement and new API f…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T04:44:14Z",
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          "oid": "81ea5326c6e4a2cb8440fd61b79cd1d31fd6ecf2",
          "body": "…ding modules",
          "is_bot": false,
          "headline": "feat: implement MSysObjects write path for renaming, deleting, and ad…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T03:46:31Z",
          "body_truncated": false,
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          "oid": "94374b32304ca410c4bdc6c17c061560fc6a4507",
          "body": null,
          "is_bot": false,
          "headline": "Refactor code structure for improved readability and maintainability",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T03:36:35Z",
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        },
        {
          "oid": "90fadd5fa79dd75bc64bf37eba0cc40bf685e174",
          "body": "…ptions",
          "is_bot": false,
          "headline": "feat: add source interleaving to disassembly output and enhance CLI o…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T02:41:01Z",
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        },
        {
          "oid": "cf9f657ee223b8fb0c043f49aaa0d81d514294d1",
          "body": "- Implemented access_re_find_cafe.py to search for CAFE magic in LVAL rows.\n- Created access_re_find_idents.py to locate known VBA identifier strings in both UTF-16-LE and ASCII formats.\n- Developed access_re_find_vba_project.py to identify the _VBA_PROJECT equivalent identifier table in Access.\n- A\n[…]\nced access_re_trailer_dump.py to dump bytes around the ProcTrailer for specific samples.\n- Added vba_pcode.py for disassembling VBA7 p-code streams, including opcode definitions and disassembly logic.",
          "is_bot": false,
          "headline": "Add scripts for analyzing VBA p-code in Access databases",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T02:29:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e5c0486ebb545854f6613f6746bdfdcfe48be4ea",
          "body": "This script searches for string-literal interning tables and companion rows\nreferenced by the module-active p-code stream in Access database files. It\niterates through LVAL rows to identify those containing specific literal texts\nin both ASCII and UTF-16-LE encodings. The script also includes a hex dump\nfunction for visualizing the byte content of the found rows.\n\nUsage: Run from the repository root with `python scripts/access_re_find_string_intern.py`.",
          "is_bot": false,
          "headline": "Add script to find string-literal interning in Access databases",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T01:44:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42c4acf70d34b8127f433d93cdce09fc87b33a8b",
          "body": "…de rows\n\nThis new script, `access_re_pcode_diff.py`, allows for the comparison of p-code rows from different Access database samples. It utilizes a deterministic 12-byte active-row discriminator to print aligned byte differences, aiding in opcode reverse-engineering. The script fetches samples from a specified corpus and outputs detailed differences between selected pairs of samples, including their source code representations.",
          "is_bot": false,
          "headline": "feat: add script for side-by-side pairwise diff of module-active p-co…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T01:38:54Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2538c4baea2bf399a6f2fa57efe016ee1d3c2604",
          "body": "- Introduced `access_re_body_diff.py` to compare body-varying samples and identify length deltas and differences.\n- Added `access_re_compare_pcode_headers.py` to compare rU@ rows side-by-side for deterministic discrimination.\n- Created `access_re_dump_68_1.py` to hex-dump candidate p-code rows acros\n[…]\nCreated `access_re_list_pcode_rows.py` to list all rows starting with the 'rU@' p-code magic across selected samples.\n- Generated `scripts_fp_output.txt` to document findings from the corpus analysis.",
          "is_bot": false,
          "headline": "Add scripts for analyzing and fingerprinting VBA p-code across samples",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T01:31:22Z",
          "body_truncated": true,
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        },
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          "oid": "582d38e788afcbf0404b488c2e3ee6c73fbea37b",
          "body": "…ing tests",
          "is_bot": false,
          "headline": "feat: implement MS-OVBA dir-stream catalog parsing and add correspond…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T01:13:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "793cb987e2268582911031c13f7f1d2e8bd9e8fb",
          "body": "…odule discovery",
          "is_bot": false,
          "headline": "feat: enhance LVAL row format decoding and add regression tests for m…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-25T01:03:50Z",
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          "oid": "a4b8312d92b95d4459c9d50ca057061e80c2f842",
          "body": "- Introduced Module2 with sample VBA code for testing.\n- Created a manifest.json to track module details.\n- Added multiple Access database files for testing various scenarios.\n- Implemented comprehensive test suite in test_access.py to validate Access file handling, including reading and writing VBA modules.\n- Tests cover header validation, page reading, source row extraction, and text replacement functionality.",
          "is_bot": false,
          "headline": "Add new tests and modules for VBA Access functionality",
          "author_name": "William Smith",
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          "is_bot": false,
          "headline": "fix: pyright errors (re-export trick, make CLASS_MODULE_CLSID public)",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-24T22:48:10Z",
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          "headline": "v2.0.1: synthesize_class_header, fix PyPI readme links",
          "author_name": "William Smith",
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          "body": "…upport",
          "is_bot": false,
          "headline": "v2.0.0: add WordFile, PowerPointFile, xlsb create_new, class module s…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
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          "is_bot": false,
          "headline": "fix(vba): rename unused 'body' to '_body' to satisfy pyright strict",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-22T19:31:03Z",
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          "oid": "3e3b77215a00da0452d810f3de2a5909defb0f16",
          "body": "set_module() and add_module() now preserve / synthesize the leading\nAttribute VB_* (and VERSION ... CLASS) header so editing ThisWorkbook\nor Sheet1 source no longer strips host-binding metadata, which Excel\nsilently rejected by showing an empty module in the VBE.\n\n- vba.py: split_attribute_header() \n[…]\new TestAttributeHeaderPreservation class (10 tests)\n- scripts/bake_header_fix_live_tests.py: produces 6 live-test workbooks\n- live fixtures: workbook_only_module_test.xlsm, sheet_only_module_test.xlsm",
          "is_bot": false,
          "headline": "Release 1.1.1: preserve attribute headers on document module edits",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
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          "oid": "ba57d588ae070c62af0be72edf558c779c23fd9d",
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          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-22T12:06:27Z",
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          "oid": "43dffb9f88be0d5069a66ccdcfb41e113c7b32d3",
          "body": "…plate\n\n- Add ExcelFile.create_new(path) classmethod that writes a fresh macro-enabled workbook from a baked-in empty template (ThisWorkbook + Sheet1 + empty Module1) and returns an open handle.\n\n- Template stored as zlib+base85 constant in src/pyopenvba/_templates/__init__.py (no binary fixtures in\n[…]\nwave, mandelbrot, plus a ~100 KB multi-chunk stress module exercising the MS-OVBA compressor well past the previous 16 KB empirical ceiling.\n\n- README, docs/architecture.md, docs/changelog.md updated.",
          "is_bot": false,
          "headline": "Release 1.1.0: ExcelFile.create_new() builds new .xlsm from baked tem…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-22T11:49:58Z",
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          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-22T10:36:29Z",
          "body_truncated": false,
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          "headline": "tests: fix pyright strict errors (typed tmp_path, unused loop var)",
          "author_name": "William Smith",
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        {
          "oid": "2027732a5b4ff4958b1afe60da2ff53f24f630d3",
          "body": "…n tag push",
          "is_bot": false,
          "headline": "ci: auto-create GitHub Release with changelog notes and dist assets o…",
          "author_name": "William Smith",
          "author_login": "WilliamSmithEdward",
          "committed_at": "2026-05-22T09:39:53Z",
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          "oid": "090737fe1df66f487890214a930f86b05ad1cae4",
          "body": "- compress(): always emit token-compressed (flag=1) chunks for module\n  source, matching Office's empirical behaviour. Raw chunks (flag=0)\n  remained spec-legal but caused Excel's VBE to reject any multi-chunk\n  module with 'An error occurred while loading <Module>'. Raw chunks\n  remain a fallback o\n[…]\nve_excel_testing/large_vba_module.xlsm as an empirical\n  reference for multi-chunk Excel-authored modules.\n- Add regression tests covering both fixes (test_vba, test_gates).\n- docs/changelog.md added.",
          "is_bot": false,
          "headline": "Release 1.0.1: fix MS-OVBA raw-chunk and PROJECT duplicate-entry bugs",
          "author_name": "William Smith",
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/18 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 34,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.712,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "47 of 66 human commits state their intent (structured subject or explanatory body)",
                "points": 38,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 47,
                      "sampled": 66
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 22,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 66",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 66
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 87064,
              "source_files_sampled": 86,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/86 source files over 60KB",
                "points": 52.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 86,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "demos"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "demos",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:pyOpenVBA@3.2.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T05:39:46.156115Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/WilliamSmithEdward/pyOpenVBA.svg",
  "full_name": "WilliamSmithEdward/pyOpenVBA",
  "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 v2.5.0、模式 v0.27.0—— 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PyPI.