公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 03:19 UTC

KnockOutEZ / wigolo

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

TypeScript自定义许可证★ 3,201 星标⑂ 193 复刻始于 2026年4月在 GitHub 上查看 ↗
#mcp#agent#ai#ai-agent#claude#cli#developer-tools#local-first#mcp-server#metasearch#model-context-protocol#nodejs#privacy#rag#search#search-engine#typescript#web-crawler#web-scraping#web-search

KnockOutEZ/wigolo 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Engineering Quality（90/100），最低的是Security（53/100）。 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。

73
总分 / 100
良好

软件健康指数

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

73
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

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

所有权

Towhid Khan个人账户
123 关注者64 个公开仓库始于 2020年8月pgEdge

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
npmwigolo0.2.13,522112 天前mcpmcp-serverweb-searchweb-scrapingai-agentlocal-firstcontent-extractionsearchscrapingcrawlerclaudeagent-tools

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？

84良好 · 占总体的 22%

开发活跃度

74良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
9.7/36提交节奏 — 52 周中有 14 周有提交
18/18提交量 — 最近一年 1,887 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year1,887
human_commit_share1
days_since_last_push0
active_weeks_last_year14

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 11 个发布版本
36/36发布时效 — 最近一次发布版本于 2 天前
27/27发布节奏 — 约每 2 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count11
latest_release_tagv0.2.1
releases_from_tags否
days_since_latest_release2
mean_days_between_releases2
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？

78良好 · 占总体的 18%

流行度与采用

82良好
评分方式
56.9/60星标 — 3,201 个星标
19/25复刻 — 193 个复刻
6/15关注者 — 13 位关注者
所用输入
forks193
stars3,201
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonwindow_too_short

社区健康

86优秀
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件，但不是可识别的许可证
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct是
has_pull_request_template是

生态采用（下载量）

59中等
评分方式
47.3/80月度下载量 — npm 合计每月 3,522 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
packageswigolo
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads3,522
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？

58中等 · 占总体的 24%

维护者韧性（巴士系数）

24危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.1/22.5提交分布 — 头号贡献者编写了 99% 的提交
5.4/13.5贡献者广度 — 4 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 4 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled4
top_contributor_share0.994

议题与 PR 响应能力

63中等
评分方式
26/46.8议题解决 — 56% 的议题已关闭
37.1/38.3PR 接受 — 已裁定的 PR 中 161/166 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/10 approved changesets -- score normalized to 0
所用输入
merged_prs161
open_issues20
closed_issues25
issue_closed_ratio0.556
closed_unmerged_prs5

所有权与托管责任

62中等
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
15.1/25所有者影响力 — KnockOutEZ 有 123 位关注者
24.8/25既往记录 — 64 个公开仓库，账户约 5 年
所用输入
followers123
owner_typeUser
is_verified—
owner_loginKnockOutEZ
public_repos64
account_age_days2,153
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。

软件包维护

100优秀
评分方式
25/25已发布且可解析 — npm 上有 1 个软件包
35/35发布时效 — 最近一次发布于 2 天前
20/20版本历史 — 11 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
packageswigolo
ecosystemsnpm
any_deprecated否
min_days_since_publish2

工程质量

基础的工程与文档实践是否到位？

90优秀 · 占总体的 20%

工程实践

84良好
评分方式
24/24CI 工作流 — 9 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.mjs
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 10 out of 10 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否

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://knockoutez.github.io/wigolo/
10/10仓库描述
10/10主题标签 — 20 个主题标签
10/10Wiki
所用输入
topicsmcp, agent, ai, ai-agent, claude, cli, developer-tools, local-first, mcp-server, metasearch, model-context-protocol, nodejs, privacy, rag, search, search-engine, typescript, web-crawler, web-scraping, web-search
has_wiki是
homepagehttps://knockoutez.github.io/wigolo/
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？

53中等 · 占总体的 16%

安全态势

48存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 10 out of 10 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 0/10 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0.5/5SAST — SAST tool is not run on all commits -- score normalized to 1
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 30 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.8
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

74良好
评分方式
20.2/35直接依赖不含已知公告 — 1 个受影响：ajv 8.17.1 (moderate 5.3)
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
35.3/40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 160 天前
所用输入
sourceosv
advisories38
affected_packages20
assessed_packages1,188
unassessed_packages8
affected_by_severitycritical 1, high 9, moderate 6, low 4
direct_affected_packages1
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 1188 个已解析依赖与 OSV 比对。 有 8 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 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。

84良好 · 占总体的 0%

AI 代理上下文与指引

100优秀
评分方式
45/45代理指令 — site/AGENTS.md
15/15机器可读文档（llms.txt） — 存在 llms.txt
40/40可读的提交历史 — 100 次人类提交中有 97 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt是
legible_history_share0.97
agent_instruction_filessite/AGENTS.md
agent_instruction_max_bytes327

验证循环（构建 / 测试 / 类型检查）

75良好
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.mjs
11/11静态类型检查 — examples/vercel-ai-sdk-tools/tsconfig.json, packages/wigolo-vercel-ai-sdk/tsconfig.json, sdks/python/src/wigolo/py.typed, sdks/typescript/tsconfig.json, site/tsconfig.json, tsconfig.json
10/10可复现环境 — 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
0/8自动化维护 — 未观察到自动依赖更新
3/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json
has_dockerfile是
typed_language是
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configsexamples/vercel-ai-sdk-tools/tsconfig.json, packages/wigolo-vercel-ai-sdk/tsconfig.json, sdks/python/src/wigolo/py.typed, sdks/typescript/tsconfig.json, site/tsconfig.json, tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

100优秀
评分方式
45/45可类型检查的代码 — TypeScript（静态类型）
55/55可控的文件大小 — 采样的 1,228 个源文件中有 1 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes63,295
source_files_sampled1,228
oversized_source_files1

机器可读接口

60中等
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal是
api_schema_files—

关键数据

3,201GitHub 星标
4贡献者
1,887最近 12 个月提交数
0距最近推送天数
11发布版本数
1巴士系数（bus factor）
20开放议题
npm软件包生态系统数

数据采集警告

  • deps.dev does not index npm:wigolo@0.2.1; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 3,201 ★ / 193 ⇿
3,201Star
193Fork
7发布

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。

01,2502,5003,7503,2011936132026-072026-072026-07
主版本 0次版本 1修订 1
OpenSSF Scorecard 4.8 / 10
4.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-07-22 03:19 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests10 out of 10 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 0/10 approved changesets -- score normalized to 0
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 12 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
1SASTSAST tool is not run on all commits -- score normalized to 1
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities30 existing vulnerabilities detected
直接依赖 37
注册表软件包版本约束清单文件
npm@anthropic-ai/sdk^0.91.1package.json
npm@google/genai^1.51.0package.json
npm@huggingface/transformers3.5.0package.json
npm@iarna/toml^2.2.5package.json
npm@inkjs/ui^2.0.0package.json
npm@inquirer/prompts^7.10.1package.json
npm@modelcontextprotocol/sdk^1.29.0package.json
npm@mozilla/readability^0.6.0package.json
npmajv8.17.1package.json
npmbetter-sqlite3~12.9.0package.json
npmchalk^5.6.2package.json
npmcli-progress^3.12.0package.json
npmdefuddle^0.16.0package.json
npmfastembed^2.1.0package.json
npmgpt-tokenizer^3.4.0package.json
npmgroq-sdk^1.1.2package.json
npmink^5.2.1package.json
npmink-big-text^2.0.0package.json
npmink-gradient^3.0.0package.json
npmlinkedom^0.18.12package.json
npmopenai^6.35.0package.json
npmora^9.3.0package.json
npmpdf-parse^2.4.5package.json
npmplaywright1.60.0package.json
npmreact^18.3.1package.json
npmsqlite-vec^0.1.9package.json
npmtinyld^1.3.4package.json
npmturndown^7.2.4package.json
npmhighlight.js^11.11.1site/package.json
npmmotion^12.42.2site/package.json
npmnext16.2.10site/package.json
npmreact19.2.4site/package.json
npmreact-dom19.2.4site/package.json
npmreact-markdown^10.1.0site/package.json
npmrehype-highlight^7.0.2site/package.json
npmrehype-slug^6.0.0site/package.json
npmremark-gfm^4.0.1site/package.json
全部依赖 1,196

来自 GitHub 依赖图的完整解析依赖集合：42 个直接依赖与 1,154 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
npm@anthropic-ai/sdk0.91.1直接
npm@google/genai1.52.0直接
npm@huggingface/transformers3.5.0直接
npm@iarna/toml2.2.5直接
npm@inkjs/ui2.0.0直接
npm@inquirer/prompts7.10.1直接
npm@modelcontextprotocol/sdk1.29.0直接
npm@mozilla/readability0.6.0直接
npmajv6.15.0直接
npmajv8.17.1直接
npmajv8.20.0直接
npmbetter-sqlite312.9.0直接
npmchalk4.1.2直接
npmchalk5.6.2直接
npmcli-progress3.12.0直接
npmdefuddle0.16.0直接
npmfastembed2.1.0直接
npmgpt-tokenizer3.4.0直接
npmgroq-sdk1.2.0直接
npmhighlight.js11.11.1直接
npmink5.2.1直接
npmink-big-text2.0.0直接
npmink-gradient3.0.0直接
npmlinkedom0.18.12直接
npmmotion12.42.2直接
npmnext16.2.10直接
npmopenai6.38.0直接
npmora9.4.0直接
npmpdf-parse2.4.5直接
npmplaywright1.60.0直接
npmreact18.3.1直接
npmreact19.2.4直接
npmreact19.2.5直接
npmreact19.2.7直接
npmreact-dom19.2.4直接
npmreact-markdown10.1.0直接
npmrehype-highlight7.0.2直接
npmrehype-slug6.0.0直接
npmremark-gfm4.0.1直接
npmsqlite-vec0.1.9直接
npmtinyld1.3.4直接
npmturndown7.2.4直接
npm@ai-sdk/provider1.1.3间接
npm@ai-sdk/provider-utils2.2.8间接
npm@ai-sdk/react1.2.12间接
npm@ai-sdk/ui-utils1.2.11间接
npm@alcalzone/ansi-tokenize0.1.3间接
npm@anush008/tokenizers0.0.0间接
npm@anush008/tokenizers-darwin-universal0.0.0间接
npm@anush008/tokenizers-linux-x64-gnu0.0.0间接
npm@anush008/tokenizers-win32-x64-msvc0.0.0间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/runtime7.29.2间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/types7.29.7间接
npm@emnapi/core1.10.0间接
npm@emnapi/core1.11.1间接
npm@emnapi/runtime1.10.0间接
npm@emnapi/runtime1.11.1间接
npm@emnapi/runtime1.11.2间接
npm@emnapi/wasi-threads1.2.1间接
npm@emnapi/wasi-threads1.2.2间接
npm@esbuild/aix-ppc640.27.7间接
npm@esbuild/aix-ppc640.28.0间接
npm@esbuild/aix-ppc640.28.1间接
npm@esbuild/android-arm0.27.7间接
npm@esbuild/android-arm0.28.0间接
npm@esbuild/android-arm0.28.1间接
npm@esbuild/android-arm640.27.7间接
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npmthrottleit2.1.0间接
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npmtinycolor21.6.0间接
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npmtinyexec1.1.2间接
npmtinyexec1.2.4间接
npmtinyglobby0.2.16间接
npmtinyglobby0.2.17间接
npmtinygradient1.1.5间接
npmtinypool1.1.1间接
npmtinyrainbow2.0.0间接
npmtinyrainbow3.1.0间接
npmtinyspy4.0.4间接
npmto-regex-range5.0.1间接
npmtoidentifier1.0.1间接
npmtree-kill1.2.2间接
npmtrim-lines3.0.1间接
npmtrough2.2.0间接
npmts-algebra2.0.0间接
npmts-api-utils2.5.0间接
npmts-interface-checker0.1.13间接
npmtsconfig-paths3.15.0间接
npmtslib2.8.1间接
npmtsup8.5.1间接
npmtsx4.22.3间接
npmtunnel-agent0.6.0间接
npmtype-check0.4.0间接
npmtype-fest0.13.1间接
npmtype-fest4.41.0间接
npmtype-is2.1.0间接
npmtyped-array-buffer1.0.3间接
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npmtyped-array-byte-offset1.0.4间接
npmtyped-array-length1.0.8间接
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npmtypescript-eslint8.62.1间接
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npmunist-util-is6.0.1间接
npmunist-util-position5.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit5.1.0间接
npmunist-util-visit-parents6.0.2间接
npmuniversalify2.0.1间接
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npmunzipper0.12.5间接
npmupdate-browserslist-db1.2.3间接
npmuri-js4.4.1间接
npmuse-sync-external-store1.6.0间接
npmutil-deprecate1.0.2间接
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npmvfile6.0.3间接
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npmvite7.3.2间接
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npmvite8.1.5间接
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npmwhich-typed-array1.1.22间接
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npmwigolo-sdk0.2.0间接
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npmyargs-parser20.2.9间接
npmyocto-queue0.1.0间接
npmyoctocolors2.1.2间接
npmyoctocolors-cjs2.1.3间接
npmyoga-layout3.2.1间接
npmzod3.25.76间接
npmzod4.4.3间接
npmzod-to-json-schema3.25.2间接
npmzod-validation-error4.0.2间接
npmzwitch2.0.4间接
PyPIcrewai—间接
PyPIlangchain-core—间接
PyPIllama-index-core—间接
PyPIpydantic—间接
PyPIpytest—间接
PyPIpytest-asyncio—间接
PyPIpytest-mock—间接
PyPIwigolo—间接
依赖安全公告 20

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 1,188 个包，其中也包含从不交付的开发与测试版本固定：20 个存在已知公告，1 个为直接依赖。 有 8 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
vitest3.2.4间接严重14.1.0
brace-expansion1.1.15间接高15.0.7
fast-uri3.1.2间接高24.1.1
protobufjs7.6.0间接高38.6.6
sharp0.34.5间接高10.35.0
tar6.2.1间接高117.5.19
tar7.5.16间接高47.5.19
vite7.3.2间接高28.0.16
vite8.0.13间接高28.0.16
ws8.20.1间接高18.21.0
ajv8.17.1直接中18.18.0
@ai-sdk/provider-utils2.2.8间接中1—
@hono/node-server1.19.14间接中12.0.5
jsondiffpatch0.6.0间接中10.7.2
postcss8.4.31间接中18.5.10
postcss8.5.9间接中18.5.10
ai4.3.19间接低15.1.0-beta.9
body-parser2.2.2间接低12.3.0
esbuild0.27.7间接低10.28.1
esbuild0.28.0间接低10.28.1

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
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          "author_name": "Towhid Khan",
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          "body": "…okenizer)\n\nThe prior attempt only changed the assertion, but 'wigolo warmup --embeddings' itself exits non-zero on arm64 (uncaught 'Cannot find module @anush008/tokenizers-linux-arm64-gnu'), failing the step before the assertion runs. Skip --embeddings on arm64 entirely; still assert browser + reranker.",
          "is_bot": false,
          "headline": "ci: skip embeddings warmup on linux-arm64 (it throws on the missing t…",
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          "is_bot": false,
          "headline": "Merge pull request #200 from KnockOutEZ/docs/troubleshooting-expand",
          "author_name": "Towhid Khan",
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        },
        {
          "oid": "8e069844af86eb9e542ea231713ac77f1eacfa2e",
          "body": "Trendshift recognition badge (repo is trending), npm monthly-downloads (~2.2k/mo, real adoption) alongside the version badge, and a GitHub Actions CI-status badge. All live/auto-updating, no hardcoded claims.",
          "is_bot": false,
          "headline": "docs(readme): add Trendshift, npm downloads, and CI status badges",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-19T06:53:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dde9b45caa0d871c3643e07d395eb8f9598554f1",
          "body": "…forms\n\nExpand the troubleshooting guide with the failure modes surfaced by cross-platform testing: slow/timed-out browser downloads (+ mirror), corrupt embeddings archive, transient ranking-model fetch, TLS-inspecting-proxy certs, native-build/Node-version issues, low disk. Add a 'what still works \n[…]\natform notes (incl. the linux-arm64 semantic-features limitation and Python-is-optional), and a slow/proxied/offline-networks section. Add a lean README Troubleshooting section linking the full guide.",
          "is_bot": false,
          "headline": "docs(troubleshooting): cover setup/download failure modes across plat…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-19T06:45:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3e406e8aea1ce0c47b89ef1e81347da8f0d75b40",
          "body": "fix: fresh-install reliability across platforms + clean-machine CI gate",
          "is_bot": false,
          "headline": "Merge pull request #196 from KnockOutEZ/fix/fresh-install-reliability",
          "author_name": "Towhid Khan",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-19T06:11:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b922d2c6465f4df873e02f6e21722c57f2ca0c7d",
          "body": "…rm64\n\nMatrix now covers ubuntu/macos/windows across Node 20, 22, and 24 (all have better-sqlite3 prebuilds, so npm ci never source-compiles), catching Node-version and cross-OS regressions before merge. Adds a linux-arm64 job on one Node version, marked continue-on-error while its native embedding tokenizer is validated on real ARM hardware. The Gemini step is gated to ubuntu + Node 20 to keep it one call per run.",
          "is_bot": false,
          "headline": "ci: widen clean-machine-smoke to Node 20/22/24 + non-blocking linux-a…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-19T06:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ba4a868a3e099d8b62dd7d4b5fe171851c40c24",
          "body": "After GEMINI_API_KEY became canonical, doctor's env detection looked only at the canonical var, so a user with GOOGLE_API_KEY set saw 'gemini: no key' even though synthesis uses it. Detect via providerKeyFromEnv (alias-aware). The LLM-section tests now mock the keystore so they depend only on env vars, removing the OS-keychain dependency that made them pass or fail by machine.",
          "is_bot": false,
          "headline": "fix(doctor): recognize the GOOGLE_API_KEY gemini alias in the LLM check",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-19T05:19:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b4d5ffeec968d4bf6aa40cedc6f492f5a15836b",
          "body": "…ebuild)\n\n12.11.1's prebuilt binaries cover only Node 22-26 (ABI v127-v147); Node 20 (v115) was dropped. CI and our minimum both run Node 20, so npm ci fell back to a source build and failed on Windows (no VS toolchain). 12.9.0 ships the full Node 20-25 prebuild matrix including win32-x64. The Node 26 EBADENGINE warning is cosmetic - install still succeeds via source build where a compiler exists, and no single better-sqlite3 version ships both Node 20 and Node 26 prebuilds.",
          "is_bot": false,
          "headline": "fix(deps): revert better-sqlite3 to 12.9.0 (12.11.1 has no Node 20 pr…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-19T05:19:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74f3afbd065617e68a54729ddacbbc3ea2be7813",
          "body": "…ectly\n\nAdd timeout-minutes so a stuck download fails in minutes, not the 6h default. Assert the confirmed top-level 'answer' field (from the provider-key synthesis path) with a diagnostic response dump on failure, instead of guessing across field names.",
          "is_bot": false,
          "headline": "ci: bound clean-machine-smoke runtime and assert the answer field dir…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:24:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d6cc24e3ef212928ec258febce4d21b6fbc2081",
          "body": "A timeout already consumed the full 300s budget; a fresh, non-resuming re-download just times out again and doubles the wait. Retry only non-timeout errors (resets); on timeout, fail fast with the existing mirror hint.",
          "is_bot": false,
          "headline": "fix(warmup): don't retry a timed-out browser download",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:24:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9c7170cdc0dd5a9a3930f3f3b1b44786688ac40",
          "body": "Fresh global install, init, warmup self-tests, and real tool calls (fetch, search, and gated Gemini synthesis) on ubuntu, macos, and windows every PR. Nothing is cached, so the full install to download to load to tool-call path is retested on a genuinely clean box - the gate unit tests cannot be.",
          "is_bot": false,
          "headline": "ci: add clean-machine smoke that exercises every dependency per PR",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:14:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da4df6fc764a6f851cc8e2980908522783a6db56",
          "body": "GEMINI_API_KEY (the name Google AI Studio uses) is now canonical everywhere - code, docs, and help. GOOGLE_API_KEY stays accepted as a silent back-compat alias so existing setups keep working.",
          "is_bot": false,
          "headline": "refactor(llm): make GEMINI_API_KEY the canonical Gemini key",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:14:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2de7d26b8ecab5375c2641a25f87eb11292206a9",
          "body": "12.9.0 capped at Node 25 (EBADENGINE on Node 26). 12.11.1 declares Node 20-26 and ships prebuilds; verified installing, loading, and running on Node 26.",
          "is_bot": false,
          "headline": "fix(deps): bump better-sqlite3 to 12.11.1 for Node 26 support",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:14:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ee6a2c7459fbe9aef1c8b61039ac47d4c7f8803",
          "body": "A network blip during the cross-encoder model download failed warmup outright. Retry transient fetch errors with a linear backoff; deterministic errors still fail fast.",
          "is_bot": false,
          "headline": "fix(reranker): retry transient model-fetch failures",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:14:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3df76a7abc41497de00ae35c564c275cd2a2c035",
          "body": "…er corrupt downloads\n\nfastembed's own mkdir is non-recursive, so a fresh machine without the data dir threw ENOENT on Windows. Pre-create the dir and its parents. Also clear a partial or corrupt model archive (TAR_BAD_ARCHIVE) and re-download once.",
          "is_bot": false,
          "headline": "fix(embeddings): create the fastembed cache dir recursively and recov…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:14:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec770d492b6313ccf4a7dae7f2e38e32ab63b7c1",
          "body": "Under npx the bundled Playwright CLI resolves from an _npx path, so 'playwright install' always prints its npx-global banner; the old handling surfaced that box and dropped stdout, masking the real failure. Now merge both streams, strip the banner, raise the timeout to 300s, retry once, and give a clear message plus mirror hint on timeout.",
          "is_bot": false,
          "headline": "fix(warmup): surface real browser-install errors and harden the download",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:14:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ffb68e158e5259bbf47eebe15707283d14aba9c",
          "body": "…s it\n\nPython powered only the opt-in search-engine sidecar, yet a missing Python was a hard failure that aborted setup on a Python-less machine. Node is now the sole hard requirement; a missing Python is a soft, optional warning. Covers both init paths (system-check + detect-system).",
          "is_bot": false,
          "headline": "fix(init): make Python optional — only the search-engine sidecar need…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T13:13:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50757ee6b15926221026435ed34ec0d09c57d532",
          "body": "…d rename",
          "is_bot": false,
          "headline": "test(fetch): align cache-gate + fetch fixtures to browser fetch_metho…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T12:08:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aa528363a709a2889778fc95361790332be7fbd",
          "body": "# Conflicts:\n#\tsrc/instructions.ts",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into feat/spa-settle-overhaul",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T11:57:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45e8500238cfb1a789620df2ce4b11b063530a90",
          "body": null,
          "is_bot": false,
          "headline": "feat(research): exclude shell-completeness sources from evidence",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T11:42:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77100255efc1339c6bd00cba42a949b02a036527",
          "body": "…tale",
          "is_bot": false,
          "headline": "feat(cache): persist content completeness; shell captures are cache-s…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T11:26:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd041ba2aaf10ca611f77e14fa3064b0ae80b3f2",
          "body": null,
          "is_bot": false,
          "headline": "feat(tools): surface content_completeness in fetch/crawl responses",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T11:11:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "052b310e4db1fccf4bdbc821a714464454c8b606",
          "body": "…kstep guard test",
          "is_bot": false,
          "headline": "fix(fetch): app-root branch honors prose-gated table-row credit + loc…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T10:54:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fba625d77bade9edac9f25df8403f49b9e14ac25",
          "body": "…over-fire)",
          "is_bot": false,
          "headline": "fix(fetch): gate table-row hydration credit on co-present prose (fix …",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T10:45:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c32f050d0feaa56a06eefb78ab7bd962f59ca94",
          "body": null,
          "is_bot": false,
          "headline": "feat(fetch): content completeness classification on browser captures",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T10:34:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f008db0491eb2dcf9e0cdd5d4d7a023bce3b9ea8",
          "body": "…ead re-poll alias",
          "is_bot": false,
          "headline": "fix(fetch): content metric excludes nested chrome per-element; drop d…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T10:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebba43dc3772ea4c38f6b64ac9e1c2ace353e420",
          "body": null,
          "is_bot": false,
          "headline": "fix(fetch): stability metric measures content outside chrome",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T10:01:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f87fd9a8684793d7baa6b628dc8d555dd7a5924e",
          "body": null,
          "is_bot": false,
          "headline": "refactor(fetch): both browser paths settle via shared settlePage",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T09:56:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d23999a86d745d09209769e198b5eb6d2796b59",
          "body": null,
          "is_bot": false,
          "headline": "fix(fetch): settlePage tears down racers on abort path",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T09:43:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a15277bb3b3ff75298666d0a20cd4c32da023a63",
          "body": "docs: public-face overhaul — lean README, public docs/, examples/, docs on site",
          "is_bot": false,
          "headline": "Merge pull request #185 from KnockOutEZ/feat/public-face-overhaul",
          "author_name": "Towhid Khan",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T06:49:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7deaa4b5dcebadc7670ceb1fdf2f708ebedcd0bd",
          "body": "feat: honest research/agent degradation + free-key guidance in tool descriptions",
          "is_bot": false,
          "headline": "Merge pull request #187 from KnockOutEZ/feat/tool-desc-llm-guidance",
          "author_name": "Towhid Khan",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T06:43:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13bc8c230c517888e947719e6c7463a3723a1ee2",
          "body": "fix(watch): hash full-body content, not view-truncated markdown",
          "is_bot": false,
          "headline": "Merge pull request #186 from KnockOutEZ/fix/watch-stale-check",
          "author_name": "Towhid Khan",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T06:43:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a1c8e7b321a507900c055c9539a0b544f64f76c",
          "body": "…ight') across value/docs/openapi/SDK/tests\n\nThe fetch_method returned value leaked the browser library name in user-facing\noutput. Rename the RETURNED contract value 'playwright' -> 'browser' — the tier\nname, its type members, its producers, and its documentation. The internal\nbrowser library (impo\n[…]\nt, and the OpenAPI playwright->'browser\nengine' sanitizer + its forbidden-term tests. Prior research/agent free-key\nguidance, source_span restore, and the competitor-routing guard tests are\nunchanged.",
          "is_bot": false,
          "headline": "refactor(fetch): capability-named fetch_method 'browser' (was 'playwr…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T06:31:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c2509df6e2e9a32059bfe07f34f5a0409fb73f4e",
          "body": "…ertise fetch actions; restore source_span\n\nwigolo drives interactive page actions itself (fetch actions + use_auth), so\nrouting users to a \"dedicated browser-automation MCP\" is both off-brand and\ninaccurate. Remove that competitor-routing marketing from every user-facing\nsurface:\n\n- WIGOLO_INSTRUCT\n[…]\ne.\n\nAdd negative-guard tests so the competitor-routing marketing cannot return and\nthe fetch positive capability stays asserted. research/agent free-key guidance\nfrom the previous commit is unchanged.",
          "is_bot": false,
          "headline": "feat(server): drop competitor-routing \"when not to use\" guidance; adv…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T05:26:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a70aafd44a118c607521cf93e1afe1cac7e0a8e6",
          "body": "…ce + recommend a free key\n\nresearch and agent are LLM-optional. With no synthesis LLM they return a\nstructured brief / gathered evidence + step log rather than synthesized\nprose. Reshape their tool descriptions and WIGOLO_INSTRUCTIONS so the host\nLLM writes the final answer itself from the returned\n[…]\neep the per-session string under\nits 3072-char budget after adding the guidance. Added v3 assertions covering\nthe honest-degradation + free-key guidance in both descriptions and the\ninstructions body.",
          "is_bot": false,
          "headline": "feat(server): guide host LLM to synthesize research/agent from eviden…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T04:31:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eb70453a95f953034f21c7a377c05090c13cfa2c",
          "body": "…acklinks; push the free-key upgrade for research/agent",
          "is_bot": false,
          "headline": "docs(readme): capability-breadth sampler with per-area docs+example b…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T04:21:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80a52c47a30eea70a37adf319024640df18de207",
          "body": "…ntegrations table, Docker",
          "is_bot": false,
          "headline": "docs(readme): show the breadth — REST curl, TS+Python SDK snippets, i…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T04:12:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d35ae759c7a0162ec90b64aa2105cfbc75800ef",
          "body": "… graphic",
          "is_bot": false,
          "headline": "docs(readme): live star-history chart in place of the static momentum…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T03:50:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a7465684e8fb74965192f74056ac48ef212a8ab",
          "body": "…s section",
          "is_bot": false,
          "headline": "feat(site): replace star-chart momentum with an evergreen how-it-work…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T03:50:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d77c11059ebf5819712e7298417524cb7f4a914f",
          "body": "…e is skills-only",
          "is_bot": false,
          "headline": "docs: red-line review fixes — AGPL-3.0-only, site version 0.2.x, clin…",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-18T01:10:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d418a628df1bc3f550d293332ea170432ff5f12f",
          "body": "Root cause: the watch scheduler (runCheck) and any consumer that hashed\nFetchOutput.markdown for change detection were hashing a PRESENTATION-shaped\nbody. handleFetch runs attachEvidence -> applyOutputBudget, clipping the\nreturned markdown to DEFAULT_FETCH_BODY_TOKENS (16000) and emptying it when\nin\n[…]\nnge detection.\n\ndiff url-mode reads full markdown straight from the cache (never through the\nview budget) so it was not truncation-poisoned; it also gains a stable\ncontent_hash to fingerprint against.",
          "is_bot": false,
          "headline": "fix(watch): hash full-body content_hash, not the view-truncated markdown",
          "author_name": "KnockOutEZ",
          "author_login": "KnockOutEZ",
          "committed_at": "2026-07-17T19:27:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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}

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

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v1.13.0、模式 v0.26.0—— 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 — npm.