公开记录
软件健康报告模式 0.11.0 · 指标 2.10.0 · 2026-07-17 12:45 UTC

Canonry / canonry

An agent first AEO monitoring and operating platform

TypeScript自定义许可证★ 81 星标⑂ 10 复刻始于 2026年3月在 GitHub 上查看 ↗
#aeo#geo#seo-optimization#answer-engine-optimization#seo#websearch#agent#ai-agents#ai-search#ai-visibility#answer-engine-optimisation#brand-monitoring#cli#generative-engine-optimization#geo-optimization#llm-monitoring#local-first#mcp#self-hosted#sqlite

Canonry/canonry 的健康指数为 100 分中的 69 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（86/100），最低的是Security（42/100）。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。

69
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，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。

69
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 62 经校准后在公布的指数量表上为 69（记录校准 2026-08-02）。

所有权

Canonry组织
6 关注者4 个公开仓库始于 2026年3月

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

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

82优秀 · 占总体的 21%

开发活跃度

77良好
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
13.2/36提交节奏 — 52 周中有 19 周有提交
18/18提交量 — 最近一年 661 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year661
human_commit_share—
days_since_last_push1
active_weeks_last_year19

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 7 个发布版本
36/36发布时效 — 最近一次发布版本于 56 天前
27/27发布节奏 — 约每 3.5 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_count7
latest_release_tagwp-traffic-logger-v1.0.0
releases_from_tags否
days_since_latest_release56
mean_days_between_releases3.5

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？

52中等 · 占总体的 17%

流行度与采用

42薄弱
评分方式
30.9/60星标 — 81 个星标
8/25复刻 — 10 个复刻
2.7/15关注者 — 4 位关注者
所用输入
forks10
stars81
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

64中等
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
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是
has_license是
readme_badges—
has_contributing是
has_issue_template否
has_code_of_conduct否
readme_badge_services—
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？

43薄弱 · 占总体的 23%

维护者韧性（巴士系数）

16危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.2/22.5提交分布 — 头号贡献者编写了 99% 的提交
4.1/13.5贡献者广度 — 3 位贡献者
3/10OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled3
top_contributor_share0.992

议题与 PR 响应能力

68良好
评分方式
31.8/42议题解决 — 76% 的议题已关闭
27.5/30PR 接受 — 已裁定的 PR 中 639/696 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 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs639
open_issues29
closed_issues90
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.756
closed_unmerged_prs57
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。

所有权与托管责任

52中等
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名 — 未读取该组织的域名验证状态
6.1/25所有者影响力 — Canonry 有 6 位关注者
5.8/25既往记录 — 4 个公开仓库，账户约 0 年
所用输入
followers6
owner_typeOrganization
is_verified—
owner_loginCanonry
public_repos4
account_age_days135
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。

工程质量

基础的工程与文档实践是否到位？

86优秀 · 占总体的 19%

工程实践

84优秀
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.js
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 29 out of 29 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

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://open.canonry.ai
10/10仓库描述
10/10主题标签 — 20 个主题标签
0/10Wiki
所用输入
topicsaeo, geo, seo-optimization, answer-engine-optimization, seo, websearch, agent, ai-agents, ai-search, ai-visibility, answer-engine-optimisation, brand-monitoring, cli, generative-engine-optimization, geo-optimization, llm-monitoring, local-first, mcp, self-hosted, sqlite
has_wiki否
homepagehttps://open.canonry.ai
docs_sitehttps://open.canonry.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？

42薄弱 · 占总体的 16%

安全态势

42薄弱
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 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 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
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
0/7.5Vulnerabilities — 16 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.2

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。

85优秀 · 占总体的 4%

AI 代理上下文与指引

75良好
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md, apps/api/AGENTS.md, apps/api/CLAUDE.md, apps/web/AGENTS.md, apps/web/CLAUDE.md, apps/worker/AGENTS.md, apps/worker/CLAUDE.md, docs/providers/claude.md, docs/providers/gemini.md, packages/api-client-generated/AGENTS.md, packages/api-client-generated/CLAUDE.md, packages/api-routes/AGENTS.md, packages/api-routes/CLAUDE.md, packages/canonry/AGENTS.md, packages/canonry/CLAUDE.md, packages/canonry/assets/agent-workspace/AGENTS.md, packages/config/AGENTS.md, packages/config/CLAUDE.md, packages/contracts/AGENTS.md, packages/contracts/CLAUDE.md, packages/db/AGENTS.md, packages/db/CLAUDE.md, packages/integration-bing/AGENTS.md, packages/integration-bing/CLAUDE.md, packages/integration-cloud-run/AGENTS.md, packages/integration-cloud-run/CLAUDE.md, packages/integration-commoncrawl/AGENTS.md, packages/integration-commoncrawl/CLAUDE.md, packages/integration-google-analytics/AGENTS.md, packages/integration-google-analytics/CLAUDE.md, packages/integration-google-business-profile/AGENTS.md, packages/integration-google-business-profile/CLAUDE.md, packages/integration-google-places/AGENTS.md, packages/integration-google-places/CLAUDE.md, packages/integration-google/AGENTS.md, packages/integration-google/CLAUDE.md, packages/integration-openai-ads/AGENTS.md, packages/integration-openai-ads/CLAUDE.md, packages/integration-traffic/AGENTS.md, packages/integration-traffic/CLAUDE.md, packages/integration-vercel/AGENTS.md, packages/integration-vercel/CLAUDE.md, packages/integration-wordpress-traffic/AGENTS.md, packages/integration-wordpress-traffic/CLAUDE.md, packages/integration-wordpress/AGENTS.md, packages/integration-wordpress/CLAUDE.md, packages/intelligence/AGENTS.md, packages/intelligence/CLAUDE.md, packages/provider-cdp/AGENTS.md, packages/provider-cdp/CLAUDE.md, packages/provider-claude/AGENTS.md, packages/provider-claude/CLAUDE.md, packages/provider-gemini/AGENTS.md, packages/provider-gemini/CLAUDE.md, packages/provider-local/AGENTS.md, packages/provider-local/CLAUDE.md, packages/provider-openai/AGENTS.md, packages/provider-openai/CLAUDE.md, packages/provider-perplexity/AGENTS.md, packages/provider-perplexity/CLAUDE.md, packages/wordpress-traffic-logger-plugin/AGENTS.md, packages/wordpress-traffic-logger-plugin/CLAUDE.md
0/15机器可读文档（llms.txt）
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md, apps/api/AGENTS.md, apps/api/CLAUDE.md, apps/web/AGENTS.md, apps/web/CLAUDE.md, apps/worker/AGENTS.md, apps/worker/CLAUDE.md, docs/providers/claude.md, docs/providers/gemini.md, packages/api-client-generated/AGENTS.md, packages/api-client-generated/CLAUDE.md, packages/api-routes/AGENTS.md, packages/api-routes/CLAUDE.md, packages/canonry/AGENTS.md, packages/canonry/CLAUDE.md, packages/canonry/assets/agent-workspace/AGENTS.md, packages/config/AGENTS.md, packages/config/CLAUDE.md, packages/contracts/AGENTS.md, packages/contracts/CLAUDE.md, packages/db/AGENTS.md, packages/db/CLAUDE.md, packages/integration-bing/AGENTS.md, packages/integration-bing/CLAUDE.md, packages/integration-cloud-run/AGENTS.md, packages/integration-cloud-run/CLAUDE.md, packages/integration-commoncrawl/AGENTS.md, packages/integration-commoncrawl/CLAUDE.md, packages/integration-google-analytics/AGENTS.md, packages/integration-google-analytics/CLAUDE.md, packages/integration-google-business-profile/AGENTS.md, packages/integration-google-business-profile/CLAUDE.md, packages/integration-google-places/AGENTS.md, packages/integration-google-places/CLAUDE.md, packages/integration-google/AGENTS.md, packages/integration-google/CLAUDE.md, packages/integration-openai-ads/AGENTS.md, packages/integration-openai-ads/CLAUDE.md, packages/integration-traffic/AGENTS.md, packages/integration-traffic/CLAUDE.md, packages/integration-vercel/AGENTS.md, packages/integration-vercel/CLAUDE.md, packages/integration-wordpress-traffic/AGENTS.md, packages/integration-wordpress-traffic/CLAUDE.md, packages/integration-wordpress/AGENTS.md, packages/integration-wordpress/CLAUDE.md, packages/intelligence/AGENTS.md, packages/intelligence/CLAUDE.md, packages/provider-cdp/AGENTS.md, packages/provider-cdp/CLAUDE.md, packages/provider-claude/AGENTS.md, packages/provider-claude/CLAUDE.md, packages/provider-gemini/AGENTS.md, packages/provider-gemini/CLAUDE.md, packages/provider-local/AGENTS.md, packages/provider-local/CLAUDE.md, packages/provider-openai/AGENTS.md, packages/provider-openai/CLAUDE.md, packages/provider-perplexity/AGENTS.md, packages/provider-perplexity/CLAUDE.md, packages/wordpress-traffic-logger-plugin/AGENTS.md, packages/wordpress-traffic-logger-plugin/CLAUDE.md
agent_instruction_max_bytes79,438
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。

验证循环（构建 / 测试 / 类型检查）

88优秀
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.js
11/11静态类型检查 — apps/api/tsconfig.json, apps/web/tsconfig.json, apps/worker/tsconfig.json, packages/api-client-generated/tsconfig.json, packages/api-routes/tsconfig.json, packages/canonry/tsconfig.json, packages/config/tsconfig.json, packages/contracts/tsconfig.json, packages/db/tsconfig.json, packages/integration-bing/tsconfig.json, packages/integration-cloud-run/tsconfig.json, packages/integration-commoncrawl/tsconfig.json, packages/integration-google-analytics/tsconfig.json, packages/integration-google-business-profile/tsconfig.json, packages/integration-google-places/tsconfig.json, packages/integration-google/tsconfig.json, packages/integration-openai-ads/tsconfig.json, packages/integration-traffic/tsconfig.json, packages/integration-vercel/tsconfig.json, packages/integration-wordpress-traffic/tsconfig.json, packages/integration-wordpress/tsconfig.json, packages/intelligence/tsconfig.json, packages/provider-cdp/tsconfig.json, packages/provider-claude/tsconfig.json, packages/provider-gemini/tsconfig.json, packages/provider-local/tsconfig.json, packages/provider-openai/tsconfig.json, packages/provider-perplexity/tsconfig.json, scripts/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfilespnpm-lock.yaml
has_dockerfile是
typed_language是
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configsapps/api/tsconfig.json, apps/web/tsconfig.json, apps/worker/tsconfig.json, packages/api-client-generated/tsconfig.json, packages/api-routes/tsconfig.json, packages/canonry/tsconfig.json, packages/config/tsconfig.json, packages/contracts/tsconfig.json, packages/db/tsconfig.json, packages/integration-bing/tsconfig.json, packages/integration-cloud-run/tsconfig.json, packages/integration-commoncrawl/tsconfig.json, packages/integration-google-analytics/tsconfig.json, packages/integration-google-business-profile/tsconfig.json, packages/integration-google-places/tsconfig.json, packages/integration-google/tsconfig.json, packages/integration-openai-ads/tsconfig.json, packages/integration-traffic/tsconfig.json, packages/integration-vercel/tsconfig.json, packages/integration-wordpress-traffic/tsconfig.json, packages/integration-wordpress/tsconfig.json, packages/intelligence/tsconfig.json, packages/provider-cdp/tsconfig.json, packages/provider-claude/tsconfig.json, packages/provider-gemini/tsconfig.json, packages/provider-local/tsconfig.json, packages/provider-openai/tsconfig.json, packages/provider-perplexity/tsconfig.json, scripts/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。

面向模型的代码可读性

99卓越
评分方式
45/45可类型检查的代码 — TypeScript（静态类型）
53.9/55可控的文件大小 — 采样的 1,019 个源文件中有 20 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes169,827
source_files_sampled1,019
oversized_source_files20

关键数据

81GitHub 星标
3贡献者
661最近 12 个月提交数
1距最近推送天数
7发布版本数
1巴士系数（bus factor）
29开放议题
npm软件包生态系统数

更多细节

OpenSSF Scorecard 4.2 / 10
4.2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 · 2026-07-17 12:45 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 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 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
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
0Vulnerabilities16 existing vulnerabilities detected
全部依赖 1,018

来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 1,018 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@ainyc/aeo-audit4.0.1间接
npm@anthropic-ai/sdk0.91.1间接
npm@anthropic-ai/sdk^0.91.1间接
npm@asamuzakjp/css-color5.0.1间接
npm@asamuzakjp/dom-selector7.0.3间接
npm@asamuzakjp/nwsapi2.3.9间接
npm@aws-crypto/crc325.2.0间接
npm@aws-crypto/sha256-browser5.2.0间接
npm@aws-crypto/sha256-js5.2.0间接
npm@aws-crypto/supports-web-crypto5.2.0间接
npm@aws-crypto/util5.2.0间接
npm@aws-sdk/client-bedrock-runtime3.1031.0间接
npm@aws-sdk/core3.974.0间接
npm@aws-sdk/credential-provider-env3.972.26间接
npm@aws-sdk/credential-provider-http3.972.28间接
npm@aws-sdk/credential-provider-ini3.972.30间接
npm@aws-sdk/credential-provider-login3.972.30间接
npm@aws-sdk/credential-provider-node3.972.31间接
npm@aws-sdk/credential-provider-process3.972.26间接
npm@aws-sdk/credential-provider-sso3.972.30间接
npm@aws-sdk/credential-provider-web-identity3.972.30间接
npm@aws-sdk/eventstream-handler-node3.972.14间接
npm@aws-sdk/middleware-eventstream3.972.10间接
npm@aws-sdk/middleware-host-header3.972.10间接
npm@aws-sdk/middleware-logger3.972.10间接
npm@aws-sdk/middleware-recursion-detection3.972.11间接
npm@aws-sdk/middleware-user-agent3.972.30间接
npm@aws-sdk/middleware-websocket3.972.16间接
npm@aws-sdk/nested-clients3.996.20间接
npm@aws-sdk/region-config-resolver3.972.12间接
npm@aws-sdk/token-providers3.1031.0间接
npm@aws-sdk/types3.973.8间接
npm@aws-sdk/util-endpoints3.996.7间接
npm@aws-sdk/util-format-url3.972.10间接
npm@aws-sdk/util-locate-window3.965.5间接
npm@aws-sdk/util-user-agent-browser3.972.10间接
npm@aws-sdk/util-user-agent-node3.973.16间接
npm@aws-sdk/xml-builder3.972.18间接
npm@aws/lambda-invoke-store0.2.4间接
npm@babel/code-frame7.29.0间接
npm@babel/compat-data7.29.0间接
npm@babel/core7.29.0间接
npm@babel/generator7.29.1间接
npm@babel/helper-compilation-targets7.28.6间接
npm@babel/helper-globals7.28.0间接
npm@babel/helper-module-imports7.28.6间接
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相关记录

与 Canonry/canonry 共享目录标签或生态系统的已检测仓库。 并排阅读 →

96microsoft/agent-governance-toolkitAI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.卓越95MemTensor/MemOSSelf-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.卓越98awslabs/cli-agent-orchestratorMulti-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions卓越98n8n-io/n8nFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.卓越98Agenta-AI/agentaAgenta is a workspace where you and your team build agents and automations.卓越97gptme/gptmeYour agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!卓越

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 v2.10.0、模式 v0.11.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计.