公开记录
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-18 05:18 UTC

AltimateAI / altimate-code

Open-source agentic data engineering harness for dbt, SQL, and cloud warehouses. 100+ tools, 10 warehouses, AI-powered.

TypeScriptMIT★ 751 星标⑂ 134 复刻始于 2026年2月在 GitHub 上查看 ↗

AltimateAI/altimate-code 的健康指数为 100 分中的 69 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(90/100),最低的是Security(42/100)。 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。

69
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;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。

69
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

53 关注者24 个公开仓库始于 2021年11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良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
12.5/36提交节奏 — 52 周中有 18 周有提交
18/18提交量 — 最近一年 569 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year569
human_commit_share
days_since_last_push0
active_weeks_last_year18

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 55 个发布版本
36/36发布时效 — 最近一次发布版本于 9 天前
27/27发布节奏 — 约每 3.7 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_count55
latest_release_tagv0.9.1
releases_from_tags
days_since_latest_release9
mean_days_between_releases3.7

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?

81良好 · 占总体的 18%
评分方式
46.6/60星标 — 751 个星标
17.7/25复刻 — 134 个复刻
6.8/15关注者 — 18 位关注者
所用输入
forks134
stars751
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
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
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

48存在风险 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.9/22.5提交分布 — 头号贡献者编写了 83% 的提交
13.5/13.5贡献者广度 — 17 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor1
contributors_sampled17
top_contributor_share0.828
评分方式
27.3/46.8议题解决 — 58% 的议题已关闭
19.9/38.3PR 接受 — 已裁定的 PR 中 307/589 已合并
1.5/15OpenSSF Scorecard:Code-Review — Found 2/11 approved changesets -- score normalized to 1
所用输入
merged_prs307
open_issues160
closed_issues225
issue_closed_ratio0.584
closed_unmerged_prs282
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
12.5/25所有者影响力 — AltimateAI 有 53 位关注者
19.5/25既往记录 — 24 个公开仓库,账户约 4 年
所用输入
followers53
owner_typeOrganization
is_verified
owner_loginAltimateAI
public_repos24
account_age_days1,701

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

90优秀
评分方式
24/24CI 工作流 — 10 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.mjs
0/9.6Pre-commit 钩子
6.4/6.4.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
has_tests
has_editorconfig
has_linter_config
has_precommit_config

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://altimate.sh
10/10仓库描述
10/10主题标签 — 18 个主题标签
0/10Wiki
所用输入
topicsagent, ai, bigquery, cli, data-engineering, databricks, dbt, finops, lineage, llm, opencode, postgresql, snowflake, sql, analytics-engineering, harness-engineering, workflow-automation-ai, agentic-data-engineering
has_wiki
homepagehttps://altimate.sh
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?

42存在风险 · 占总体的 16%

安全态势

42存在风险
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 — 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
0.8/7.5Code-Review — Found 2/11 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file 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 — 106 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.2
已排除计分(无数据或不适用):packaging。 其余权重已重新归一化。

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。

88优秀 · 占总体的 0%
评分方式
45/45代理指令 — docs/docs/configure/agents.md, packages/core/src/tool/AGENTS.md, packages/effect-drizzle-sqlite/AGENTS.md, packages/llm/AGENTS.md, packages/opencode/AGENTS.md, packages/opencode/src/server/routes/instance/httpapi/AGENTS.md, packages/opencode/src/session/llm/AGENTS.md, packages/opencode/test/AGENTS.md, packages/opencode/test/server/AGENTS.md
15/15机器可读文档(llms.txt) — 存在 llms.txt
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_filesdocs/docs/configure/agents.md, packages/core/src/tool/AGENTS.md, packages/effect-drizzle-sqlite/AGENTS.md, packages/llm/AGENTS.md, packages/opencode/AGENTS.md, packages/opencode/src/server/routes/instance/httpapi/AGENTS.md, packages/opencode/src/session/llm/AGENTS.md, packages/opencode/test/AGENTS.md, packages/opencode/test/server/AGENTS.md
agent_instruction_max_bytes24,684
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.mjs
11/11静态类型检查 — github/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/dbt-tools/tsconfig.json, packages/drivers/tsconfig.json, packages/effect-drizzle-sqlite/tsconfig.json, packages/effect-sqlite-node/tsconfig.json, packages/http-recorder/tsconfig.json, packages/llm/tsconfig.json, packages/opencode/tsconfig.json, packages/plugin/tsconfig.json, packages/script/tsconfig.json, packages/sdk/js/tsconfig.json, packages/server/tsconfig.json, packages/tui/tsconfig.json, packages/util/tsconfig.json, script/upstream/tsconfig.json, sdks/vscode/tsconfig.json, tsconfig.json
10/10可复现环境 — devcontainer, Dockerfile
0/10已体现的代理实践 — 无数据
5/8自动化维护 — 已配置依赖自动化,但在抽样提交中未观察到
4/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configsgithub/tsconfig.json, packages/cli/tsconfig.json, packages/core/tsconfig.json, packages/dbt-tools/tsconfig.json, packages/drivers/tsconfig.json, packages/effect-drizzle-sqlite/tsconfig.json, packages/effect-sqlite-node/tsconfig.json, packages/http-recorder/tsconfig.json, packages/llm/tsconfig.json, packages/opencode/tsconfig.json, packages/plugin/tsconfig.json, packages/script/tsconfig.json, packages/sdk/js/tsconfig.json, packages/server/tsconfig.json, packages/tui/tsconfig.json, packages/util/tsconfig.json, script/upstream/tsconfig.json, sdks/vscode/tsconfig.json, tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
已排除计分(无数据或不适用):已体现的代理实践。 其余权重已重新归一化。
评分方式
45/45可类型检查的代码 — TypeScript(静态类型)
54.4/55可控的文件大小 — 采样的 2,299 个源文件中有 25 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes2,375,731
source_files_sampled2,299
oversized_source_files25
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — packages/sdk/openapi.json
20/20MCP 服务器
40/40可运行示例 — example, examples
所用输入
example_dirsexample, examples
has_mcp_signal
api_schema_filespackages/sdk/openapi.json

关键数据

751GitHub 星标
17贡献者
569最近 12 个月提交数
0距最近推送天数
55发布版本数
1巴士系数(bus factor)
160开放议题
npm, PyPI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 · 2026-07-18 05:17 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-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
1Code-ReviewFound 2/11 approved changesets -- score normalized to 1
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities106 existing vulnerabilities detected
直接依赖 10
注册表软件包版本约束清单文件
npm@actions/core1.11.1github/package.json
npm@actions/github6.0.1github/package.json
npm@octokit/graphql9.0.1github/package.json
npm@octokit/restcatalog:github/package.json
npm@opencode-ai/sdkworkspace:*github/package.json
npm@opencode-ai/pluginworkspace:*package.json
npm@opencode-ai/scriptworkspace:*package.json
npm@opencode-ai/sdkworkspace:*package.json
npmheap-snapshot-toolkit1.1.3package.json
npmtypescriptcatalog:package.json
全部依赖 177

来自 GitHub 依赖图的完整解析依赖集合:8 个直接依赖与 169 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@actions/core1.11.1直接
npm@actions/github6.0.1直接
npm@octokit/graphql9.0.1直接
npm@octokit/graphql9.0.2直接
npm@octokit/restcatalog:直接
npmheap-snapshot-toolkit1.1.3直接
npmtypescript^5.8.3直接
npmtypescriptcatalog:直接
npm@actions/artifact5.0.1间接
npm@agentclientprotocol/sdk0.21.0间接
npm@ai-sdk/alibaba1.0.17间接
npm@ai-sdk/amazon-bedrock4.0.112间接
npm@ai-sdk/anthropic3.0.82间接
npm@ai-sdk/azure3.0.49间接
npm@ai-sdk/cerebras2.0.41间接
npm@ai-sdk/cohere3.0.27间接
npm@ai-sdk/deepinfra2.0.41间接
npm@ai-sdk/gateway3.0.104间接
npm@ai-sdk/google3.0.73间接
npm@ai-sdk/google-vertex4.0.128间接
npm@ai-sdk/groq3.0.31间接
npm@ai-sdk/mistral3.0.27间接
npm@ai-sdk/openai3.0.53间接
npm@ai-sdk/openai-compatible2.0.41间接
npm@ai-sdk/perplexity3.0.26间接
npm@ai-sdk/provider3.0.8间接
npm@ai-sdk/provider-utils4.0.23间接
npm@ai-sdk/togetherai2.0.41间接
npm@ai-sdk/vercel2.0.39间接
npm@ai-sdk/xai3.0.82间接
npm@altimateai/altimate-core0.5.1间接
npm@altimateai/dbt-integration^0.2.2间接
npm@aws-sdk/credential-providers3.1057.0间接
npm@babel/core7.28.4间接
npm@clack/prompts1.0.0-alpha.1间接
npm@clickhouse/client^1.0.0间接
npm@databricks/sql^1.0.0间接
npm@effect/opentelemetrycatalog:间接
npm@effect/platform-node4.0.0-beta.74间接
npm@effect/platform-nodecatalog:间接
npm@effect/platform-node-shared4.0.0-beta.74间接
npm@effect/sql-sqlite-buncatalog:间接
npm@ff-labs/fff-bun0.9.4间接
npm@gitlab/opencode-gitlab-auth1.3.3间接
npm@google-cloud/bigquery^8.0.0间接
npm@hey-api/openapi-ts0.90.10间接
npm@hono/standard-validatorcatalog:间接
npm@lydell/node-ptycatalog:间接
npm@modelcontextprotocol/sdk1.29.0间接
npm@npmcli/arborist9.4.0间接
npm@npmcli/config10.8.1间接
npm@octokit/webhooks-types7.6.1间接
npm@openauthjs/openauthcatalog:间接
npm@openrouter/ai-sdk-provider2.9.0间接
npm@opentelemetry/api1.9.0间接
npm@opentelemetry/context-async-hooks2.6.1间接
npm@opentelemetry/exporter-trace-otlp-http0.214.0间接
npm@opentelemetry/sdk-trace-base2.6.1间接
npm@opentelemetry/sdk-trace-node2.6.1间接
npm@opentui/corecatalog:间接
npm@opentui/keymapcatalog:间接
npm@opentui/solidcatalog:间接
npm@parcel/watcher2.5.1间接
npm@parcel/watcher-darwin-arm642.5.1间接
npm@parcel/watcher-darwin-x642.5.1间接
npm@parcel/watcher-linux-arm64-glibc2.5.1间接
npm@parcel/watcher-linux-arm64-musl2.5.1间接
npm@parcel/watcher-linux-x64-glibc2.5.1间接
npm@parcel/watcher-linux-x64-musl2.5.1间接
npm@parcel/watcher-win32-arm642.5.1间接
npm@parcel/watcher-win32-x642.5.1间接
npm@pierre/diffscatalog:间接
npm@silvia-odwyer/photon-node0.3.4间接
npm@smithy/eventstream-codec4.2.14间接
npm@smithy/util-utf84.2.2间接
npm@solid-primitives/event-bus1.1.2间接
npm@solid-primitives/scheduled1.5.2间接
npm@standard-schema/spec1.0.0间接
npm@tsconfig/buncatalog:间接
npm@tsconfig/node22catalog:间接
npm@types/babel__core7.20.5间接
npm@types/bun^1.2.0间接
npm@types/buncatalog:间接
npm@types/cross-spawncatalog:间接
npm@types/mime-types3.0.1间接
npm@types/mocha^10.0.10间接
npm@types/node20.x间接
npm@types/node^22.0.0间接
npm@types/nodecatalog:间接
npm@types/npm-package-arg6.1.4间接
npm@types/npmcli__arborist6.3.3间接
npm@types/pg^8.15.0间接
npm@types/semver^7.5.8间接
npm@types/semvercatalog:间接
npm@types/turndown5.0.5间接
npm@types/vscode^1.94.0间接
npm@types/which3.0.4间接
npm@types/ws8.18.1间接
npm@types/yargs17.0.33间接
npm@typescript-eslint/eslint-plugin^8.31.1间接
npm@typescript-eslint/parser^8.31.1间接
npm@typescript/native-previewcatalog:间接
npm@vscode/test-cli^0.0.11间接
npm@vscode/test-electron^2.5.2间接
npm@zip.js/zip.js2.7.62间接
npmaicatalog:间接
npmai-gateway-provider3.1.2间接
npmaws4fetch1.0.20间接
npmbonjour-service1.3.0间接
npmbun-pty0.4.8间接
npmchokidar4.0.3间接
npmclipboardy4.0.0间接
npmcross-spawncatalog:间接
npmdecimal.js10.5.0间接
npmdiffcatalog:间接
npmdrizzle-kitcatalog:间接
npmdrizzle-ormcatalog:间接
npmduckdb^1.0.0间接
npmeffectcatalog:间接
npmesbuild^0.25.3间接
npmeslint^9.25.1间接
npmfuzzysort3.1.0间接
npmfuzzysortcatalog:间接
npmgitlab-ai-provider6.9.3间接
npmglob13.0.5间接
npmgoogle-auth-library10.5.0间接
npmgray-matter4.0.3间接
npmhonocatalog:间接
npmhono-openapicatalog:间接
npmhtmlparser28.0.2间接
npmhusky9.1.7间接
npmignore7.0.5间接
npmimmer11.1.4间接
npmjsonc-parser3.3.1间接
npmmime-types3.0.2间接
npmminimatch10.0.3间接
npmminimatch10.2.5间接
npmminimatch^10.0.0间接
npmmongodb^6.0.0间接
npmmssql^12.0.0间接
npmmysql2^3.0.0间接
npmnpm-package-arg13.0.2间接
npmopen10.1.2间接
npmopencode-gitlab-auth2.1.0间接
npmopencode-poe-auth0.0.1间接
npmopentui-spinnercatalog:间接
npmoracledb^6.0.0间接
npmoxlint1.60.0间接
npmoxlint-tsgolint0.21.0间接
npmpartial-json0.1.7间接
npmpg^8.0.0间接
npmplaywright-core1.59.1间接
npmprettier3.6.2间接
npmremedacatalog:间接
npmsemver^7.6.0间接
npmsemver^7.6.3间接
npmsnowflake-sdk^2.0.3间接
npmsolid-jscatalog:间接
npmstrip-ansi7.1.2间接
npmtree-sitter-bash0.25.0间接
npmtree-sitter-powershell0.25.10间接
npmtrino-client^0.2.8间接
npmturbo2.8.13间接
npmturndown7.2.0间接
npmulidcatalog:间接
npmvenice-ai-sdk-provider2.0.2间接
npmvscode-jsonrpc8.2.1间接
npmvscode-languageserver-types3.17.5间接
npmweb-tree-sitter0.25.10间接
npmwhich6.0.1间接
npmwhy-is-node-running3.2.2间接
npmws8.21.0间接
npmxdg-basedir5.1.0间接
npmyaml2.8.3间接
npmyargs18.0.0间接
npmzodcatalog:间接
PyPImkdocs-material间接
原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "agent",
        "ai",
        "bigquery",
        "cli",
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                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
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            "key": "stewardship",
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                "key": "ownership_backing",
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                "key": "owner_reach",
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                "key": "track_record",
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        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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                "key": "ci_workflows",
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                "key": "linter_config",
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                "key": "fuzzing",
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                "key": "security_policy",
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                "key": "signed_releases",
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                "key": "vulnerabilities",
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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        "metrics": [
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                "code": "weights_renormalized",
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            "value": 100,
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                "points": 45,
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                "details": [
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                "max_points": 40
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          },
          {
            "key": "ai_verify_loop",
            "band": "good",
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                "params": {
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                "packages/effect-sqlite-node/tsconfig.json",
                "packages/http-recorder/tsconfig.json",
                "packages/llm/tsconfig.json",
                "packages/opencode/tsconfig.json",
                "packages/plugin/tsconfig.json",
                "packages/script/tsconfig.json",
                "packages/sdk/js/tsconfig.json",
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                "sdks/vscode/tsconfig.json",
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              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
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                "status": "met",
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                "max_points": 11
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              {
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                "points": 10,
                "status": "met",
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              },
              {
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              }
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              ]
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            "components": [
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                ],
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              },
              {
                "key": "mcp_server",
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                "status": "met",
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              },
              {
                "key": "runnable_examples",
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                "details": [
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                ],
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              }
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-18T05:18:04.677377Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AltimateAI/altimate-code.svg",
  "full_name": "AltimateAI/altimate-code",
  "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 v1.13.0、模式 v0.12.0—— 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.