公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-18 17:22 UTC

melandlabs / opencontext

A temporal context graph, a memory API, retrieval primitives, and a multiple-platform integration mesh — designed to be embedded into any host process.

TypeScriptApache-2.0★ 76 星标⑂ 6 复刻始于 2026年8月在 GitHub 上查看 ↗
类型MCP 服务器库命令行工具如何判定
#ai#ai-agent#context#harness#memory#runtime#dsh-plugin

melandlabs/opencontext 的健康指数为 100 分中的 71 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（92/100），最低的是Security（38/100）。 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。

71
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。

71
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 63 经校准后在公布的指数量表上为 71（记录校准 2026-08-02）。

所有权

Meland Labs组织
14 关注者6 个公开仓库始于 2025年10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。

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
npm@melandlabs/ai0.10.66,397371 天前opencontext
npm@melandlabs/db0.3.0297532 天前opencontextdbdatabasedrizzle
npm@melandlabs/api0.3.0346532 天前opencontext
npm@melandlabs/okf0.3.41,84581 天前opencontextokfopen-knowledge-formatmarkdownyamlwiki
npm@melandlabs/rag0.3.31,336111 天前opencontext
npm@melandlabs/cron0.3.0331632 天前opencontextcronscheduler
npm@melandlabs/i18n0.3.1465729 天前opencontext
npm@melandlabs/loop0.3.1502731 天前opencontextloopfilesystempreferences

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？

64中等 · 占总体的 21%

开发活跃度

58中等
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
4.2/36提交节奏 — 52 周中有 6 周有提交
18/18提交量 — 最近一年 335 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_year335
human_commit_share1
days_since_last_push0
active_weeks_last_year6

发布纪律

72良好
评分方式
16.2/27有发布版本 — 1 个版本标签（无 GitHub 发布版本）
36/36发布时效 — 最近一次发布版本于 38 天前
12.6/27发布节奏 — 节奏未知（仅一次发布）
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count1
latest_release_tagv0.1.3
releases_from_tags是
days_since_latest_release38
mean_days_between_releases—
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？

61中等 · 占总体的 17%

流行度与采用

36薄弱
评分方式
30.4/60星标 — 76 个星标
5.8/25复刻 — 6 个复刻
0/15关注者 — 2 位关注者
所用输入
forks6
stars76
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
13.5/13.5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_badges4
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_servicesshields.io
has_pull_request_template否

生态采用（下载量）

68良好
评分方式
54.2/80月度下载量 — npm 合计每月 11,519 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
packages@melandlabs/ai, @melandlabs/db, @melandlabs/api, @melandlabs/okf, @melandlabs/rag, @melandlabs/cron, @melandlabs/i18n, @melandlabs/loop
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads11,519
unverified_packages_excluded—
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？

55中等 · 占总体的 23%

维护者韧性（巴士系数）

22存在风险
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.2/22.5提交分布 — 头号贡献者编写了 86% 的提交
6.8/13.5贡献者广度 — 5 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_sampled5
top_contributor_share0.86

议题与 PR 响应能力

66良好
评分方式
23.4/42议题解决 — 56% 的议题已关闭
30/30PR 接受 — 已裁定的 PR 中 36/36 已合并
13/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 10/10
0/15OpenSSF Scorecard：Code-Review — Found 1/21 approved changesets -- score normalized to 0
所用输入
merged_prs36
open_issues4
closed_issues5
prs_merged_7d9
prs_decided_7d9
prs_merged_30d25
prs_decided_30d25
issue_closed_ratio0.556
closed_unmerged_prs0
first_time_authors_30d2
first_time_prs_merged_30d10
first_time_prs_decided_30d10

所有权与托管责任

46薄弱
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
8.5/25所有者影响力 — melandlabs 有 14 位关注者
8/25既往记录 — 6 个公开仓库，账户约 0 年
所用输入
followers14
owner_typeOrganization
is_verified否
owner_loginmelandlabs
public_repos6
account_age_days333

软件包维护

100卓越
评分方式
25/25已发布且可解析 — npm 上有 8 个软件包
35/35发布时效 — 最近一次发布于 1 天前
20/20版本历史 — 37 个已发布版本
20/20未被弃用 — 活跃，未被弃用或撤回
所用输入
packages@melandlabs/ai, @melandlabs/db, @melandlabs/api, @melandlabs/okf, @melandlabs/rag, @melandlabs/cron, @melandlabs/i18n, @melandlabs/loop
ecosystemsnpm
any_deprecated否
min_days_since_publish1

工程质量

基础的工程与文档实践是否到位？

92优秀 · 占总体的 19%

工程实践

86优秀
评分方式
24/24CI 工作流 — 3 个工作流
24/24存在测试
16/16Linter 配置 — biome.json
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
16/20OpenSSF Scorecard：CI-Tests — 8 out of 10 merged PRs checked by a CI test -- score normalized to 8
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config否

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://openloomi.ai
10/10仓库描述
10/10主题标签 — 7 个主题标签
10/10Wiki
所用输入
topicsai, ai-agent, context, harness, memory, runtime, dsh-plugin
has_wiki是
homepagehttps://openloomi.ai
docs_sitehttps://openloomi.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？

38薄弱 · 占总体的 16%

安全态势

38薄弱
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
2/2.5CI-Tests — 8 out of 10 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/21 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
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — 无数据
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
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 — 51 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.8
已排除计分（无数据或不适用）：Packaging, Signed-Releases。 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？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。

74良好 · 占总体的 4%

AI 代理上下文与指引

55中等
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
15/15机器可读文档（llms.txt） — 项目网站提供 llms.txt（https://openloomi.ai/llms.txt）
40/40可读的提交历史 — 100 次人类提交中有 96 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
llms_txt_urlhttps://openloomi.ai/llms.txt
legible_history_share0.96
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

69良好
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 — biome.json
11/11静态类型检查 — benchmark/beam/tsconfig.json, benchmark/locomo/tsconfig.json, benchmark/longmemeval/tsconfig.json, packages/ai/mcp/tsconfig.json, packages/ai/memory-consolidation/tsconfig.json, packages/ai/tsconfig.json, packages/api/tsconfig.json, packages/config/src/tsconfig.json, packages/contracts/tsconfig.json, packages/cron/tsconfig.json, packages/db/tsconfig.json, packages/env-config/tsconfig.json, packages/hooks/tsconfig.json, packages/i18n/tsconfig.json, packages/indexeddb/tsconfig.json, packages/insights/tsconfig.json, packages/integrations-runtime/tsconfig.json, packages/integrations/asana/tsconfig.json, packages/integrations/calendar/tsconfig.json, packages/integrations/channels/tsconfig.json, packages/integrations/composio/tsconfig.json, packages/integrations/dingtalk/tsconfig.json, packages/integrations/facebook-messenger/tsconfig.json, packages/integrations/feishu/tsconfig.json, packages/integrations/gmail/tsconfig.json, packages/integrations/google-docs/tsconfig.json, packages/integrations/google-meet/tsconfig.json, packages/integrations/hubspot/tsconfig.json, packages/integrations/imessage/tsconfig.json, packages/integrations/instagram/tsconfig.json, packages/integrations/jira/tsconfig.json, packages/integrations/linkedin/tsconfig.json, packages/integrations/qqbot/tsconfig.json, packages/integrations/rss/tsconfig.json, packages/integrations/telegram/tsconfig.json, packages/integrations/tsconfig.json, packages/integrations/weixin/tsconfig.json, packages/integrations/whatsapp/tsconfig.json, packages/integrations/x/tsconfig.json, packages/loop/tsconfig.json, packages/memory-store/tsconfig.json, packages/okf/tsconfig.json, packages/opencontext/tsconfig.json, packages/rag/tsconfig.json, packages/search/tsconfig.json, packages/security/tsconfig.json, packages/shared/tsconfig.json, packages/sqlite/tsconfig.json, packages/storage/tsconfig.json, packages/ui-runtime/tsconfig.json, packages/vsa/tsconfig.json, packages/workspace/tsconfig.json, plugins/dsh-opencontext/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 45 次由代理编写或署名代理
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
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_files—
has_devcontainer否
has_linter_config是
typecheck_configsbenchmark/beam/tsconfig.json, benchmark/locomo/tsconfig.json, benchmark/longmemeval/tsconfig.json, packages/ai/mcp/tsconfig.json, packages/ai/memory-consolidation/tsconfig.json, packages/ai/tsconfig.json, packages/api/tsconfig.json, packages/config/src/tsconfig.json, packages/contracts/tsconfig.json, packages/cron/tsconfig.json, packages/db/tsconfig.json, packages/env-config/tsconfig.json, packages/hooks/tsconfig.json, packages/i18n/tsconfig.json, packages/indexeddb/tsconfig.json, packages/insights/tsconfig.json, packages/integrations-runtime/tsconfig.json, packages/integrations/asana/tsconfig.json, packages/integrations/calendar/tsconfig.json, packages/integrations/channels/tsconfig.json, packages/integrations/composio/tsconfig.json, packages/integrations/dingtalk/tsconfig.json, packages/integrations/facebook-messenger/tsconfig.json, packages/integrations/feishu/tsconfig.json, packages/integrations/gmail/tsconfig.json, packages/integrations/google-docs/tsconfig.json, packages/integrations/google-meet/tsconfig.json, packages/integrations/hubspot/tsconfig.json, packages/integrations/imessage/tsconfig.json, packages/integrations/instagram/tsconfig.json, packages/integrations/jira/tsconfig.json, packages/integrations/linkedin/tsconfig.json, packages/integrations/qqbot/tsconfig.json, packages/integrations/rss/tsconfig.json, packages/integrations/telegram/tsconfig.json, packages/integrations/tsconfig.json, packages/integrations/weixin/tsconfig.json, packages/integrations/whatsapp/tsconfig.json, packages/integrations/x/tsconfig.json, packages/loop/tsconfig.json, packages/memory-store/tsconfig.json, packages/okf/tsconfig.json, packages/opencontext/tsconfig.json, packages/rag/tsconfig.json, packages/search/tsconfig.json, packages/security/tsconfig.json, packages/shared/tsconfig.json, packages/sqlite/tsconfig.json, packages/storage/tsconfig.json, packages/ui-runtime/tsconfig.json, packages/vsa/tsconfig.json, packages/workspace/tsconfig.json, plugins/dsh-opencontext/tsconfig.json
agent_commit_share0.45
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

100卓越
评分方式
45/45可类型检查的代码 — TypeScript（静态类型）
54.7/55可控的文件大小 — 采样的 864 个源文件中有 5 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes265,012
source_files_sampled864
oversized_source_files5

机器可读接口

100卓越
评分方式
0/40API 模式（OpenAPI/GraphQL/proto） — 不适用于此类软件
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—
interfaces_expected_of—
已排除计分（无数据或不适用）：API 模式（OpenAPI/GraphQL/proto）。 其余权重已重新归一化。

关键数据

76GitHub 星标
5贡献者
335最近 12 个月提交数
0距最近推送天数
1发布版本数
1巴士系数（bus factor）
4开放议题
npm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 npm:@melandlabs/ai@0.10.6; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 6 ⇿
0Star
6Fork
1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。

123456622026-082026-082026-09
主版本 0次版本 0修订 1
OpenSSF Scorecard 3.8 / 10
3.8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 · 2026-09-18 17:21 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
8CI-Tests8 out of 10 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/21 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities51 existing vulnerabilities detected
直接依赖 82
注册表软件包版本约束清单文件
npmbetter-sqlite3^13.0.0package.json
npm@agentclientprotocol/sdk^0.22.1packages/ai/package.json
npm@ai-sdk/anthropic4.0.0-beta.67packages/ai/package.json
npm@ai-sdk/openai-compatible^1.0.0packages/ai/package.json
npm@anthropic-ai/claude-agent-sdk^0.3.227packages/ai/package.json
npm@melandlabs/contractsworkspace:*packages/ai/package.json
npm@melandlabs/env-configworkspace:*packages/ai/package.json
npm@melandlabs/memory-consolidationworkspace:*packages/ai/package.json
npm@melandlabs/sharedworkspace:*packages/ai/package.json
npm@vercel/sandbox^1.7.1packages/ai/package.json
npmai5.0.0-beta.6packages/ai/package.json
npmcross-spawn^7.0.3packages/ai/package.json
npmnanoid^5.1.3packages/ai/package.json
npmopenai^4.0.0packages/ai/package.json
npmzod^4.3.6packages/ai/package.json
npm@melandlabs/env-configworkspace:*packages/audit/package.json
npmcroner^8packages/cron/package.json
npmai^3packages/db/package.json
npmbcrypt-ts^5packages/db/package.json
npm@melandlabs/contractsworkspace:*packages/indexeddb/package.json
npmzod^4.3.6packages/insights/package.json
npm@melandlabs/contractsworkspace:*packages/integrations-runtime/package.json
npmi18next^26.3.6packages/integrations-runtime/package.json
npmsanitize-html^2.17.6packages/integrations/package.json
npmturndown^7.2.4packages/integrations/package.json
npm@melandlabs/env-configworkspace:*packages/loop/package.json
npm@hono/node-server^1.13.7packages/memory-store/package.json
npm@modelcontextprotocol/sdk^1.25.3packages/memory-store/package.json
npm@melandlabs/aiworkspace:*packages/memory-store/package.json
npm@melandlabs/contractsworkspace:*packages/memory-store/package.json
npm@melandlabs/env-configworkspace:*packages/memory-store/package.json
npm@melandlabs/memory-consolidationworkspace:*packages/memory-store/package.json
npm@melandlabs/okfworkspace:*packages/memory-store/package.json
npm@melandlabs/ragworkspace:*packages/memory-store/package.json
npm@melandlabs/sharedworkspace:*packages/memory-store/package.json
npm@melandlabs/sqliteworkspace:*packages/memory-store/package.json
npm@melandlabs/vsaworkspace:*packages/memory-store/package.json
npmhono^4.6.14packages/memory-store/package.json
npmzod^4.3.6packages/memory-store/package.json
npm@melandlabs/contractsworkspace:*packages/okf/package.json
npmyaml^2.0.0packages/okf/package.json
npm@ai-sdk/openai-compatible^1.0.0packages/opencontext/package.json
npm@hono/node-server^1.13.7packages/opencontext/package.json
npm@melandlabs/ai-rag^0.2.12packages/opencontext/package.json
npm@melandlabs/integrations^0.3.0packages/opencontext/package.json
npm@melandlabs/okf^0.3.4packages/opencontext/package.json
npm@melandlabs/security^0.3.0packages/opencontext/package.json
npm@melandlabs/workspace^0.5.0packages/opencontext/package.json
npm@modelcontextprotocol/sdk^1.25.3packages/opencontext/package.json
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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 v2.10.0、模式 v0.34.0—— 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.