公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 19:37 UTC

ca-srg / ragent

CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).

Go自定义许可证★ 12 星标⑂ 2 复刻始于 2025年8月在 GitHub 上查看 ↗
#rag#vector#aws#bedrock#markdown#opensearch#s3-vectors#cli#csv#gemini#golang#hybrid-search#mcp-server#oidc#opentelemetry#pdf#slack-bot#sqlite-vec#webui

ca-srg/ragent 的健康指数为 100 分中的 61 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（96/100），最低的是Security（33/100）。 最近一次更新在 7 天前。 近期的大部分工作由 1 位贡献者完成。

61
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。

61
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

ca-srg组织
1 关注者3 个公开仓库始于 2020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。

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
Gogithub.com/ca-srg/ragentv0.2.3-777 天前

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？

76良好 · 占总体的 22%

开发活跃度

66中等
评分方式
36/36推送新近度 — 最近一次推送于 7 天前
9/36提交节奏 — 52 周中有 13 周有提交
15.8/18提交量 — 最近一年 57 次提交
5/10OpenSSF Scorecard：Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
所用输入
commits_last_year57
human_commit_share1
days_since_last_push7
active_weeks_last_year13

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 77 个发布版本
36/36发布时效 — 最近一次发布版本于 7 天前
27/27发布节奏 — 约每 10.1 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_count77
latest_release_tagv0.2.3
releases_from_tags否
days_since_latest_release7
mean_days_between_releases10.1

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？

33存在风险 · 占总体的 18%

流行度与采用

17危急
评分方式
16.9/60星标 — 12 个星标
0/25复刻 — 2 个复刻
0/15关注者 — 0 位关注者
所用输入
forks2
stars12
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

51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
0/18CONTRIBUTING 指南
0/13.5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否
has_issue_template否
has_code_of_conduct否
has_pull_request_template是

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？

57中等 · 占总体的 24%

维护者韧性（巴士系数）

13危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
3/10OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1

议题与 PR 响应能力

84良好
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
37.7/38.3PR 接受 — 已裁定的 PR 中 65/66 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs65
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs1

所有权与托管责任

48存在风险
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
2.2/25所有者影响力 — ca-srg 有 1 位关注者
15.7/25既往记录 — 3 个公开仓库，账户约 5 年
所用输入
followers1
owner_typeOrganization
is_verified—
owner_loginca-srg
public_repos3
account_age_days2,066

软件包维护

100优秀
评分方式
25/25已发布且可解析 — go 上有 1 个软件包
35/35发布时效 — 最近一次发布于 7 天前
20/20版本历史 — 77 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
packagesgithub.com/ca-srg/ragent
ecosystemsgo
any_deprecated否
min_days_since_publish7

工程质量

基础的工程与文档实践是否到位？

96优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 16 out of 16 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是

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://ca-srg.dev
10/10仓库描述
10/10主题标签 — 19 个主题标签
10/10Wiki
所用输入
topicsrag, vector, aws, bedrock, markdown, opensearch, s3-vectors, cli, csv, gemini, golang, hybrid-search, mcp-server, oidc, opentelemetry, pdf, slack-bot, sqlite-vec, webui
has_wiki是
homepagehttps://ca-srg.dev
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？

33存在风险 · 占总体的 16%

安全态势

34存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 16 out of 16 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
3.8/7.5Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 54 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.4

依赖安全公告

31存在风险
评分方式
5.7/35直接依赖不含已知公告 — 9 个受影响：github.com/modelcontextprotocol/go-sdk v0.4.0 (high 8.1), go.opentelemetry.io/otel v1.38.0 (high 7.5), go.opentelemetry.io/otel/sdk v1.38.0 (high 7.0)，另有 6 个
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
17.5/40没有长期未处理的公告 — 8 个携带公告的软件包超过 90 天未处理；最早一条发布于 169 天前
所用输入
sourceosv
advisories89
affected_packages18
assessed_packages123
unassessed_packages0
affected_by_severitycritical 2, high 6, moderate 8, unknown 2
direct_affected_packages9
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 123 个已解析依赖与 OSV 比对。 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。

87优秀 · 占总体的 0%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — AGENTS.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 57 次人类提交中有 54 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share0.947
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes7,884

验证循环（构建 / 测试 / 类型检查）

79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
11/11静态类型检查 — Go（静态类型）
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 57 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
7/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
所用输入
has_nix否
has_tests是
lockfilesgo.sum
has_dockerfile是
typed_language是
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configs—
agent_commit_share0
toolchain_manifestsgo.mod
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 — Go（静态类型）
55/55可控的文件大小 — 采样的 305 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes50,917
source_files_sampled305
oversized_source_files0

机器可读接口

100优秀
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — openapi.yaml
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_filesopenapi.yaml

关键数据

12GitHub 星标
1贡献者
57最近 12 个月提交数
7距最近推送天数
77发布版本数
1巴士系数（bus factor）
0开放议题
Go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

更多细节

Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
9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。

111222212026-012026-022026-02
主版本 0次版本 0修订 9
OpenSSF Scorecard 3.4 / 10
3.4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 19:37 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests16 out of 16 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
5Maintained7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities54 existing vulnerabilities detected
直接依赖 41
注册表软件包版本约束清单文件
Gogithub.com/asg017/sqlite-vec-go-bindingsv0.1.2go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.31.4go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.18.8go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.95.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3vectorsv1.4.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.41.3go.mod
Gogithub.com/aws/smithy-gov1.24.2go.mod
Gogithub.com/coreos/go-oidc/v3v3.15.0go.mod
Gogithub.com/go-git/go-git/v5v5.16.5go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.0go.mod
Gogithub.com/google/jsonschema-gov0.2.1-0.20250825175020-748c325cec76go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/johannesboyne/gofakes3v0.0.0-20250916175020-ebf3e50324d3go.mod
Gogithub.com/joho/godotenvv1.5.1go.mod
Gogithub.com/modelcontextprotocol/go-sdkv0.4.0go.mod
Gogithub.com/netflix/go-envv0.0.0-20220526054621-78278af1949dgo.mod
Gogithub.com/opensearch-project/opensearch-go/v4v4.5.0go.mod
Gogithub.com/pdfcpu/pdfcpuv0.11.1go.mod
Gogithub.com/slack-go/slackv0.23.1go.mod
Gogithub.com/spf13/cobrav1.9.1go.mod
Gogithub.com/spf13/pflagv1.0.7go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.opentelemetry.io/otelv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.38.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0go.mod
Gogo.opentelemetry.io/otel/metricv1.38.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.38.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.38.0go.mod
Gogo.opentelemetry.io/otel/tracev1.38.0go.mod
Gogolang.org/x/oauth2v0.34.0go.mod
Gogolang.org/x/syncv0.19.0go.mod
Gogolang.org/x/textv0.33.0go.mod
Gogolang.org/x/timev0.14.0go.mod
Gogoogle.golang.org/apiv0.258.0go.mod
Gogoogle.golang.org/genaiv1.49.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomodernc.org/sqlitev1.42.2go.mod
全部依赖 123

来自 GitHub 依赖图的完整解析依赖集合：41 个直接依赖与 82 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
Gogithub.com/asg017/sqlite-vec-go-bindingsv0.1.2直接
Gogithub.com/aws/aws-sdk-go-v2v1.41.3直接
Gogithub.com/aws/aws-sdk-go-v2/configv1.31.4直接
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.18.8直接
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2直接
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.95.0直接
Gogithub.com/aws/aws-sdk-go-v2/service/s3vectorsv1.4.3直接
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.41.3直接
Gogithub.com/aws/smithy-gov1.24.2直接
Gogithub.com/coreos/go-oidc/v3v3.15.0直接
Gogithub.com/go-git/go-git/v5v5.16.5直接
Gogithub.com/golang-jwt/jwt/v5v5.3.0直接
Gogithub.com/google/jsonschema-gov0.2.1-0.20250825175020-748c325cec76直接
Gogithub.com/google/uuidv1.6.0直接
Gogithub.com/johannesboyne/gofakes3v0.0.0-20250916175020-ebf3e50324d3直接
Gogithub.com/joho/godotenvv1.5.1直接
Gogithub.com/modelcontextprotocol/go-sdkv0.4.0直接
Gogithub.com/netflix/go-envv0.0.0-20220526054621-78278af1949d直接
Gogithub.com/opensearch-project/opensearch-go/v4v4.5.0直接
Gogithub.com/pdfcpu/pdfcpuv0.11.1直接
Gogithub.com/slack-go/slackv0.23.1直接
Gogithub.com/spf13/cobrav1.9.1直接
Gogithub.com/spf13/pflagv1.0.7直接
Gogithub.com/stretchr/testifyv1.11.1直接
Gogo.opentelemetry.io/otelv1.38.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.38.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.38.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0直接
Gogo.opentelemetry.io/otel/metricv1.38.0直接
Gogo.opentelemetry.io/otel/sdkv1.38.0直接
Gogo.opentelemetry.io/otel/sdk/metricv1.38.0直接
Gogo.opentelemetry.io/otel/tracev1.38.0直接
Gogolang.org/x/oauth2v0.34.0直接
Gogolang.org/x/syncv0.19.0直接
Gogolang.org/x/textv0.33.0直接
Gogolang.org/x/timev0.14.0直接
Gogoogle.golang.org/apiv0.258.0直接
Gogoogle.golang.org/genaiv1.49.0直接
Gogopkg.in/yaml.v3v3.0.1直接
Gomodernc.org/sqlitev1.42.2直接
Gocloud.google.com/gov0.116.0间接
Gocloud.google.com/go/authv0.17.0间接
Gocloud.google.com/go/auth/oauth2adaptv0.2.8间接
Gocloud.google.com/go/compute/metadatav0.9.0间接
Godario.cat/mergov1.0.0间接
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.4间接
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.5间接
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.19间接
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.19间接
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.3间接
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.16间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.4间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.7间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.16间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.16间接
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.28.3间接
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.34.1间接
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.38.1间接
Gogithub.com/cenkalti/backoff/v5v5.0.3间接
Gogithub.com/clipperhouse/uax29/v2v2.2.0间接
Gogithub.com/cloudflare/circlv1.6.1间接
Gogithub.com/cyphar/filepath-securejoinv0.4.1间接
Gogithub.com/davecgh/go-spewv1.1.1间接
Gogithub.com/dustin/go-humanizev1.0.1间接
Gogithub.com/emirpasic/godsv1.18.1间接
Gogithub.com/felixge/httpsnoopv1.0.4间接
Gogithub.com/go-git/gcfgv1.5.1-0.20230307220236-3a3c6141e376间接
Gogithub.com/go-git/go-billy/v5v5.6.2间接
Gogithub.com/go-jose/go-jose/v4v4.1.3间接
Gogithub.com/go-logr/logrv1.4.3间接
Gogithub.com/go-logr/stdrv1.2.2间接
Gogithub.com/golang/groupcachev0.0.0-20241129210726-2c02b8208cf8间接
Gogithub.com/google/go-cmpv0.7.0间接
Gogithub.com/google/s2a-gov0.1.9间接
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.7间接
Gogithub.com/googleapis/gax-go/v2v2.15.0间接
Gogithub.com/gorilla/websocketv1.5.3间接
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.27.2间接
Gogithub.com/hhrutter/lzwv1.0.0间接
Gogithub.com/hhrutter/pkcs7v0.2.0间接
Gogithub.com/hhrutter/tiffv1.0.2间接
Gogithub.com/inconshreveable/mousetrapv1.1.0间接
Gogithub.com/jbenet/go-contextv0.0.0-20150711004518-d14ea06fba99间接
Gogithub.com/kevinburke/ssh_configv1.2.0间接
Gogithub.com/mattn/go-isattyv0.0.20间接
Gogithub.com/mattn/go-runewidthv0.0.19间接
Gogithub.com/microsoft/go-winiov0.6.2间接
Gogithub.com/ncruces/go-sqlite3v0.17.1间接
Gogithub.com/ncruces/go-strftimev0.1.9间接
Gogithub.com/ncruces/juliandayv1.0.0间接
Gogithub.com/pjbgf/sha1cdv0.3.2间接
Gogithub.com/pkg/errorsv0.9.1间接
Gogithub.com/pmezard/go-difflibv1.0.0间接
Gogithub.com/protonmail/go-cryptov1.1.6间接
Gogithub.com/remyoudompheng/bigfftv0.0.0-20230129092748-24d4a6f8daec间接
Gogithub.com/ryszard/goskiplistv0.0.0-20150312221310-2dfbae5fcf46间接
Gogithub.com/sergi/go-diffv1.3.2-0.20230802210424-5b0b94c5c0d3间接
Gogithub.com/skeema/knownhostsv1.3.1间接
Gogithub.com/stretchr/objxv0.5.2间接
Gogithub.com/tetratelabs/wazerov1.11.0间接
Gogithub.com/xanzy/ssh-agentv0.3.3间接
Gogithub.com/yosida95/uritemplate/v3v3.0.2间接
Gogo.opentelemetry.io/auto/sdkv1.2.1间接
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.61.0间接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.38.0间接
Gogo.opentelemetry.io/proto/otlpv1.7.1间接
Gogo.shabbyrobe.org/gocovmergev0.0.0-20230507111327-fa4f82cfbf4d间接
Gogolang.org/x/cryptov0.47.0间接
Gogolang.org/x/expv0.0.0-20250620022241-b7579e27df2b间接
Gogolang.org/x/imagev0.32.0间接
Gogolang.org/x/netv0.48.0间接
Gogolang.org/x/sysv0.40.0间接
Gogolang.org/x/toolsv0.40.0间接
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20251022142026-3a174f9686a8间接
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20251213004720-97cd9d5aeac2间接
Gogoogle.golang.org/grpcv1.77.0间接
Gogoogle.golang.org/protobufv1.36.11间接
Gogopkg.in/warnings.v0v0.1.2间接
Gogopkg.in/yaml.v2v2.4.0间接
Gomodernc.org/libcv1.66.10间接
Gomodernc.org/mathutilv1.7.1间接
Gomodernc.org/memoryv1.11.0间接
依赖安全公告 18

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 123 个包，其中也包含从不交付的开发与测试版本固定：18 个存在已知公告，9 个为直接依赖。

软件包版本关系严重程度公告数修复版本
golang.org/x/cryptov0.47.0间接严重270.52.0
google.golang.org/grpcv1.77.0间接严重31.82.1
github.com/modelcontextprotocol/go-sdkv0.4.0直接高81.4.1
go.opentelemetry.io/otelv1.38.0直接高11.41.0
go.opentelemetry.io/otel/sdkv1.38.0直接高31.43.0
github.com/go-git/go-billy/v5v5.6.2间接高26.0.0-alpha.1
github.com/go-jose/go-jose/v4v4.1.3间接高24.1.4
golang.org/x/imagev0.32.0间接高100.43.0
github.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.37.2直接中21.97.3
github.com/aws/aws-sdk-go-v2/service/s3v1.95.0直接中21.97.3
github.com/go-git/go-git/v5v5.16.5直接中106.0.0-alpha.4
go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.38.0直接中21.43.0
go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.38.0直接中21.43.0
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.4间接中21.97.3
github.com/cloudflare/circlv1.6.1间接中21.6.3
golang.org/x/netv0.48.0间接中91.26.3
golang.org/x/textv0.33.0直接未知10.39.0
golang.org/x/sysv0.40.0间接未知10.44.0

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
{
  "data": {
    "repo": {
      "topics": [
        "rag",
        "vector",
        "aws",
        "bedrock",
        "markdown",
        "opensearch",
        "s3-vectors",
        "cli",
        "csv",
        "gemini",
        "golang",
        "hybrid-search",
        "mcp-server",
        "oidc",
        "opentelemetry",
        "pdf",
        "slack-bot",
        "sqlite-vec",
        "webui"
      ],
      "is_fork": false,
      "size_kb": 17504,
      "has_wiki": true,
      "homepage": "https://ca-srg.dev",
      "languages": {
        "Go": 2042963,
        "CSS": 11144,
        "HCL": 65755,
        "HTML": 9415,
        "Shell": 6809,
        "Python": 962,
        "Smarty": 1907,
        "Makefile": 7824,
        "JavaScript": 4138
      },
      "pushed_at": "2026-07-15T15:06:25Z",
      "created_at": "2025-08-18T15:57:33Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-15T15:03:54Z",
      "description": "CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "Organization",
      "login": "ca-srg",
      "company": null,
      "location": null,
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/74949145?v=4",
      "created_at": "2020-11-24T05:30:37Z",
      "is_verified": null,
      "public_repos": 3,
      "account_age_days": 2066
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
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          "kind": "patch",
          "published_at": "2026-07-15T15:08:45Z"
        },
        {
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          "kind": "patch",
          "published_at": "2026-07-15T12:48:03Z"
        },
        {
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          "kind": "patch",
          "published_at": "2026-06-24T10:23:30Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2026-06-19T11:35:51Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-06-18T08:08:50Z"
        },
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      ],
      "recent_commits": [
        {
          "oid": "9bc8ba2290868ff1a8135d62eb334055d602883f",
          "body": "…先 (#68)\n\n* feat(mcpserver): return Slack URL fetches directly without document search\n\nWhen a Slack permalink resolves, skip hybrid document search and return\nreferenced_slack_urls with thread replies first so MCP clients prioritize\nthe referenced conversation over unrelated document hits.\n\n* docs: add PR description for Slack URL direct fetch\n\n* fix(mcpserver): address Slack direct fetch review feedback\n\n* fix(mcpserver): preserve direct fetch enrichments",
          "is_bot": false,
          "headline": "feat(mcpserver): Slack URL 取得成功時は文書検索をスキップして referenced_slack_urls を優…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-07-15T15:02:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96d087be823682eda90d5b91d47d66b7f7c18194",
          "body": "…nning (#67)\n\n* fix(mcp): enable Slack URL fetch without search and tighten retry planning\n\nAllow MCP hybrid search to resolve Slack message URLs with only a bot token,\nstop falling back after successful MCP tool planning, and ignore URL fragments\nwhen extracting BM25 critical phrases.\n\n* fix: anonymize Slack test data\n\n* fix(mcpclient): retry failed planned calls\n\n* fix(mcp): harden Slack URL handling\n\n* fix: harden URL and plan result handling",
          "is_bot": false,
          "headline": "fix(mcp): enable Slack URL fetch without search and tighten retry pla…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-07-15T12:44:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc032c00b88da3c324294001184ca838a4bcc481",
          "body": "* fix(slackbot): enforce Slack Block Kit text and block limits\n\nSplit long section text, truncate context text, and cap message blocks so Slack API rejects fewer oversized replies.\n\n* refactor(slackbot): split newContextTextBlock line to meet 140-char limit",
          "is_bot": false,
          "headline": "fix(slackbot): enforce Slack Block Kit text and block limits (#66)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-07-15T09:18:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4072314b1082c1e0fc018f5a260e056f1326bd71",
          "body": "* feat(mcpclient): add safe MCP retry planning\n\n* fix(mcpclient): satisfy nilaway retry guards\n\n* fix(mcpclient): respect maxTools during initial planning\n\n* fix(mcpclient): carry maxTools budget into fallback",
          "is_bot": false,
          "headline": "feat(mcpclient): add safe MCP retry planning (#65)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-06-24T10:20:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76c6bfb5df454fe5d29e2a9e15c0c53c02e74e62",
          "body": "* feat: add MCP client config support\n\n* style(config): lowercase secrets manager in errors\n\n* style(config): lowercase secret string error terms\n\n* fix(mcpclient): guard selected tool lookup",
          "is_bot": false,
          "headline": "feat: add MCP client config support (#64)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-06-19T11:31:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ca4e3bd8b2353615516dd7b271695b50ebdcf5e",
          "body": "* feat(slacksearch): support assistant search action tokens\n\n* fix(slacksearch): address assistant search review feedback\n\n* fix(slackbot): require user token or socket mode for slack search\n\n* fix(slacksearch): filter bot-authored assistant results and redact event logs\n\n* ci: align golangci-lint-action version comment with pinned sha",
          "is_bot": false,
          "headline": "feat(slacksearch): support assistant search action tokens (#63)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-06-11T11:28:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfb84f9592818c169841fba32c20469017b8b383",
          "body": "…tering (#62)\n\nSlackbot was responding repeatedly to the same user message in two cases:\n- Slack redelivered the same Events API event (Ack timeout, ws reconnect)\n- The bot's own reply, including a stray mention, retriggered processing\n  through thread history reseeding\n\nDefenses added:\n- eventDedup\n[…]\nauthored history entirely instead of\n  truncating; tests updated to assert the new semantics\n- SocketBot only forces thread TS when threading is enabled, matching the\n  documented enable_thread option",
          "is_bot": false,
          "headline": "fix(slackbot): prevent reply loops via event dedup and bot-origin fil…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-30T08:53:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8039a5e3e51f372fb5fb0293202809284e01e19b",
          "body": "…f aborting the cycle (#61)\n\nA single CSV file in the scan set that does not match any pattern in\ncsv-config.yaml used to abort the entire vectorization cycle, preventing\nall other files (including brand new / modified markdown) from being\nindexed. In follow mode on production this meant every 5-min\n[…]\nhe existing csv reader test to assert on ErrNoCSVConfig via\n  errors.Is, and add expand_csv_test.go covering skip behaviour, error\n  propagation for non-config errors, and the all-unmatched edge case.",
          "is_bot": false,
          "headline": "fix(vectorizer): skip CSV files without matching csv-config instead o…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-21T07:25:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2504e511a4776f414b114040392e8fb14677703c",
          "body": "* fix(opensearch): exclude embeddings from bm25 and vector sources\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* fix(opensearch): exclude embeddings from term query sources\n\nUltraworked with [Sisyphus](https://\n[…]\na\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "fix: strip embedding fields from search responses (#60)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-17T11:01:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa2a83afbd77da83ffd0d0cf18bc67e475617881",
          "body": null,
          "is_bot": false,
          "headline": "feat(release): add MCPB quick-start guide to release notes header",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:48:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97048866a20cd065b00986b5d0a242d1db500932",
          "body": null,
          "is_bot": false,
          "headline": "fix(mcpb): switch transport from SSE to Streamable HTTP",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:37:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f902ee1c7070e415f271fce20d29fc7e931ec976",
          "body": null,
          "is_bot": false,
          "headline": "fix(mcpb): remove --sse-url flag from mcp-proxy invocation",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:29:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4095632666060f734031014e58007ba7a37cbbc3",
          "body": null,
          "is_bot": false,
          "headline": "feat: add MCPB bundle build and release upload to CI",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-15T13:19:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d5d45ad677ba62cfb1650f635e5b82d992ae110",
          "body": null,
          "is_bot": false,
          "headline": "feat(slackbot): enhance search result context formatting",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-14T10:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18aefdf06dbf27fa68c269f113dc63a3c5e67522",
          "body": "…(#59)\n\n- Add author field to CSV config metadata mapping\n- Add author to BM25 and hybrid search default fields\n- Include author in MCP hybrid search response\n- Skip generic metadata extraction for CSV files (same as PDF)\n- Move CSV expansion from VectorizeMarkdownFiles to VectorizeFiles\n  to suppor\n[…]\nmethod for in-memory CSV content processing\n- Default CreatedAt/UpdatedAt timestamps when empty\n- Build context text with title/author/category headers for richer\n  search results in chat/query output",
          "is_bot": false,
          "headline": "feat: add author metadata support and improve CSV/vectorize pipeline …",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-14T09:17:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce300e4ae464ceb7785449bdc3211134a48b59ea",
          "body": null,
          "is_bot": false,
          "headline": "[ci skip] .DS_Store",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-06T06:54:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4688020f0d06fbdf6bcfcbbdde6771bda66a49dd",
          "body": null,
          "is_bot": false,
          "headline": "[ci skip] openapi.yaml",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-04-06T06:54:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d6098ce0d9571a5fe9c933786dc895d2f4b8b16",
          "body": "* feat(pdf): add OCR prompt composition and file loading helpers with tests\n\n* docs: add ocr-prompt-template.md and gitignore ocr-prompt.md\n\n* feat(pdf): wire custom prompt into Bedrock and Gemini OCR clients\n\n* feat(vectorize): add --ocr-prompt-file flag for custom OCR prompt\n\n* feat(ingestion): ad\n[…]\ndisplay metadata alongside vector keys\n- Add unit tests for secret field parsing, propagation, and reader output\n\n* docs: document --ocr-prompt-file usage, secret field, and custom OCR prompt examples",
          "is_bot": false,
          "headline": "feat: add custom OCR prompt support and secret metadata field (#58)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-03T10:23:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea7317d742646840df2ea3bf9aa31193fb785490",
          "body": "* fix(ingestion): preserve PDF bytes for S3 vectorization\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* fix(terraform): install kuromoji plugin during ragent init\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "Fix S3 PDF ingestion and install kuromoji during ragent init (#57)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-04-02T10:59:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5413b2eeedc5954416af39a469d7bb55c47f895",
          "body": null,
          "is_bot": false,
          "headline": "refactor(ragent): use correct shell variable expansion in init script",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T13:06:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e951e4ad2eef983188c21236bc28a4b80c263613",
          "body": null,
          "is_bot": false,
          "headline": "fix(terraform): exclude minimal AMI from AL2023 AMI filter",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T12:42:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63708c8b915d808cfcf233edfb5b2c5d652c8a6e",
          "body": null,
          "is_bot": false,
          "headline": "build(terraform): add create_before_destroy to security groups",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T10:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1ff0caace893ec3017a1ad2b26b88ebd40f55e7",
          "body": "…ort (#56)",
          "is_bot": false,
          "headline": "refactor(terraform): add name_prefix variable for multi-instance supp…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-31T08:33:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afc95c1cdd5b2b7605ac3a1b433181340ed9a651",
          "body": "…nit customization (#55)\n\nAllow consumers to override systemd service units via standard drop-in\nfiles without forking the module. Overrides are written to\n/etc/systemd/system/<service>.service.d/override.conf during cloud-init.\n\nAlso fix pre-existing test failures caused by missing required\ncertificate_arn variable in all test files.",
          "is_bot": false,
          "headline": "feat(terraform): add systemd_service_overrides variable for drop-in u…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-25T09:14:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbd4edf2355b52a4768bff4d707b597bcea16f92",
          "body": null,
          "is_bot": false,
          "headline": "refactor(aws/ragent): improve EC2 instance configuration",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T17:06:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0fa012e78f7517ad98a3caf90762e1ecbf348bf",
          "body": "Add Terraform example for deploying RAGent on EC2 with full configuration including VPC, security groups, and instance setup. Update .gitignore to exclude .terraform directories and binary artifacts.",
          "is_bot": false,
          "headline": "feat(terraform): add RAGent EC2 complete example",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T16:58:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed8bcd920ad9c33d2890448d599052ee0261d315",
          "body": "The .gitignore rule 'ragent*' was too broad, causing ragent-init.sh.tpl\nand ragent-init.service.tpl to be excluded from the repository while\nec2.tf references them via templatefile(). Changed the rule to '/ragent'\nto only ignore the binary at the project root.",
          "is_bot": false,
          "headline": "fix(terraform): add missing ragent-init templates excluded by gitignore",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-24T16:18:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f768c127756e0e930cae07eb220fbc72b8b7c2f3",
          "body": "…iggers (#54)",
          "is_bot": false,
          "headline": "feat(slacksearch): add EscapeSlackMentions to prevent notification tr…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-19T07:09:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7da374a62ef37cf48b1286d0fc1f84b58e3b3167",
          "body": "Add Terraform module and examples deploying RAGent on AWS:\n- EC2 + S3 Vectors deployment example\n- EC2 + SQLite deployment example\n- Fargate + S3 Vectors deployment example\n- Module supports ALB, IAM, OpenSearch, S3 Vectors, Secrets Manager\n- Include Terraform tests for validation\n\nAlso update AGENTS.md with terraform instructions and add\nsecret-template.json for environment variable management.",
          "is_bot": false,
          "headline": "feat(terraform): add AWS deployment module for RAGent (#53)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-18T14:10:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d61eb4567c39dc8035881639669221f74537045",
          "body": null,
          "is_bot": false,
          "headline": "feat(webui): inject 'secret: true' into markdown front matter",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T16:59:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2275c9c4f0b688a129cf8c6c7425d8d924e207f7",
          "body": "…#52)\n\n* feat(slacksearch): add explicit control directives for Slack search\n\nAdd support for explicit Slack search control via natural language directives\nin user queries. Users can now specify 'Slack検索を利用せず' / 'without slack search'\nto disable Slack search, or 'Slack検索を利用して' / 'with slack search' \n[…]\nm YAML frontmatter\n(bool and string values) and include it in reserved fields list.\nAlso increase E2E matrix index creation retries (5→10, 3s→5s) to\nreduce flaky failures from slow OpenSearch startup.",
          "is_bot": false,
          "headline": "feat(slacksearch): add explicit control directives for Slack search (…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T15:27:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e6ecfc8be7fad1d47deaf96564ee57aa03184cf9",
          "body": null,
          "is_bot": false,
          "headline": "fix(oidc_auth): clarify transport option in add command",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T14:25:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1717b9b9f20edab0030bff1f0bc437594ab72e8c",
          "body": null,
          "is_bot": false,
          "headline": "feat(webui): add static asset cache-busting with content hash (#51)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T11:10:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7c4072bbca4c0b58c709f884917af8d58a0f146",
          "body": null,
          "is_bot": false,
          "headline": "feat(auth): enrich bypass requests with OIDC token info",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T09:15:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44d40e25998365caaaaf3833cc5987412641f329",
          "body": "…#50)\n\n* feat(webui): add upload secret metadata and refactor dashboard deps\n\n- Add Secret field to DocumentMetadata for marking sensitive uploads\n- Implement applyUploadSecretMetadata helper for upload source type\n- Add secret checkbox to WebUI upload form with CSRF protection\n- Propagate secret me\n[…]\nmically\nmaps it as text type. Term queries require exact match on keyword fields,\ncausing zero results. Category is explicitly mapped as keyword in the\nindex, ensuring the term filter works correctly.",
          "is_bot": false,
          "headline": "feat(webui): add upload secret metadata and refactor dashboard deps (…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-17T08:42:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1edf4117b319fe230272b75f8ed23c6abd0f581",
          "body": "* feat(webui): add dashboard file upload feature\n\n- Add UploadResult, UploadResponse types and upload constants to types.go\n- Implement POST /api/upload handler with multipart processing\n- Add sanitizeFilename, isAllowedExtension helpers\n- Add vectorizeUploadedFiles for targeted vectorization (no Sc\n[…]\ngo\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "refactor: vertical slice architecture (#49)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:28:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8ef32ff97cd594516d700d1ec247b7f310e1e50",
          "body": "GITHUB_TOKEN (github-actions[bot]) cannot approve environment\ndeployments because it is not a required reviewer on the e2e-test\nenvironment. Use PAT_TOKEN which authenticates as a reviewer.",
          "is_bot": false,
          "headline": "fix(ci): use PAT_TOKEN for auto-approve environment deployments",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:21:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cbf18b047f146541eb78a1a6b02abf2c1c74743",
          "body": "GITHUB_TOKEN authenticates as github-actions[bot] which is not\na listed reviewer on the e2e-test environment, so\ncurrent_user_can_approve is always false. Remove the filter and\napprove all pending environment IDs directly.\n\nAlso add early exit when the target E2E run is already\ncompleted/cancelled to avoid 3-min timeout.",
          "is_bot": false,
          "headline": "fix(ci): remove current_user_can_approve filter from auto-approve",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T15:14:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9287977e68469748ae977ef3cce1d04b3c0ceb96",
          "body": "…-server (#48)\n\n- Extract domain interfaces (FileScanner, Vectorizer) into internal/pkg/domain/\n- Move rate_limit.go and slack_result.go from slackbot to slacksearch package\n- Remove standalone webui command and integrate dashboard into mcp-server\n- Add --enable-dashboard and --dashboard-directory flags to mcp-server\n- Add SearchOptions struct to slacksearch types\n- Consolidate shared types across ingestion, query, and slacksearch packages",
          "is_bot": false,
          "headline": "refactor: extract domain types and integrate webui dashboard into mcp…",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-16T07:35:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6a9d3e481ef9aefbd9344e0dd50ef4b6e7c322e",
          "body": "* feat(slackbot): add progress notification for user actions\n\n* fix: add missing SetAssistantThreadsStatusContext to fakeClient mock\n\n- Add SetAssistantThreadsStatusContext method to fakeClient in contract tests\n- Fixes test compilation error after SlackClient interface was updated\n- Also includes g\n[…]\nved).\n\n* fix(ci): retry approval POST until success or 3 min timeout\n\nMerge GET polling and POST into a single retry loop (36 × 5 s).\nHandles both pending-not-yet-created and POST-422 race conditions.",
          "is_bot": false,
          "headline": "feat(slackbot): add progress notification for user actions (#47)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-12T11:07:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d3b5fe8db036d0cce4c892e9d76d313f20e91cff",
          "body": "* feat(cmd): add --export-eval flags to mcp-server and slack-bot commands\n\n* feat(mcpserver): add eval export to hybrid and slack search handlers\n\n* feat(slackbot): add eval export to search adapters\n\n* feat(ci): add auto-approve workflow for E2E tests\n\n* chore(ci): use ubuntu-slim runner for auto-approve workflow",
          "is_bot": false,
          "headline": "feat: add --export-eval flags to mcp-server and slack-bot commands (#46)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T14:41:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4a1493ebc9bec4bf70882bedcd9036491f22e34",
          "body": "* feat(evalexport): add JSONL eval export to chat and query commands\n\n- Add internal/pkg/evalexport package with EvalRecord types and append-only JSONL writer\n- Add --export-eval / --export-eval-path flags to chat and query commands\n- Integrate export logic into query_command.go runHybridSearch/runO\n[…]\nck to model default\n- Update README.md and README_ja.md with documentation\n\n* fix: resolve lint errors (errcheck, staticcheck, unused)\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(embedding): add EMBEDDING_DIMENSION config option (#45)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T12:28:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4212394b4400ae0e3a32503f80a3c4b58690c03b",
          "body": "* feat(evalexport): add JSONL eval export to chat and query commands\n\n- Add internal/pkg/evalexport package with EvalRecord types and append-only JSONL writer\n- Add --export-eval / --export-eval-path flags to chat and query commands\n- Integrate export logic into query_command.go runHybridSearch/runO\n[…]\ner\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(evalexport): add JSONL eval export to chat and query commands (#44)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-11T08:14:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "088732d231e285a367d536a13250adfecdac562b",
          "body": "* feat(ocr): add Vertex AI support for Gemini OCR client\n\nAdd Application Default Credentials (ADC) support for Gemini OCR,\nenabling use of Vertex AI backend alongside existing API key auth.\n\nChanges:\n- Support both API key and ADC authentication methods\n- Add GEMINI_GCP_PROJECT and GEMINI_GCP_LOCAT\n[…]\ngestion): remove unused gemini model test\n\n* feat(lint): add nilaway to CI and linting configuration\n\n* chore: remove nilaway configuration and script\n\n* chore(ci): integrate zizmor into lint workflow",
          "is_bot": false,
          "headline": "feat(ocr): add Vertex AI support for Gemini OCR client (#43)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-10T12:40:32Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "docs: add AWS Secrets Manager integration guide to README",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-09T10:46:26Z",
          "body_truncated": false,
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        },
        {
          "oid": "9b622b2f67405095ce665915c6e3a5d1490ac54b",
          "body": "…(#42)\n\n* feat(config): add Secrets Manager fallback for env vars\n\n- Add SecretsManagerClient interface and LoadSecretsIntoEnv helper\n- Use sync.Once to ensure SM is fetched at most once per process\n- Existing env vars take priority over SM values (never overwritten)\n- Integrate into Load() and Load\n[…]\nnvironment requirement to allow tests without approval\n\n* fix(config): disable Secrets Manager in config tests to prevent CI failures\n\n* fix(ingestion): add minimum interval validation for follow mode",
          "is_bot": false,
          "headline": "feat(config): add Secrets Manager fallback for environment variables …",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-09T10:40:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a3c2a84bcd3ff68bb34740c6446f78895d8a6347",
          "body": "* test: add PDF fixture for OCR E2E tests\n\n* test: add 12-pattern E2E backend matrix tests\n\n* ci: add matrix strategy for E2E backend patterns\n\n* test: fix silent error handling in cleanup helpers\n\n* test: add E2E backend matrix tests for comprehensive coverage\n\n- Add 12-pattern E2E test matrix cove\n[…]\n from struct tag\n\n* refactor(ingestion): update default OCR model ID\n\n* refactor(ingestion/pdf): update default model ID prefix\n\n* fix(ci): add retry to matrix index creation to prevent flaky failures",
          "is_bot": false,
          "headline": "test: add E2E backend matrix tests for comprehensive coverage (#41)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T16:52:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "155927d0c91c1658c3b101f38932cbbc3a0baa01",
          "body": "* chore(deps): add godotenv for config test helpers\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* feat(bedrock): add bearer token AWS config builder\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/o\n[…]\nig\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(bedrock): add shared auth config for region and bearer token (#40)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T11:28:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "589ab2735118ab42414d8873a71e510bfc67260b",
          "body": "* refactor(vectorizer): rename S3VectorClient to VectorStore interface\n\n- Rename S3VectorClient -> VectorStore in interfaces.go\n- Rename GetBucketInfo -> GetBackendInfo\n- Add DeleteAllVectors(ctx) (int, error) to VectorStore interface\n- Update all consumers to use VectorStore\n- Add static assertion \n[…]\nhuslabs.ai>\n\n* fix: resolve golangci-lint errors across sqlitevec and pdf packages\n\n* fix: check store.Close error in integration test\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat: add sqlite-vec as alternative vector storage backend (#39)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T08:38:40Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "fix: resolve golangci-lint errors across sqlitevec and pdf packages",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T08:26:28Z",
          "body_truncated": false,
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          "oid": "365d9cc1e9498c585b7f23f46bdc1db48dd8fcfb",
          "body": "- Use modernc.org/sqlite (CGO-free) instead of ncruces WASM\n  (ncruces WASM fails with i32.atomic.store incompatibility)\n- Regular TABLE with BLOB embedding storage (no vec0 extension needed)\n  vec0 requires C extension which conflicts with CGO-free goal\n- Implement all VectorStore methods:\n  StoreVector (float64→float32→BLOB), ValidateAccess,\n  ListVectors (with LIKE prefix escaping),\n  DeleteVector, DeleteAllVectors, GetBackendInfo\n- 15 tests all passing (TDD)",
          "is_bot": false,
          "headline": "feat(sqlitevec): implement VectorStore interface for sqlite-vec",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T07:16:18Z",
          "body_truncated": false,
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        {
          "oid": "a1ec79c3c52d77eff109e9b5549a110efc340fb1",
          "body": "- Add github.com/ncruces/go-sqlite3 v0.30.5 (WASM SQLite driver)\n- Add github.com/asg017/sqlite-vec-go-bindings v0.1.6\n- Add tools.go to keep deps in go.mod before active imports\n- modernc.org/sqlite remains for hashstore",
          "is_bot": false,
          "headline": "chore(deps): add ncruces/go-sqlite3 and sqlite-vec-go-bindings",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "c299b2b23bd933d4203a5a819ca4d04893e78765",
          "body": "- Add VectorDBBackend field (default=s3)\n- Add SqliteVecDBPath field (default=~/.ragent/vectors.db)\n- Remove required=true from AWS_S3_VECTOR_BUCKET, AWS_S3_VECTOR_INDEX\n- Add runtime validation: s3 backend requires bucket/index\n- Add config tests for new validation logic",
          "is_bot": false,
          "headline": "feat(config): add VECTOR_DB_BACKEND and SQLITE_VEC_DB_PATH settings",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:37Z",
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          "is_coding_agent": false
        },
        {
          "oid": "27668a2001ed7df3aee4d1d0381b29107a4404aa",
          "body": "- Rename S3VectorClient -> VectorStore in interfaces.go\n- Rename GetBucketInfo -> GetBackendInfo\n- Add DeleteAllVectors(ctx) (int, error) to VectorStore interface\n- Update all consumers to use VectorStore\n- Add static assertion in S3VectorService",
          "is_bot": false,
          "headline": "refactor(vectorizer): rename S3VectorClient to VectorStore interface",
          "author_name": "rluisr",
          "author_login": "rluisr",
          "committed_at": "2026-03-07T06:54:30Z",
          "body_truncated": false,
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          "body": "* ci: add zizmor GHA security scanner\n\n- Add pre-commit hook with zizmor-pre-commit (v1.22.0)\n\n- Add GitHub Actions workflow to run zizmor on non-main branch pushes\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* \n[…]\nd.\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "ci: add zizmor GHA security scanner (#37)",
          "author_name": "Hasegawa Takuya",
          "author_login": "rluisr",
          "committed_at": "2026-03-06T19:34:39Z",
          "body_truncated": true,
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          "body": "* feat(ingestion): add PDF domain types, config fields, and scanner detection\n\nUltraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-Claude)\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>\n\n* feat(pdf): implement Bedrock OCR client and PDF page reader\n\nUltraworked with [Sisyphus](\n[…]\ns)\n- Add configurable OCR_MAX_TOKENS, OCR_CONCURRENCY, GEMINI_API_KEY settings\n- Update README/README_ja with Gemini OCR documentation\n\n---------\n\nCo-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>",
          "is_bot": false,
          "headline": "feat(pdf): add Gemini OCR provider and improve batch processing (#36)",
          "author_name": "Hasegawa Takuya",
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          "headline": "Initial commit: RAGent - RAG system CLI tool",
          "author_name": "rluisr",
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          "committed_at": "2026-03-03T09:16:43Z",
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                "key": "openssf_scorecard_signed_releases",
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              "has_readme": true,
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              {
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      {
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                "key": "bus_factor",
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                "key": "commit_distribution",
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              {
                "key": "contributor_breadth",
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                    "code": "contributors_sampled",
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                ],
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              {
                "key": "openssf_scorecard_contributors",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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              "merged_prs": 65,
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              "issue_closed_ratio": 1,
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                "key": "issue_resolution",
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                    "code": "issues_closed_share",
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                      "share": 100
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
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                    "code": "decided_prs_merged",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
            "key": "stewardship",
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            "notes": [],
            "value": 48,
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              "followers": 1,
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              "is_verified": null,
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            "components": [
              {
                "key": "ownership_backing",
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                "details": [
                  {
                    "code": "owner_organization",
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                "max_points": 30
              },
              {
                "key": "verified_domain",
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                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of ca-srg",
                "points": 2.2,
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                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3 public repos, account ~5 yr old",
                "points": 15.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/ca-srg/ragent"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 7
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
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                    "code": "packages_published",
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                "max_points": 25
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                "key": "publish_recency",
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                "max_points": 35
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                "key": "version_history",
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                "key": "not_deprecated",
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                "max_points": 20
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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": "engineering_practices",
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                "key": "ci_workflows",
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                "max_points": 24
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              {
                "key": "linter_config",
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              {
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                "key": "openssf_scorecard_ci_tests",
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          {
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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                "key": "branch_protection",
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                "key": "ci_tests",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
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                "points": 0,
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                "key": "code_review",
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              {
                "key": "contributors",
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              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "54 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 123 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 123
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              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
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              "affected_packages": 18,
              "assessed_packages": 123,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 6, moderate 8, unknown 2",
              "direct_affected_packages": 9
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
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                "status": "met",
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      },
      {
        "key": "ai_readiness",
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        "weight": 0,
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                "details": [],
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              },
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "typed_language": true,
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              "toolchain_manifests": [
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}

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与 ca-srg/ragent 共享目录标签或生态系统的已检测仓库。 并排阅读 →

84google-gemini/gemini-cliAn open-source AI agent that brings the power of Gemini directly into your terminal.良好88pulumi/lumiPulumi - Infrastructure as Code in any programming language 🚀优秀88pulumi/pulumi-fabricPulumi - Infrastructure as Code in any programming language 🚀优秀88marapongo/muPulumi - Infrastructure as Code in any programming language 🚀优秀88pulumi/coconutPulumi - Infrastructure as Code in any programming language 🚀优秀88cli/cliGitHub’s official command line tool优秀

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 — Go.