dsh-github-intelligence

English · 中文

The most comprehensive developer-intelligence integration for DeepSeek Harness: 196+ read-only tools across 16 external ecosystems plus the dsh registry itself — GitHub, GitLab, Gitee, npm, PyPI, crates.io, Docker Hub, Hugging Face, Hacker News, Stack Overflow, Reddit, dev.to, RubyGems, NuGet, the Go module proxy, and ArXiv. No API key required, rate-limit-friendly TTL caching, cancellation, and UI cards.

Topic: dsh-plugin · Tested with dsh 0.1.0-rc.6 · Node 24 / pnpm 11

Tools

Tool	What it does
`github_repo`	Full repo overview: stars, forks, issues, language, license, topics, default branch, archived status, activity dates
`github_releases`	Recent releases with tag, date, pre-release flag, URL, body preview
`github_issues`	Recent issues by state (open/closed/all) — pull requests excluded automatically
`github_pulls`	Recent pull requests by state, including merge status
`github_contributors`	Top contributors by commit count
`github_search`	Repository search sorted by stars or last update
`github_repo_report`	One-shot deep report: overview + latest release + open issues + recent commits + top contributors
`github_compare`	Side-by-side comparison of two repositories with numeric deltas
`github_trending`	Recently created repositories sorted by stars (optional language filter)
`github_user_repos`	A user's top repositories by stars
`github_help`	Catalog of all 140+ tools — call it when unsure which tool to use

Beyond GitHub, the catalog also covers GitLab, Gitee, npm, PyPI, crates.io, Docker Hub, Hugging Face, Hacker News, Stack Overflow, Reddit, and the dsh plugin ecosystem itself (registry stats) — one install, one consistent tool style, one cache.

Example prompts:

"Give me a full report on deepseek-ai/deepseek-harness."
"What open issues does ollama/ollama have right now?"
"Who are the top contributors of openai/openai-python?"
"Find the top 5 TypeScript agent frameworks and compare their stars."

Install

dsh plugin --profile web add dsh-github-intelligence
# or, using the upstream CLI directly:
pnpm dlx @deepseek-ai/dsh plugin --profile web add dsh-github-intelligence

# standalone CLI (same catalog, for humans):
npm install -g dsh-github-intelligence

Then restart dsh web and ask your agent to use the tools above.

Configuration

All values are optional and set in cordis.yml:

Key	Type	Default	Description
`githubToken`	string	(none)	GitHub token to raise the anonymous 60 requests/hour limit. Never commit it.
`timeoutMs`	number	`10000`	Request timeout in milliseconds.
`defaultLimit`	number	`5`	Default result count when the model omits `limit`.
`bodyPreviewChars`	number	`500`	Maximum characters kept from a release body preview.
`cacheTtlMs`	number	`60000`	In-memory response cache TTL, so composed calls stay cheap.
`userAgent`	string	`dsh-github-intelligence/2.8.0`	User-Agent header sent to the GitHub API.

Why "most complete"

Breadth: 196+ tools across 16 external developer ecosystems plus the dsh registry — not just one endpoint.
Depth: github_repo_report composes repo facts into one canonical answer; github_weekly_digest answers "what happened this week"; arxiv_search searches the preprint literature (16th ecosystem); github_help makes the catalog self-discoverable.
Rate-limit friendly: every endpoint is wrapped in a short TTL cache; the deep report reuses cached sub-calls (4 HTTP requests, not 4+ per repetition).
Correctness: issues are filtered to exclude pull requests; every request honors exec.signal; anonymous rate limits and 429s produce actionable errors.
Verified: 47 tests, plus a real-network smoke for every v2.3.0..v2.8.0 tool (37 tools) and a live github_weekly_digest run, CI that installs the bundle into dsh web and boots it (see VERIFICATION.md).

⭐ If this helps your agent, a star helps the ecosystem find it. Feedback and issues are equally welcome.

What's new in v2.3.0

Plain list tools: github_repo_releases, github_repo_issues (pull requests filtered out), github_repo_pulls.
People & social: github_user_repositories, github_user_social_accounts, github_repo_contributors, github_repo_subscribers, github_repo_collaborators (with effective permission, requires push access).
Git, security & search: github_repo_git_refs (matching refs), github_repo_punch_card, github_repo_security_advisories, github_search_repositories.

What's new in v2.4.0

GitLab project depth: gitlab_project_issues, gitlab_project_merge_requests, gitlab_project_commits, gitlab_project_branches.
Gitee depth: gitee_repo_releases, gitee_repo_issues, gitee_repo_commits.
Stack Overflow: so_question_answers, so_top_tags — and the existing SO tools now send the required site param (real-API fix).
Reddit: reddit_subreddit_rising, reddit_subreddit_controversial (Reddit may block cloud IPs; works from residential networks).
New ecosystem dev.to: devto_articles, devto_article, devto_user.
npm: npm_package_dependencies (direct deps of the latest version).
Correctness fix: limit is now enforced locally — GitHub/GitLab/StackExchange ignore the query param and previously returned their full default page.

What's new in v2.5.0

Two new ecosystems: RubyGems (rubygems_search, rubygems_gem) and NuGet (nuget_search).
Bitbucket was probed and deliberately NOT shipped: the public Cloud API now returns 404/410 for anonymous access — an "it's documented as public" trap caught by real-API verification.

What's new in v2.6.0

New ecosystem: the official Go module proxy (go_module_latest).
More depth: crates_crate_versions (per-version downloads + yank status), gitee_repo_contributors, gitlab_project_tags, so_related_tags.
Also probed and rejected: Maven Central (search.maven.org timed out repeatedly) and Hugging Face /api/tags (now 401) — not shipped because they would fail in real use.

What's new in v2.7.0

New flagship composite tool: github_weekly_digest — one call answers "what happened this week in owner/repo" (releases + merged PRs + new issues + commits, filtered to a configurable look-back window).

What's new in v2.8.0

npm downloads depth: npm_downloads_last_day and npm_downloads_range (per-day downloads between two dates).
Also probed and rejected this round: Stack Exchange /search/answers (HTTP 400), crates.io dependencies endpoint (unreachable from this network), dev.to podcast episodes (unreachable) — not shipped.

Development

pnpm install
pnpm run build
pnpm test
pnpm pack

Demo (real output, 2026-08-15)

github_repo_report on deepseek-ai/deepseek-harness:

# deepseek-ai/deepseek-harness
deepseek-ai/deepseek-harness — DeepSeek Harness: Everything is a Plugin.
Stars: 98472 · Forks: 9214 · Open issues: 0 · Default branch: master
Language: TypeScript · License: MIT · Pushed: 2026-08-13
https://github.com/deepseek-ai/deepseek-harness

Latest release: none
Open issues: 0

Recent commits:
- 47f9438 Merge pull request #2519 from deepseek-harness/feat/npm-public (imccyu)
- abe560f release(dsh): 0.1.0-rc.5 (imccyu)
- 8c1e8d9 build(release): publish the dsh family publicly (imccyu)
- f26a6f6 Merge pull request #2520 from deepseek-harness/docs/paper (Tianyi Cui)
- 124aa5f Merge pull request #2521 from deepseek-harness/release/dsh-0.1.0-rc.3 (imccyu)

Top contributors: 1. tianyicui (5235) · 2. LegGasai (1361) · 3. imccyu (1168) · 4. Chinesezjc (587) · 5. turtle1999 (585)

One question answers: what is this repo, what did it ship, who maintains it, and is it alive.

License

中文

dsh-github-intelligence —— DeepSeek Harness 上最全面的开发者情报整合：196+ 只读工具，横跨 16 大外部生态 + dsh 注册表（GitHub、GitLab、Gitee、npm、PyPI、crates.io、Docker Hub、Hugging Face、Hacker News、Stack Overflow、Reddit、dev.to、RubyGems、NuGet、Go module proxy、ArXiv）。无需 API Key，内置 60 秒缓存，支持取消与 UI 卡片。

话题：dsh-plugin · 已在 dsh 0.1.0-rc.6 / Node 24 / pnpm 11 实测

工具

工具	功能
`github_repo`	仓库全景：星标、fork、issues、语言、许可证、话题、默认分支、归档状态、活跃时间
`github_releases`	最近 Release（tag、日期、预发布、链接、正文预览）
`github_issues`	按状态查 Issue（open/closed/all），自动排除 PR
`github_pulls`	按状态查 PR，含合并状态
`github_contributors`	按提交数排名的贡献者
`github_search`	按星标/更新时间搜索仓库
`github_repo_report`	深度报告：概览 + 最新 Release + open issues + 最近提交 + 头部贡献者
`github_compare`	两个仓库并排对比（含数值差量）
`github_trending`	近期新建仓库按星标排序（可按语言过滤）
`github_user_repos`	某用户星标最高的仓库
`github_help`	全部 140+ 工具目录，不确定时先问它

GitHub 之外，目录还覆盖 GitLab、Gitee、npm、PyPI、crates.io、Docker Hub、Hugging Face、Hacker News、Stack Overflow、Reddit 以及 dsh 插件生态自身（注册表统计）——一次安装，统一风格，统一缓存。

示例提问：

"给我一份 deepseek-ai/deepseek-harness 的完整报告"
"ollama/ollama 现在有哪些 open issue？"
"openai/openai-python 的头部贡献者是谁？"
"找 5 个 TypeScript agent 框架并按星标对比"

安装

dsh plugin --profile web add github:zoahdev/dsh-github-intelligence
dsh plugin --profile web add ./dsh-github-intelligence-1.0.0.tgz

为什么说"最完整"

覆盖面：196+ 工具、16 大外部生态 + dsh 注册表，不是单点工具；
深度：github_repo_report 一次回答"这个仓库到底怎么样"；github_help 让目录自发现；
周报：github_weekly_digest 一次回答"这个仓库这周发生了什么"；
省配额：所有接口带短 TTL 缓存，深度报告复用缓存子调用，一次只发 4 个请求；
正确性：Issue 自动排除 PR、全部请求支持取消、匿名限流/429 有明确提示；
验证：44 个测试 + v2.3.0..v2.8.0 全部 37 个新工具真实网络冒烟 + github_weekly_digest 真实运行 + CI 真实安装进 dsh web 并启动（见 VERIFICATION.md）。

⭐ 如果它帮到了你的 agent，一个 star 就能让整个生态更容易发现它。反馈和 issue 同样欢迎。

v2.3.0 新增

平铺列表工具：github_repo_releases、github_repo_issues（自动排除 PR）、github_repo_pulls；
人与社交：github_user_repositories、github_user_social_accounts、github_repo_contributors、github_repo_subscribers、github_repo_collaborators（含实际权限，需 push 权限 token）；
Git、安全与搜索：github_repo_git_refs（ref 前缀匹配）、github_repo_punch_card、github_repo_security_advisories、github_search_repositories。

v2.4.0 新增

GitLab 深度：gitlab_project_issues、gitlab_project_merge_requests、gitlab_project_commits、gitlab_project_branches；
Gitee 深度：gitee_repo_releases、gitee_repo_issues、gitee_repo_commits；
Stack Overflow：so_question_answers、so_top_tags；并修复既有 SO 工具缺 site 参数的真实 API 问题；
Reddit：reddit_subreddit_rising、reddit_subreddit_controversial（Reddit 可能屏蔽云 IP，家庭网络可用）；
新生态 dev.to：devto_articles、devto_article、devto_user；
npm：npm_package_dependencies（最新版直接依赖）；
正确性修复：limit 现在本地强制生效——GitHub/GitLab/StackExchange 会忽略该查询参数，之前会返回整页默认数量。

v2.5.0 新增

两个新生态：RubyGems（rubygems_search、rubygems_gem）与 NuGet（nuget_search）；
Bitbucket 已探测但故意不收录：公共 Cloud API 匿名访问现在返回 404/410——这是"文档写着公开、实际已关"的坑，真实 API 验证拦住了它。

v2.6.0 新增

新生态：官方 Go module proxy（go_module_latest）；
深度补强：crates_crate_versions（各版本下载量 + yank 状态）、gitee_repo_contributors、gitlab_project_tags、so_related_tags；
同样探测后拒绝：Maven Central（search.maven.org 反复超时）与 Hugging Face /api/tags（现在 401）——真实使用会挂，所以不收录。

v2.7.0 新增

新旗舰复合工具：github_weekly_digest——一次调用回答"owner/repo 这周发生了什么"（release + 合并 PR + 新 issue + 提交，可按天配置窗口）。

v2.8.0 新增

npm 下载深度：npm_downloads_last_day 与 npm_downloads_range（两个日期之间的每日下载量）；
本轮探测后拒绝：Stack Exchange /search/answers（HTTP 400）、crates.io 依赖端点（本网络不可达）、dev.to podcast（不可达）——不收录。

开发

pnpm install
pnpm run build
pnpm test
pnpm pack

演示（真实输出，2026-08-15）

github_repo_report 对 deepseek-ai/deepseek-harness 的实际结果：

# deepseek-ai/deepseek-harness
deepseek-ai/deepseek-harness — DeepSeek Harness: Everything is a Plugin.
Stars: 98472 · Forks: 9214 · Open issues: 0 · Default branch: master
Language: TypeScript · License: MIT · Pushed: 2026-08-13
https://github.com/deepseek-ai/deepseek-harness

Latest release: none
Open issues: 0

Recent commits:
- 47f9438 Merge pull request #2519 from deepseek-harness/feat/npm-public (imccyu)
- abe560f release(dsh): 0.1.0-rc.5 (imccyu)
- 8c1e8d9 build(release): publish the dsh family publicly (imccyu)
- f26a6f6 Merge pull request #2520 from deepseek-harness/docs/paper (Tianyi Cui)
- 124aa5f Merge pull request #2521 from deepseek-harness/release/dsh-0.1.0-rc.3 (imccyu)

Top contributors: 1. tianyicui (5235) · 2. LegGasai (1361) · 3. imccyu (1168) · 4. Chinesezjc (587) · 5. turtle1999 (585)

一次提问回答三件事：这仓库是什么、最近发了什么、谁在维护、还活着吗。

dsh-github-intelligence

Cài đặt

Mã nguồn

Thẻ

Readme

dsh-github-intelligence

Tools

Install

Configuration

Why "most complete"

What's new in v2.3.0

What's new in v2.4.0

What's new in v2.5.0

What's new in v2.6.0

What's new in v2.7.0

What's new in v2.8.0

Development

Demo (real output, 2026-08-15)

License

中文

工具

安装

为什么说"最完整"

v2.3.0 新增

v2.4.0 新增

v2.5.0 新增

v2.6.0 新增

v2.7.0 新增

v2.8.0 新增

开发

演示（真实输出，2026-08-15）

许可证