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Developer intelligence for DeepSeek Harness: 201 read-only tools across GitHub, 16 external ecosystems, and the dsh registry itself — now with an authenticated maintainer inbox and evidence-based repository health audits. Public tools need no API key; every request supports cancellation, rate-limit-friendly TTL caching, and UI cards.

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

Live tool catalog: https://zoahdev.github.io/dsh-github-intelligence/

Featured in: awesome-dsh-plugin (4k★ list) · awesome-deepseek-harness (562★ list) · official Show & Tell #1657

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."
• "What needs my attention on GitHub right now?"
• "Audit the repository health of owner/repo and tell me exactly what to fix."

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.

All values are optional and set in cordis.yml:

• Breadth: 201 tools across GitHub, 16 external developer ecosystems, and the dsh registry — not just one endpoint.
• Depth: github_repo_report composes repo facts; github_weekly_digest explains change; github_notifications creates a personal attention queue; github_repo_health turns evidence into risks and next actions.
• 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: 52 tests, real-registry visibility for all 201 tools, real-network smoke for every v2.3.0..v2.8.0 tool (37 tools), and 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.

• github_notifications: a read-only maintainer inbox that groups authenticated GitHub notifications into mentions, review requests, assignments, authored-thread updates, and other work.
• github_repo_health: a transparent 100-point maintenance heuristic with five scored dimensions, supporting evidence, risk flags, concrete recommendations, and an explicit non-security-audit caveat.
• 201 registered tools, 52 passing tests, and real-agent registry visibility checks for both new flagship tools.

• 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.

• 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.

• 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.

• 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.

• 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).

• 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.

pnpm install
pnpm run build
pnpm test
pnpm pack

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.

MIT © 2026 zoahdev

dsh-github-intelligence —— 面向 DeepSeek Harness 的开发者情报系统：201 个只读工具，覆盖 GitHub、16 大外部生态与 dsh 注册表。新增维护者通知待办和可解释的仓库健康审计；公共工具无需 API Key，全部请求支持取消、TTL 缓存与 UI 卡片。

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

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"
• "我现在 GitHub 上有什么必须处理？"
• "审计 owner/repo 的仓库健康度，并告诉我具体改什么"

dsh plugin --profile web add dsh-github-intelligence
# 或直接使用上游 CLI：
pnpm dlx @deepseek-ai/dsh plugin --profile web add dsh-github-intelligence

• 覆盖面：201 个工具，覆盖 GitHub、16 大外部生态与 dsh 注册表，不是单点工具；
• 深度：github_repo_report 汇总事实，github_notifications 形成个人待办，github_repo_health 给出有证据的风险与行动建议；
• 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：52 个测试 + 201 个工具真实 Agent 注册可见性验证 + v2.3.0..v2.8.0 全部 37 个新工具真实网络冒烟 + 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。

• github_notifications：只读维护者收件箱，把已认证的 GitHub 通知归类为 @提及、审查请求、指派、本人主题更新和其它待办；
• github_repo_health：透明的 100 分维护健康启发式，包含五项分数、原始证据、风险标记、具体建议，并明确说明它不是安全审计；
• 201 个注册工具、52 个通过测试，并在真实 Agent 工具注册表中验证两个新旗舰工具可见。

• 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。

• 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。

• 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。

• 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。

• 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）。

• 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。

pnpm install
pnpm run build
pnpm test
pnpm pack

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。

MIT © 2026 zoahdev

Engineering blog: https://zoahdev.github.io/blog/ — deep-dives on the bugs behind this catalog (root causes, reproductions, mechanism-level fixes).