This issue covers public repositories created between 2026-08-10 and 2026-08-16 that gained notable attention. Each entry was checked against its README; none of the listed code was executed, installed, or security-audited. Stars are a collection-time measure of attention, not quality, security, or long-term maintenance.
Top 10 projects
1. deepseek-ai/deepseek-harness
Core functionality: An open-source agent harness that treats models, tools, sandboxes, session storage, UI, and the agent loop as plugins; it can serve a local Web UI.
Usage and boundaries: After installing Node.js, run npx @deepseek-ai/dsh web; the UI is served at http://127.0.0.1:3080 by default. The README calls it a developer preview and explicitly warns of breaking compatibility changes; inspect a plugin's source and permissions before adoption. MIT licensed.
Attention snapshot: 166.3K Stars · 17.7K forks · about 47.5K Stars/day · TypeScript · MIT
2. guillaumemeyer/watermarks-remover
Core functionality: A tool for content you own that inspects or removes invisible Unicode, some statistical text watermarks, and C2PA/EXIF/XMP/document metadata from PNG, JPEG, PDF, DOCX, media, and other file formats; it also exposes a local HTTP service.
Usage and boundaries: Its core service needs only Python 3.10+ standard library and can be started with make serve or python3 service/scripts/server.py; inspect_file.py and clean_file.py support inspect-first output. Text tools refuse binary input, unknown formats are refused by default to avoid corruption, and remote rewrite backends require explicit opt-in. Use it only on material you are authorized to handle. MIT licensed.
Attention snapshot: 15.1K Stars · 1.7K forks · about 2.8K Stars/day · Python · MIT
3. anywhere-labs/deepseek-harness-desktop
Core functionality: A native desktop wrapper for DeepSeek Harness's local Web UI, Host service, and plugin system, adding windows, tray, terminal, updates, and workspace configuration; it also offers mobile remote access and an in-app plugin market.
Usage and boundaries: The README provides an NSIS installer for Windows x64 and a universal DMG for macOS; install the matching package and the desktop app manages the local Harness service. It is community-maintained, not an official DeepSeek product; third-party plugins bring third-party code, so review their source and permissions individually. MIT licensed.
Attention snapshot: 15K Stars · 707 forks · about 4.5K Stars/day · TypeScript · MIT
4. awesome-dsh-plugin/awesome-dsh-plugin
Core functionality: A categorized directory of DeepSeek Harness community plugins—UI, models, sessions, tools, security, remote access, and more—that declare a dsh.bundle manifest and install through dsh plugin add.
Usage and boundaries: The README recommends the optional market via dsh plugin --profile web add dshmarket, or users can select individual entries. It explicitly says listing is neither a security review nor a quality endorsement: plugins run with the user's permissions and may read files, use credentials, and access the network; inspect source and test unfamiliar plugins away from secrets. CC0-1.0 licensed.
Attention snapshot: 10K Stars · 1.5K forks · about 2.9K Stars/day · Python · CC0-1.0
5. yjh051108/dsh-routing-suite
Core functionality: A bundle of a runtime injector and thinking-mode routing presets. The injector supplies hot reload, uninstall, and route recovery dev_* tools; the presets choose router-standard, router-spec, or router-pro behavior by task and model.
Usage and boundaries: The automatic setup clones the repository with submodules and runs install.ps1; the manual path adds ./injector to a DSH Web profile, copies a preset, restarts DSH, and selects an experimental preset in a new session. It loads a runtime plugin and changes prompt/routing behavior, so validate it first in an isolated environment. README says MIT, though the GitHub collection snapshot did not report a standard SPDX identifier.
Attention snapshot: 6.3K Stars · 112 forks · about 3K Stars/day · PowerShell · not declared
6. zhu1090093659/dsh-web-ui
Core functionality: A modular DSH Web GUI suite covering agent presets, task boards, Git graphs, a side panel, mobile remote access, SSH, image understanding, a desktop pet, and a skin center; modules can be installed separately or as an aggregate without editing DSH source.
Usage and boundaries: dsh web must already work; the recommended command is dsh plugin --profile web add @linxin666/dsh-web-ui-all@latest, followed by a restart. Repository installation is for development and needs Node.js 22+ and pnpm; the README notes pnpm release-age gating can select an old package and cause startup failure, while some tunnels downgrade remote updates to polling. Apache-2.0 licensed, with separate non-commercial terms for one skin.
Attention snapshot: 4.9K Stars · 299 forks · about 1K Stars/day · TypeScript · Apache-2.0
7. xiaobright/dsh-anchored-standard
Core functionality: Experimental DSH agent presets that start a session with a Minimal tool condition, then promote to a Standard mode with on-demand tools after a durable session event; variants and a seeded trajectory mode are included.
Usage and boundaries: Each mode directory can be copied and installed independently through DSH's preset/plugin mechanism. It is not an official DeepSeek preset; the maintainer says active development has effectively stopped because evaluation runs became too expensive, leaving only feasible maintenance and compatibility fixes. The collection snapshot did not report a standard SPDX license, so confirm reuse terms first.
Attention snapshot: 3.6K Stars · 108 forks · about 1.5K Stars/day · JavaScript · not declared
8. dmmulroy/anti-slop
Core functionality: A deliberately strict set of Oxlint rules for TypeScript and JavaScript that rejects patterns the author considers low-evidence or low-signal, including chained assertions, conditional empty-object spreads, and runtime typeof; Effect rules are opt-in.
Usage and boundaries: README recommends copying src/ into the target repository, installing matching oxlint and @oxlint/plugins, then merging its entry point and rules into oxlint.config.ts; an agent skill can instead alter the project configuration and install dependencies. It is intentionally vendored code, not a fixed npm dependency, and teams are expected to read and tailor rules. MIT licensed.
Attention snapshot: 2.8K Stars · 49 forks · about 626.3 Stars/day · TypeScript · MIT
9. cordiverse/paper
Core functionality: A preprint on “spatiotemporal composability,” covering reversible effects, reactive dependencies, and dynamic component composition, with Cordis effect tracking, dependency resolution, configuration reconciliation, and hot replacement as implementation context.
Usage and boundaries: The README points readers to the repository PDF; this is not a deployable software package. It explicitly labels the paper an actively revised preprint whose content may change substantially, so check the latest version before citing or relying on specific conclusions. The collection snapshot did not report a standard SPDX license.
Attention snapshot: 2.4K Stars · 100 forks · about 663.6 Stars/day · primary language not reported · not declared
10. ccch1mneyyy/dsh-TUI
Core functionality: A terminal UI plugin for DSH with streaming Markdown, tool cards, file and command completion, search/resume, status and context progress, TPS, model switching, and DSH services such as MCP, Skills, Goals, and Todos; bounded caching targets long sessions.
Usage and boundaries: README requires a working TTY, the official dsh CLI, pnpm 10+, and a DEEPSEEK_API_KEY to run models; it installs the CLI and plugin globally and starts with dsh-tui. It is a pure plugin mount and claims no core patches remain on uninstall, but the project does not guarantee community-plugin function, quality, or safety; verify installations and permission boundaries yourself. MIT licensed.
Attention snapshot: 2.1K Stars · 92 forks · about 597.3 Stars/day · TypeScript · MIT
Limitations
The list is built from a GitHub Search API snapshot, so stars, licenses, and repository status can change after publication. No listed code was executed, installed, or security-audited here; read the README, license, dependency list, and security history before adoption.
Source: GitHub Search API · Collected 2026-08-17 (Asia/Shanghai)