llm-deepseek-image-admit: DeepSeek Image Admission
DeepSeek's official model metadata restricts image admission. This plugin takes over the official routing and modifies the metadata—completing `inputModalities` to `['text', 'image']`—to bypass the harness's image blocking and allow image messages to pass admission pre-checks. It relies on the official artifact layout, transmits no images via the API, and must be used with plugins such as `image-bridge` to transcribe image content during the `pre-step` stage, without changing user behavior. The installation command is `dsh plugin --profile web add github:Seryta/llm-deepseek-image-admit`.
Read Moredsh-plugin-safety: Plugin Health Alerts and Automatic Repair
The DSH plugin `dsh-plugin-safety` is designed to address failure management issues in the plugin ecosystem, providing the final two links in fault prevention and control: pre-startup checks and runtime automatic repair. With zero third-party dependencies, its core features include automatically disabling the plugin and persisting alerts to disk when prechecks fail, persistently displaying alerts in the browser, and automatically creating a headless repair session on the Host side to attempt recovery when alerts are detected. The system uses file locks to prevent concurrent duplicate startup, with alert data stored in `notice.json`. After installation, `dsh-web` must be restarted. The precheck script can also be integrated into systemd's `ExecStartPre` to perform blocking or non-blocking checks before startup, enabling automated health maintenance for the plugin.
Read MoreDeepSeek Harness Plugin: dsh-writing-shape Writing Shaping
`satan9394/dsh-writing-shape` is a DeepSeek Harness (DSH) plugin designed to establish writing discipline through “writing shaping” and “turning raw materials into text.” It belongs to the model reasoning category and supports converting source materials into structured text. Users can install it from the DSH directory page or the GitHub repository. When using it, users should check the source code for security.
Read MoreDSH Plugin: Track Driver Development
The Track-driven development feature of the DeepSeek Harness (DSH) plugin aims to improve agent development efficiency. By integrating specifications, execution plans, and quality gates into the development process, it enhances the consistency and controllability of the workflow. The plugin supports a Track-driven development mode, inspired by Agents Conductor. Since installation and detailed usage rely on the GitHub repository documentation, users are advised to consult it directly. When using the plugin, review the source code for security and verify license compliance.
Read Moresatan9394/dsh-rag: RAG (Retrieval-Augmented Generation) Skills under DeepSeek Harness
`dsh-rag` is a RAG skill plugin for DeepSeek Harness (DSH), designed to improve an agent's information accuracy and response quality through retrieval-augmented generation. The plugin provides core capabilities such as vector stores and embeddings, document pipelines, retrieval strategies, and hallucination control. Since the installation command is missing and no examples are provided, users need to check the GitHub repository themselves for functional details.
Read MoreIntroduction to the DSH Plugin: satan9394/dsh-quant-backtest
`satan9394/dsh-quant-backtest` is a quant backtesting skill for DeepSeek Harness (DSH), designed to improve strategy development efficiency. The plugin integrates quant backtesting, risk metric calculation, and bias avoidance features, supporting walk-forward and Sharpe drawdown analysis. Developers can use it directly in agent workflows, but should pay attention to permissions and licensing. No official installation command is currently provided; it is recommended to review the source code.
Read Moredsh-python-development: Python Development Patterns and Structural Type Safety
DeepSeek Harness (DSH) has released the `dsh-python-development` plugin, designed to provide a structured development environment and type-safe support for Python. Drawing on experience from mature projects, it helps developers address issues of loose code and difficulty in ensuring type safety. Users should consult the GitHub repository for installation and usage instructions. Because license information has not been disclosed, be sure to check the source code license before use.
Read Moredsh-prompt-engineering: DeepSeek Harness Prompt Engineering Patterns
The `dsh-prompt-engineering` plugin, developed by `satan9394`, is an extension for DeepSeek Harness designed to streamline prompt creation. It provides standardized prompt engineering patterns, supports CoT, few-shot examples, and template reuse, and helps improve debugging efficiency. Since no official installation command is provided, users should refer to the community directory or GitHub for guidance. During installation, proper permissions and security compliance must be considered.
Read MoreDeepSeek Harness Plugin: satan9394/dsh-prompt-audit
`satan9394/dsh-prompt-audit` is a plugin for DeepSeek Harness that aims to address prompt auditing, model migration, and outdated pattern scanning. The plugin runs with the permissions of the current process, making it suitable for developers who need fine-grained control over prompt logic. Currently, no official installation command is provided; refer to the source code and license.
Read Moredsh-pptx-engineering: PPTX Generation and Validation Skill
`dsh-pptx-engineering` is a plugin in the DSH ecosystem for engineering-oriented processing of PPTX documents, using the `pptxgenjs` library to implement generation and validation. The plugin is licensed under Apache-2.0 and is inspired by Anthropic skills. Currently, no official installation command is provided; due to missing documentation, developers need to check the source code themselves to ensure environment compatibility.
Read MoreDSH Plugin: satan9394/dsh-ppt-creator (Chinese PPT Generation)
`satan9394/dsh-ppt-creator` is a DSH plugin designed to address the cumbersome layout challenges in generating Chinese presentation slides. It converts text outlines into visual designs, supports exporting to HTML or PPTX formats, and provides a layout self-check checklist. The plugin runs with the permissions of the current process, so its source code and license compliance should be reviewed before use. Since no official installation command is provided, it is recommended to consult the specific documentation and installation instructions in its GitHub repository or plugin directory.
Read Moredsh-postmortem: Incident Postmortem Writing Assistant
The DSH plugin dsh-postmortem is designed to address the time-consuming and off-topic challenges of writing incident postmortem reports, with a focus on generating standardized documentation. Through structured guidance, it helps users organize timelines, identify root causes, and formulate action items, while emphasizing a blameless postmortem culture. The plugin runs with the permissions of the current process, so security care is needed when sensitive data is involved. It is suitable for technical teams that require standardized processes and want to build a repository of lessons learned; refer to its GitHub repository for installation instructions.
Read Moredsh-ponytail-dev: Lazy Senior Development Philosophy and Minimal Discipline
The DSH (DeepSeek Harness) plugin dsh-ponytail-dev aims to provide a “lazy senior development philosophy,” combining a YAGNI ladder strategy, root-cause fix logic, and minimalist discipline. The core feature list is currently empty, and because the README fetch failed, the exact installation command and typical usage remain unconfirmed. Before use, review the source code and license, and run it with the permissions of the current DSH process. The plugin focuses on development discipline; the related source code and directory page can be accessed via the provided links.
Read Moredsh-planning-files: Three-File Persistent Planning Plugin
The DeepSeek Harness (DSH) plugin uses a three-file persistence mechanism to prevent task plans, discoveries, and progress from being lost during process restarts or session switches. Maintained by satan9394, the plugin supports managing long-lived planning sessions and must run with the permissions of the current process. It is recommended to review the source code and license before installation. For more details, refer to the GitHub repository or plugin directory.
Read Moredsh-planning: DeepSeek Harness Task Planning and Decomposition Plugin
dsh-planning is a DeepSeek Harness skill plugin designed to address the challenges agents face when handling complex tasks, such as vague objectives and the difficulty of decomposing and validating tasks. The plugin provides structured task management capabilities, supporting the breakdown of vague goals into verifiable subtasks, dependency ordering, difficulty estimation, and milestone setting. It runs with the permissions of the current DSH process and is suitable for complex workflow development scenarios. For specific installation and usage instructions, refer to the source code in the GitHub repository.
Read Moredsh-personal-content-discovery: Cross-Platform Personalized Content Discovery
`dsh-personal-content-discovery` is a DSH skill plugin maintained by satan9394, designed to address the challenge AI agents face in obtaining cross-platform personalized content. By constructing a five-tier soul profile, inferring MBTI personality types, and integrating cross-platform interest data, the plugin enables local-first, precise content discovery and proactive exploration. It supports recommendations from a simulated friend's perspective and is suitable for agent developers who need to retrieve and analyze personalized content across multiple platforms.
Read MoreDSH Plugin: satan9394/dsh-persistent-memory — Cross-Session Persistent Memory Compression
satan9394/dsh-persistent-memory is a memory plugin for DeepSeek Harness, designed to address the challenges of difficult cross-session memory retention and high token consumption for agents. Inspired by the design of claude-mem, it provides cross-session compressed storage, lifecycle hook capture, three-tier retrieval (search/timeline/details), and progressive disclosure. The plugin supports private tags and hybrid search to significantly reduce token usage. There is currently no official installation command, so users must manually access the plugin directory or GitHub repository to deploy it.
Read Moresatan9394/dsh-performance: Performance Optimization and Budget Management
`satan9394/dsh-performance` is a performance optimization plugin for DeepSeek Harness (DSH). It is designed to address the challenge of blind optimization in agent development by providing a complete closed-loop toolchain for performance tuning through mechanisms such as measurement-first, bottleneck identification, lazy cache loading, and performance budgeting. Developers must obtain the source code from GitHub and deploy it independently. When using the plugin, they should pay attention to permission security and the unpublished license agreement. It effectively helps developers quantify metrics, manage resources, and prevent performance degradation.
Read MorePDF Processing Skills Based on satan9394/dsh-pdf-processing
`satan9394/dsh-pdf-processing` is a document processing skill plugin for DeepSeek Harness (DSH). It aims to simplify agent interactions with PDF documents by providing core features such as PDF processing, extraction, merging, form manipulation, and OCR. The plugin runs with the permissions of the current process, so developers should ensure proper security checks. No specific installation commands or usage examples are currently provided; refer to the plugin directory or GitHub repository for guidance.
Read MoreDSH Plugin Introduction: satan9394/dsh-pci-compliance
DeepSeek Harness (DSH) has added a PCI compliance plugin maintained by satan9394. This plugin is designed to address the need for sensitive data handling in agent development, providing card data protection, a control checklist for the six pillars, and scope reduction strategies. Its implementation was inspired by the wshobson/agents project. Installation requires configuration via the plugin directory or source repository. The plugin runs with the permissions of the current DSH process, and it is recommended to review the source code and license before use.
Read Moresatan9394/dsh-observability-tools: Observability Tools
dsh-observability-tools is an observability skill plugin designed for DSH environments and maintained by satan9394. It integrates Prometheus, Grafana, and tracing capabilities to address the needs for monitoring and call-chain tracking in agent development. Developers can find installation guidance on its catalog page. When using it, pay attention to permissions to ensure the plugin runs with the current process's permissions, and review the source code for compliance when license information is unclear.
Read Moredsh-observability: DeepSeek Harness Observability Skill Plugin
`satan9394/dsh-observability` is an observability plugin for DeepSeek Harness (DSH), intended to help developers monitor agent workflows through logs, metrics, and traces (the three pillars). Inspired by agent-skills, the plugin currently does not provide specific features, installation commands, or usage examples. Because it runs with process-level permissions, developers should carefully review the source code for security and compliance.
Read MoreDSH Multi-Cloud: A Multi-Cloud Architecture Decision Framework for Avoiding Vendor Lock-In
`satan9394/dsh-multi-cloud` is a DeepSeek Harness (DSH) workflow plugin designed to address architecture decision and resource lock-in risks in multi-cloud environments. It provides agents with decision-making frameworks and lock-in prevention mechanisms, helping workflows remain controllable. The plugin runs with the permissions of the current process; users are responsible for checking the source code and license. Currently, there are no official installation commands or usage examples available; please refer to the GitHub repository for the latest documentation.
Read MoreDSH Plugin: satan9394/dsh-monorepo
`satan9394/dsh-monorepo` is a DSH skill plugin designed to address the pain points of handling monorepo structures in the DSH ecosystem, providing workspace dependency management and incremental build capabilities. The plugin is inspired by a highly starred project. Specific installation commands and usage examples are currently not provided; users need to refer to the GitHub repository for details. When installing, be sure to review the source code and license, and note that the plugin runs with the privileges of the current process.
Read MoreDSH Plugin: satan9394/dsh-model-gateway
satan9394/dsh-model-gateway is a model inference routing plugin within the DeepSeek Harness (DSH) ecosystem. It aims to address multi-model management, cost control, and intelligent routing. The plugin supports over 290 providers, includes 19 built-in routing strategies with fault-tolerance mechanisms, and provides RTK+Caveman compression to save 15-95% of inference resources, along with a free-tier budget feature. Since there is currently no official installation command, users need to obtain it through the ecosystem catalog or from the source code. It is suitable for DSH users who need to integrate multiple providers and control costs, but they should review the source code and license before installing.
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