# AI use cases for Awesome DeepSeek Harness (Dominic789654/awesome-deepseek-harness) Repo: [Dominic789654/awesome-deepseek-harness](https://github.com/Dominic789654/awesome-deepseek-harness) | Use cases: 5 | Page: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/ A curated GitHub list of plugins, skills, MCP servers, profiles, orchestrators and UIs for DeepSeek Harness (DSH), DeepSeek's agent runtime. This file holds every use case of this repo. Each one starts with a "## " heading and ends with its URL. - Review and approve agent edits before keeping them: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/review-agent-edits-before-keeping/ - Keep notes and facts across DSH coding sessions: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/keep-memory-across-dsh-sessions/ - See what fills the DSH context window: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/see-what-fills-the-context-window/ - Find and install a vetted DSH plugin: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/pick-a-vetted-dsh-plugin/ - Upgrade an old DSH plugin to a new DSH release: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/migrate-old-plugin-to-new-dsh/ ## How to review and approve agent edits before keeping them with Awesome DeepSeek Harness Repo: [Dominic789654/awesome-deepseek-harness](https://github.com/Dominic789654/awesome-deepseek-harness) | Difficulty: Intermediate | Time: 30 minutes | Basis: From the README Install a diff approval plugin so every agent edit can be reviewed, kept or reverted per file or block. **Who it is for:** A developer who lets a DSH agent edit project files and wants to check each change before it stays in the codebase. **The problem:** Agent edits land directly and are hard to review or partially undo. **The outcome:** Each agent edit shows as a full diff that can be kept or reverted per file or per block, with undo and redo. ### Steps 1. Run `npx @deepseek-ai/dsh web` to launch the DSH Web UI. 2. Confirm the plugin repo at github.com/9087/dsh-diff-approval carries the #dsh GitHub topic. 3. Run `dsh plugin --profile web add "github:9087/dsh-diff-approval#main"` to install the plugin into the web profile. (inferred, check the README) 4. Ask the DSH agent to make a small edit to a test file. 5. Open the full-diff review, keep one block, revert another, then try undo and redo. ### Prompt to paste into your agent ```text Using the DSH repo at https://github.com/Dominic789854/awesome-deepseek-harness as the index, install the dsh-diff-approval plugin from github.com/9087/dsh-diff-approval into the web profile. Ask DSH to edit , then report whether the full diff appears and whether a single block can be reverted without touching the rest. Verify by checking the file content after the revert. ``` ### Caveat The list is community-contributed, so each plugin's behavior and maintenance vary and should be checked in its own repo. Risk, remote script: Installing a plugin from a GitHub repo runs third-party code inside your DSH setup, so check the source first. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/review-agent-edits-before-keeping/ ## How to keep notes and facts across DSH coding sessions with Awesome DeepSeek Harness Repo: [Dominic789654/awesome-deepseek-harness](https://github.com/Dominic789654/awesome-deepseek-harness) | Difficulty: Intermediate | Time: 30 minutes | Basis: From the README Add a memory plugin so DSH re-reads global and per-project markdown notes in later sessions. **Who it is for:** A developer who restarts DSH sessions often and keeps re-explaining project conventions to the agent. **The problem:** Each new session starts without the context and rules the developer already wrote down. **The outcome:** Markdown notes at global and project level are loaded into later sessions, with a Settings panel to manage them. ### Steps 1. Run `npx @deepseek-ai/dsh web` to launch the DSH Web UI. 2. Confirm the plugin repo at github.com/jipika/dsh-memory carries the #dsh GitHub topic. 3. Run `dsh plugin --profile web add "github:jipika/dsh-memory#main"` to install the plugin. (inferred, check the README) 4. Open the plugin's Settings panel and create one global note and one project note in markdown. 5. Start a new session and ask the agent to repeat the rules from the notes. ### Prompt to paste into your agent ```text Using the DSH list at https://github.com/Dominic789654/awesome-deepseek-harness, install the dsh-memory plugin from github.com/jipika/dsh-memory into the web profile. Ask the agent in a new session to state the convention written in . Expected output is that convention stated back correctly; verify it matches the note text. ``` ### Caveat The README describes this plugin's behavior only in its listing summary, so confirm the storage details in the plugin repo. Risk, remote script: The plugin reads your markdown notes, so review what it can access before installing from a GitHub repo. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/keep-memory-across-dsh-sessions/ ## How to see what fills the DSH context window with Awesome DeepSeek Harness Repo: [Dominic789654/awesome-deepseek-harness](https://github.com/Dominic789654/awesome-deepseek-harness) | Difficulty: Intermediate | Time: 30 minutes | Basis: From the README Install a context dashboard that breaks down window use, compression and token stats per request. **Who it is for:** A developer whose DSH agent gives poor answers on long tasks and who wants to see what is using the context window. **The problem:** The context window is a black box, so it is unclear why answers degrade or what is being compressed. **The outcome:** A dashboard shows window composition against size, per-request history, compression events and per-message token stats. ### Steps 1. Run `npx @deepseek-ai/dsh web` to launch the DSH Web UI. 2. Confirm the plugin repo at github.com/bowenliang123/dsh-context carries the #dsh GitHub topic. 3. Run `dsh plugin --profile web add "github:bowenliang123/dsh-context#main"` to install the plugin. (inferred, check the README) 4. Run a multi-step task in DSH and open the context dashboard. 5. Compare window composition with the per-request history to find the largest source of tokens. ### Prompt to paste into your agent ```text Using the DSH list at https://github.com/Dominic789654/awesome-deepseek-harness, install the dsh-context plugin from github.com/bowenliang123/dsh-context. Run in DSH and report the three largest parts of the context window with their token counts. Verify by matching the totals against the per-request history. ``` ### Caveat The list describes what the plugin shows, but its exact display and data sources need to be checked in the plugin repo. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/see-what-fills-the-context-window/ ## How to find and install a vetted DSH plugin with Awesome DeepSeek Harness Repo: [Dominic789654/awesome-deepseek-harness](https://github.com/Dominic789654/awesome-deepseek-harness) | Difficulty: Beginner | Time: 15 minutes | Basis: From the README Use the listed marketplaces to browse plugins, then install one into your DSH profile. **Who it is for:** A new DSH user who does not know which community plugins are worth installing. **The problem:** Thousands of community plugins exist and it is hard to tell which ones are reliable. **The outcome:** A plugin installed from a marketplace, chosen with the help of ratings and a listing rule that requires it to be installable. ### Steps 1. Run `npx @deepseek-ai/dsh web` to launch the DSH Web UI. 2. Run `dsh plugin --profile web add dshmarket` to install the marketplace plugin. 3. Browse or search the marketplace in the DSH settings page and pick one plugin. 4. Check that plugin's rating on dshfind.com and confirm it is listed on awesome-dsh-plugin.com, which only lists repos installable via dsh plugin add. 5. Install the chosen plugin and confirm it appears after a refresh. ### Prompt to paste into your agent ```text Using the DSH list at https://github.com/Dominic789654/awesome-deepseek-harness, install the dshmarket plugin into the web profile, then find one plugin in the marketplace matching . Report the plugin name and its install command. Verify the plugin appears in the DSH settings page after refresh. ``` ### Caveat The README notes that the listed sites are not official and their content is not vetted by the DSH project. Risk, remote script: Plugins from the marketplaces run code in your DSH setup, so only install ones whose repos you have checked. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/pick-a-vetted-dsh-plugin/ ## How to upgrade an old DSH plugin to a new DSH release with Awesome DeepSeek Harness Repo: [Dominic789654/awesome-deepseek-harness](https://github.com/Dominic789654/awesome-deepseek-harness) | Difficulty: Advanced | Time: 60 minutes | Basis: From the README Use an upgrade skill pack so Claude Code or Codex can migrate a plugin to a newer DSH version. **Who it is for:** A plugin author whose DSH plugin broke after a new DSH release and who wants an agent to do the migration. **The problem:** Migrating a plugin across DSH versions means tracking breaking changes by hand. **The outcome:** An agent lists the breaking changes, patches the plugin, tests it and prepares it for publishing. ### Steps 1. Run `npx @deepseek-ai/dsh web` to confirm DSH runs before you start the migration. 2. Clone or open the upgrade skill repo at github.com/oh-my-dsh/dsh-plugin-upgrade-skill in the agent's workspace. (inferred, check the README) 3. Give the agent the path to your old plugin and the target DSH version. 4. Have the agent list the breaking changes, patch the plugin and run its tests. 5. Review the patch and test results before publishing the plugin. ### Prompt to paste into your agent ```text Using the upgrade skills in github.com/oh-my-dsh/dsh-plugin-upgrade-skill, migrate the DSH plugin at to the target DSH version . Report the list of breaking changes applied and the test result. Verify by running the plugin's tests and confirming they pass. ``` ### Caveat The skill pack targets specific DSH release versions, so confirm your target version is covered before running it. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/dominic789654-awesome-deepseek-harness/migrate-old-plugin-to-new-dsh/