{ "schema_version": 1, "generated": "2026-10-20", "id": "luobosibing2-dsh-jev-plugin--rank-skills-before-the-agent-loads-them", "repo": "luobosibing2/dsh-jev-plugin", "repo_url": "https://github.com/luobosibing2/dsh-jev-plugin", "repo_slug": "luobosibing2-dsh-jev-plugin", "title": "Narrow a DSH skill catalog to the skills a task needs", "page_title": "How to narrow a DSH skill catalog to the skills a task needs with DSH Jev Plugin", "summary": "Recommends a configured number of relevant skills and ranks file glob results, without changing what the main agent loads.", "who": "A developer whose DSH setup has a large skill catalog and who wants fewer, more relevant skill suggestions for each task.", "problem": "A long skill list makes it harder for the main agent to pick the right skill for a specific task.", "outcome": "Each task gets up to the configured number of skill recommendations above the minimum relevance probability, and glob results are reordered.", "steps": [ "Follow the Install through the Web UI section to add the plugin to a jev profile, then run `dsh --profile jev`.", "Open Jev, then Settings and features, and select the judgment model and connection you want to use.", "Enable Skill selection and File ranking, and set the recommendation count and minimum relevance in the feature settings.", "Start a task that matches one of your installed skills and read the recommended skills shown for it." ], "agent_prompt": "Using the repo luobosibing2/dsh-jev-plugin, enable Skill selection and File ranking in a DSH profile named jev, then send the task . Report the recommended skills and their order. Verify that the main agent still loads the original skill.", "agents": [ "any" ], "difficulty": "Intermediate", "time": "60 minutes", "basis": "readme", "caveat": "The judgment model's recommendations are not a correctness guarantee, and a successful judgment can recommend no skills at all.", "category": "Software and DevOps", "tags": [ "Software and DevOps" ], "lang": "javascript", "requirements": [ "A supported DeepSeek Harness release: 0.1.7-rc.1, 0.1.7-rc.2, 0.2.0-rc.1, 0.2.0-rc.2, 0.2.1-alpha.2 or 0.2.1-alpha.3", "A saved Jev or Luna Decisions connection, with OpenRouter or OpenAI for Luna, and its request address and credential reference", "The plugin package file added to a DSH profile through the Web UI install steps in the README" ], "risk": "sensitive", "seen_in_the_wild": false, "mentioned_publicly": false, "risks": [], "best": false, "score": 0.9, "evidence": [], "url": "https://dedupedai.com/use-cases/luobosibing2-dsh-jev-plugin/rank-skills-before-the-agent-loads-them/", "md": "https://dedupedai.com/use-cases/luobosibing2-dsh-jev-plugin/rank-skills-before-the-agent-loads-them/index.md", "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.", "api": "https://dedupedai.com/api/v1/usecases/luobosibing2-dsh-jev-plugin--rank-skills-before-the-agent-loads-them.json", "api_version": "v1" }