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The dsh-plugin-guide knowledge base plus the dsh-plugin-dev CLI toolchain: official docs, Cordis primer, community deep-dives, and battle-tested pitfalls registered as an on-demand agent skill, with a scaffolder, static checker, and pack verifier for building DSH plugins.
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OMK — Observe. Measure. Know. Evidence-backed knowledge changes for AI applications.
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Global skill hub for dsh: aggregates Claude Code, project, and .skill-package skills into ~/.dsh/skills with reference/copy import and slash-menu usage
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DeepSeek Harness plugin (Cordis toolset) for reading, searching, and editing a local Obsidian vault, with optional Local REST API integration.
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AI 系统的数据层:把 18 种来源(文档站/GitHub/PDF/视频/Notebook/Wiki…)转成结构化知识资产,导出到 22 种目标(Claude/Gemini/OpenAI/RAG 管道/编码助手);AI 驱动项目扫描生成配置。受 yusufkaraaslan/Skill_Seekers(14k★ MIT)启发。
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科学技能包:100+ 科学数据库查询(PubChem/UniProt/ClinicalTrials/FRED…)、文献综述与证据有界假设生成、实验方案设计、同行评审回复、基金写作、方法验证(ICH/USP/CLSI)、论文级图表。受 K-Dense-AI/scientific-agent-skills(33.9k★ MIT)启发。
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DeepSeek Harness plugin: Nocturne Memory client — automated long-term memory (boot/read/search/create/update) backed by your own Nocturne MCP server.
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Plugin recommender for DeepSeek Harness: search and rank DSH plugins from an embedded marketplace catalog by need description, category and tags, with match reasons, plus a live catalog refresh from the awesome-dsh-plugin README
863683348
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RAG 检索增强生成:向量数据库、嵌入、语义搜索、减少幻觉、来源引用。受 wshobson/agents(38k★ MIT)启发。
satan9394
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源码驱动开发:每个框架决策都要官方文档背书,不凭记忆实现,验证并引用来源。受 addyosmani/agent-skills(88k★ MIT)启发。
satan9394
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SQL 优化模式:EXPLAIN 分析、索引策略、N+1 解决、查询改写。受 wshobson/agents(38k★ MIT)启发。
satan9394
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DeepSeek Harness plugin for progressive, source-grounded deep research, writing, and learning: steerable checkpoints and citations verified against retrieved sources
wxxb789
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DSH web plugin: Skill Cockpit panel in Settings. See all skills (system/project/pool) with Chinese notes, search, enable/disable/delete/import, local test-fire scoring, and per-skill usage stats to spot zombie skills.
Itailang2333
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仓库知识图谱:把代码/PDF/Markdown/截图/白板照片提取概念关系建图——god nodes/惊人连接/建议问题、EXTRACTED/INFERRED/AMBIGUOUS 边标签、71.5x token 节省、wiki 导航、--watch 自动同步、git hook。受 safishamsi/graphify(48.7k★)启发。
satan9394
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跨会话持久记忆压缩系统:生命周期 hooks 自动捕获工具观察、生成语义摘要、3 层检索工作流(search→timeline→get_observations,~10x token 节省)、渐进披露、私有标签、混合搜索。受 thedotmack/claude-mem(86k★ Apache-2.0)启发。
satan9394
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SQL 优化模式:EXPLAIN 分析、索引策略、N+1 解决、查询改写。受 wshobson/agents(38k★ MIT)启发。
satan9394