prompt-engineering

让 Agent 的工作方式可组合、可审查、可持续改进，最终实现 Agent Self Evoling。 DeepSeek Harness Web plugin with composable task controls and isolated, human-reviewed self-evolution.

DeepSeek Harness (DSH) 插件：✨ 提示词一键增强 + 💬 语音识别（说完自动停·云端/本地双引擎）· 附 🔁 服务异常一键重启

DSH plugin: host-resident scheduled-jobs × AI-agent engine (hermes-agent cron inspired) — 60s ticker fires real agent sessions via cron; pinned-session / project-workdir / default-workspace targeting; timer_agent model tool + web board

Managing prompts，, skills, MCP tools & wallpaper for DeepSeek Harness

DSH Math Modeling Team Plugin Pack: 2 role agent presets (modeling-coding / paper) for DeepSeek Harness, multi-folder Git collaboration + vision sub-agent; includes a full run on 2023 CUMCM-C. ｜ DeepSeek Harness 数学建模团队插件包：2 套岗位Agent预设(建模编程+论文)、多文件夹协同+识图子代理，含2023国赛C题全流程跑通示例。

小说创作模式：一个统筹队长统领全局，5 个专职子代理各司其职——架构世界、策划剧情、管理人物、执笔写文、质检复核——协同写作。

🌐 DeepSeek 官方与开源生态插件市场 (deepseek.stream) 使用指南与一键安装协议规范

DeepSeek V4 Pro/Flash unified anchored agent preset for DeepSeek Harness (official API & opencode-go): two-stage RL-aligned bootstrap, model-aware path routing, epoch-aware long-session stability

A DeepSeek Harness (dsh) agent preset for making large engineering tasks deliberate, integrated, and verifiable from the first turn.

输入栏提示词优化插件 / Input-bar prompt optimizer for DeepSeek Harness：6 种策略 × 3 种语言一键重写草稿，可选会话上下文，带确认弹窗、最近 5 次历史与三级设置持久化。

DSH 完整移植版 DietrichGebert/ponytail — 懒惰 senior 模式，hook注入

Learns what you leave unsaid in your prompts and steers the DeepSeek Harness agent for you

Prompt enhancement plugin for the DeepSeek Harness web GUI: one-click rewrite of the composer draft into a structured prompt, with preview, fill-back, and undo.

DeepSeek Harness提示词增强插件

Prompt building & enhancement toolkit for DeepSeek Harness: Studio + QuickEnhancer. 开源的 Prompt 构建与增强工具包。

A DeepSeek Harness (DSH) agent preset that teaches while coding — concrete scenario-grounded explanations, Socratic guidance, and TODO(你) practice blanks, modeled on Claude Code's Learning output style. 学习模式

DeepSeek Harness cross-session long-term memory + user profile plugin: the AI remembers who you are, your projects and preferences across sessions. Pure Markdown, zero-config, fully local. (monorepo: dsh-memory-core + dsh-memory-ui)

A DSH web plugin: a star button that rewrites drafts into clearer prompts, combining PromptForge rule diagnosis with your session's default model. Bilingual (English / Chinese).

让 Coding Agent 不越界：Focus 固定执行范围，Persistent Anchors 保留不能改变的边界。

Agent skill: generate beautiful dark-themed architecture diagrams from your project/demo/idea. Interactive, verifiable, and editable. Delivered as self-contained HTML.

Automatic ghost suggestions and one-click next-message drafting for the DeepSeek Harness composer.

A prompt-enhancement plugin for DeepSeek Harness: an ✨ Enhance composer button that rewrites prompts with first-principles thinking using session context, and asks clarifying questions when key info is missing.

DeepSeek Harness agent preset: fixes DeepSeek V4 Pro degradation (降智) via RL first-request anchoring — bash+str_replace_editor bootstrap, resident plugin tools, per-turn format guard

DeepSeek Harness (DSH) 提示词优化器插件：一句口语化需求 → 结构化高质量提示词，结果自动填入会话输入框。复用 DSH 内置模型路由，零 API Key 管理。

DSH 插件：简体中文行为规范三层注入（常驻层 + prompt 技能 + anchored preset 锚定注入）+ Web UI 编辑 prompt.md

让LLM模型将描述转化为用于ANIMA模型的自然语言提示词

DSH session-title plugin: condenses a full sentence into a single word for easier recall.

taxue 画师：DeepSeek Harness 一体化视觉创作工具链（提示词反推/优化 + 多供应商生图，支持异步后台出图）

A DeepSeek Harness (DSH) dynamic plugin that adds an ✨ optimize-prompt button to the chat composer — context-aware LLM rewriting with model fallback and visible errors.

LLM loop that reasons in a dense technical register — mechanical gates + adversarial judge + reverse-translation for humans. Self-upgrading. Standalone or as a DSH plugin.

dsh plugin: polish/complete/expand your prompt before sending with a dedicated prompt-engineering agent. Rewrite, multi-round rewriting, undo. Zero-build client, persists across harness restarts.

🔮 Multi-tool AI prompt optimizer plugin for ZCode, Claude Code, Codex CLI, Reasonix, DSH, MimoCode, OpenCode — 中文提示词优化插件 | AI prompt optimizer plugin with /optimize command and optimize_prompt MCP tool

Open AI-agent skill and DeepSeek function-calling adapter for turning ideas and public reference images into production-ready image prompts.

AI提示词优化器：诊断Prompt问题并输出结构化高质量优化版本

🧑‍🌾 agent 通用 skill / npm 包：把中国农村传统农具画成「搪瓷缸怀旧质感 + 打工人梗」的微信表情包（CLI / 编程 API / DSH 插件三种接入）

让LLM模型将描述转化为用于ANIMA模型的标签提示词

A one-click DeepSeek Harness plugin that compiles messy Vibe Coder drafts into concise, faithful, actionable instructions without inventing details.

✨ DSH 持久化 Web 插件：输入框旁一键把模糊需求改写成 AI 智能体可执行的超级提示词。复用当前所选模型，探索优先协议 + Skills 感知，彩虹跑马边框与输入锁定，重启自动加载。MIT 开源。

优化输入内容的 DSH 插件（仿 Trae CN）：模型选择器旁的 ✨ 按钮一键把输入想法改写为高质量、忠实原文、可直接执行的提示词，↩ 一键撤销恢复原文。An input-optimizer plugin for DeepSeek Harness web GUI.

AGENTS.md profile for DeepSeek Harness: Anchored Standard + PowerShell 7 + busybox, boosting deepseek-v4-pro at MAX

DeepSeek Harness plugin: wording is behavior — snapshot and gate your prompt surface. 把 prompt 措辞变成有测试保障的契约

A battle-tested methodology for high-difficulty AI-agent projects: grading gates, evidence-driven verification & self-evolution. OpenClaw & DSH versions.

AI 不缺聪明，缺纪律！交付前自检（没从磁盘回读不算完成）/跑偏纠偏（一句「你偏了」就停）/系统化调试（同一个修复猜三次不收敛时用）/多 agent 接力（防旧状态盖掉新写入）——4 个单文件技能零依赖，每条都来自真实翻车事故，DeepSeek Harness / Claude Code / Codex 通用

A safe, native prompt polishing plugin for DeepSeek Harness

dsh-prompt-system提示词优化系统——根据工作区，当前会话，优化提示词