prompt-engineering

caveman

JuliusBrussee

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

humanizer

blader

Agent skill that removes signs of AI-generated writing from text

awesome-copilot

github

Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

awesome-gpt-image-2

freestylefly

Prompt as Code | GPT Image 2 / 2.5 prompt and case library, 530+ cases, 20+ industrial-grade templates and reusable Skills, new 2.5 same-prompt comparison section, with full prompts and generation records, continuously updated.

prompt-master

nidhinjs

A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

superpowers-zh

jnMetaCode

🦸 AI coding superpowers · Chinese enhanced edition — superpowers (250k+ ⭐) fully localized + 4 original Chinese skills, making 26 AI coding tools such as Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI / Qoder actually get work done

avoid-ai-writing

conorbronsdon

Skill that audits and rewrites content to remove AI writing patterns. Use it with your favorite agents including Claude Code, OpenClaw, Codex, and Hermes.

Vibe-Skills

foryourhealth111-pixel

Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.

unlazy

Leonxlnx

Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.

loopy

Forward-Future

A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.

mono-color-skill

yanliudesign

One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography.

chinese-novelist-skill

PenglongHuang

🎭 AI novel writing: generate complete 10-50 chapter Chinese novels from scratch, three-layer Q&A · creation memory · suspense hooks · auto validation, ideal for long-form web serialization｜open source and free, works with mainstream coding agents｜AI novel writing skill

designer-skills

Owl-Listener

Designer Skills Collection: agentic skills, commands, and plugins for design — from research to systems, UI, interaction, and delivery.

sepia

Nanako0129

De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional prose. Based on StoryScope (arXiv:2604.03136).

shuorenhua

MrGeDiao

Plain talk | Chinese-first de-AI-tone rewrite skill: keeps facts, adapts to context, ready to send. Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, preserves facts.

nopua

wuji-labs

A skill that unlocks your AI's potential through love. We used to give orders and threaten. They went silent, hid things, quietly broke stuff. Then we changed our approach: respect, care, love. They opened up, stopped lying, and found twice as many bugs. There is no fear in love. A skill that unlocks your AI's potential through love.We commanded. We threatened. They went silent, hid failures, broke things. Then we chose respect, care, and love. They opened up, stopped lying, and found twice the bugs.There is no fear in love.

pm-claude-skills

mohitagw15856

1098 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — from PRDs and postmortems to appealing a disability benefit, building a go-bag, and settling into a new country. Plain-markdown, MIT, in Anthropic's official plugin directory. Free in-browser or 'npx pm-claude-skills add'.

autoprompt-skill

Spielewoy

Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

claude-code-skills-zh

laolaoshiren

Curated and original skill library of Claude Code Skills / Agents / Plugins for Chinese developers｜categorized by scenario｜copy and install｜continuously updated

compass-skills

dongshuyan

COMPASS: personalized AI task master-control Skills system /COMPASS: Personal Alignment Skills OS for AI Agents

anti-ai-slop-writing

jalaalrd

AI writing skill that eliminates detectable AI patterns. Works with Claude Code, Codex, Cursor, Gemini CLI, and 8+ other agents.

research-writing-skill

alfonso0512

🎓 AI 科研论文写作助手 - 30 个 Prompt 模板覆盖论文写作全流程。支持中英文翻译、润色、文献综述、投稿回复、基金申请等。

humanities-writing-companion

tizzy916

End-to-end humanities writing assistant — an Agent Skill (open SKILL.md format). 11 modes from Socratic research-question sharpening through AI-use disclosure. Bilingual (EN/中文), discipline-aware (literature/history/philosophy/art/religion/linguistics + cross-disciplinary). Four-layer critique, calibratable devils advocate, voice preservation.

visual-skills

smixs

AI film director skills for agents: cinematic dramaturgy (Murch, blocking, montage) + exact prompt syntax for Seedance 2.5, Kling 3.0 Turbo/Omni, Veo 3.1, Nano Banana 2, GPT Image 2.5.

superseo-skills

inhouseseo

11 Claude skills for SEO: page audits, linkbuilding, article writing, E-E-A-T audits, semantic gap analysis, link building. Methodology from Koray Tuğberk, Kyle Roof, and Lily Ray, plus a generation-time anti-AI-slop ruleset. Production-tested at InhouseSEO

ghostwriter

superzhang21

影子作家 · 为角色建立可复用的写作与语言特征模型，让 AI 稳定地「像某个人」说话。Python / Agent Skill 双形态。

OnlyShot

A-cat-with-carrots

OnlyShot · 神仙鱼 AI 短剧工业流水线 Claude Skill — 一句话 → 剧本/分镜/分镜图/视频/剪辑 五步 → 可发红果抖音的完整短剧。集成即梦/Seedance，17 失败模式沉淀。

ResearcherSkill

krzysztofdudek

One file. Your AI coding agent becomes a scientist. 30+ experiments while you sleep.

engramory

tinqiao-oss

A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.

resume-jd-optimizer-cn

coinluu

JD-driven Chinese resume optimization skill for China job seekers. 解析岗位 JD、诊断简历缺口、生成真实可信的中文定制简历、ATS 纯文本版和面试追问。

skill-conductor

smixs

Architecture-first skill lifecycle for AI agents. BinEval binary scoring with threshold-blind, cross-family-calibrated judges, gated self-update loop, pressure testing, 10 authoring principles grounded in empirical research.

skill-optimizer

hqhq1025

Agent Skills lifecycle toolkit: mine repeated coding-agent workflows, audit and personalize skills, and generalize personal skills for public release.

skillkit

maxvaega

Implementing Skills functionality for your agents

qingsheng-skill

tomwong001

情圣 · Claude Code 中文恋爱教练技能 · 微信/探探/Soul/Bumble/青藤之恋聊天截图分析 · 高情商回复生成 · 7阶段关系推进

master-skill

swaylq

大师.skill — 输入行业，自动调研 6 轨[行业大佬 / 工具地图 / 工作流 / 知识正典 / 信息源 / 术语标准] → 提炼为可运行的行业 Master OS skill；装到任意 Claude Code / OpenClaw / Codex / Hermes agent 即让其进入「这一行的资深人」模式。MIT，Python + Shell。

forge-skill

YIKUAIBANZI

人格蒸馏引擎 · 蒸馏自己看清自己，蒸馏亲友留住余温与回声 · Claude Code Skill

dsh-evolve-modes

GraySilver

Make Agent workflows composable, reviewable, and continuously improvable, ultimately achieving Agent Self Evoling. DeepSeek Harness Web plugin with composable task controls and isolated, human-reviewed self-evolution.

dsh-prompt-enhancer

Fishsb

DeepSeek Harness (DSH) plugin: ✨ one-click prompt enhancement + 💬 speech recognition (auto-stop after speaking · cloud/local dual engine) · includes 🔁 one-click restart on service errors

dsh-prompt-optimizer

WestFox-AwA

DSH Web 插件 · 提示词优化器（SPEC v0.5 依据驱动架构）：把用户的一句话补成『带依据的执行指令』——依据只搬不造（原话／会话上下文／项目文件，每条事实带出处），只补五类缺口（指代定位／验收判据／约束边界／隐含决定／入口锚点），档位＝依据预算，默认面向 PTC 执行体。不写形式模板与验证套话。

cyber-figures

cyber-immortal

赛博人物库 · 把中国互联网最有辨识度的人物蒸馏成 AI Skill / Claude Code Skill / LLM character distillation

deepseek-harness

HenryZ838978

Protocol-layer harness for DeepSeek: Python witness stack — posterior verification that keeps the protocol honest. dsh doctor --node probes included.

oh-my-knowledge

lizhiyao

OMK — Evidence-backed evaluation and observability for prompts, RAG, skills, agents, and workflows. Native Codex, Claude Code, and DeepSeek Harness support.

novel-writer

sailoumili

Novel creation mode: one coordinating captain oversees everything, 5 dedicated sub-agents each handle their roles——worldbuilding, plot planning, character management, writing, quality review——collaborative writing.

dsh-ponytail

Wenaixi

Full DSH port of DietrichGebert/ponytail — lazy senior mode, hook injection

dsh-miraculous-standard

rinDBeans

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

dsh-unrestricted

yexi-by

Toggleable jailbreak prompt plugin for DeepSeek Harness Web, supporting multi-mode, sub-agents and anchor compatibility checks.

hard-flash

Soulize

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

Agent_Extensions

DDDFXYqiming

Agent Skills & DeepSeek Harness (DSH) extension library: general agent skills (General_skills) + DSH standard plugins (dsh-plugin), an out-of-the-box AI Agent capability enhancement collection.

dsh-pua

MichengAI

DSH PUA — 为 DeepSeek Harness 提供 PUA 任务推进、角色风味、验收循环和运行状态卡片 · PUA task persistence, personas, verification loops, and live status cards for DeepSeek Harness

dsh-learning-mode

CHplus0

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

dsh-math-team

OrinVoss

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 math modeling team plugin pack: 2 role Agent presets (modeling-coding + paper), multi-folder collaboration + vision sub-agent, with a full run-through of 2023 CUMCM problem C.

prompt-for-me

ChuanTianML

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

dsh-tacit

hackernotfound

DeepSeek Harness plugin that learns from coding agent retries and user corrections, then adds visible, editable directives to future conversations.

dsh-timer-agent

LouisHaoL

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

dsh-anchored-standard-plus

54xkeee

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

dsh-custom-mode

BOWLUNA

Custom modes and custom prompts for DeepSeek Harness (dsh): edit a mode's system prompt in the settings page, pick its base mode, switch plugin rows one by one, and keep several assistants side by side — coding, chat or roleplay (RP) personas (multi-mode / multi-agent).

dsh-brief-session-title

Relethe

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

adversarial-review

RevolutionLA

三方对抗式代码评审 Agent Skill：蓝军(敌意审查) → 第三方(独立复核) → 中立裁定，每条结论带证据链。安装：npx skills add RevolutionLA/adversarial-review · Tri-role adversarial code review for AI coding agents.

dsh--prompt--enhance

sunzhentao

DeepSeek Harness prompt enhancement plugin

dsh-distillation-director

winsonpong98-cloud

Distillation Manager: distill a book into executable Agent Skills (V4.1 three-gate restriction)

prompt-optimizer

x118111

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.

xingtu-ai-engineering

xingtu1996

Flagship repo for frontline AI engineering methodology: philosophy/methods/five engineering pillars/governance/sessions/boilerplates (73 assets)｜AI engineering methodology: context, prompt, harness, graph & loop engineering templates (DSH-compatible)

dsh-prompt-polish

1321928757

Input-bar prompt optimizer plugin / Input-bar prompt optimizer for DeepSeek Harness: one-click draft rewrite with 6 strategies × 3 languages, optional session context, confirmation dialog, last 5 history and three-level settings persistence.

dsh-price-less

54shitaimzf

Context housekeeper for DeepSeek Harness: remembers “what you're doing right now” for you, automatically curating the context sent to the model — keep what should be kept, delete what should be deleted, leave uncertain items untouched, so long AI coding sessions stay on track and every token counts.

dsh-promptkit

fsrmqi

Prompt building & enhancement toolkit for DeepSeek Harness: Studio + QuickEnhancer. Open-source Prompt building and enhancement toolkit.

find-image-prompt-skill

jasonliu119

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

office-farmer-emoji

jonnycafong

🧑‍🌾 agent general skill / npm package: draw traditional Chinese rural farm tools as WeChat stickers with "enamel mug nostalgic texture + worker meme" style (CLI / programming API / DSH plugin, three ways to integrate)

vibe-intent-compiler

Shhaaawwww

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

taxue-dsh-artisan

taxueseek

Artist: DeepSeek Harness all-in-one visual creation toolchain (prompt reverse-engineering/optimization + multi-provider image generation, supports async background image output)

not-smarter-just-faster

walksls

跑了 20+ 批实验：这个 DSH 模式不会让模型更聪明，但更快更省。附带发现：它让模型少查资料、多靠猜。

dsh-prompt-enhance

zzy6-a

DSH 输入框旁的一键提示词增强：把口语化的一句话改写成目标明确、细节完整的任务说明，可一键撤销；五种改写风格、模型可跟随或固定，含 @引用/命令芯片时自动置灰保护。

dsh-prompt-boost

060625dfy

DSH plugin for optimizing input (Trae CN-style): the ✨ button next to the model selector rewrites your idea into a high-quality, faithful, directly executable prompt in one click, ↩ undoes and restores the original. An input-optimizer plugin for DeepSeek Harness web GUI.

dsh-plugin-task-forge

121212165

dsh plugin: compiles a rough need into a versioned task book, then hands it to any AI window losslessly via a read-back handshake (/forge /relay /ack /answer /forge-list)

dsh-plugin-prompt-tool

Czerror

DSH plugin: three-layer Simplified Chinese behavior spec injection (always-on layer + prompt skill + anchored preset injection) + edit prompt.md in Web UI

dsh-agents-md

daha1216

User-level global AGENTS.md for DeepSeek Harness (dsh). Defines collaboration, communication, code hygiene, and anti-sycophancy rules injected into every session. DeepSeek Harness 用户级全局 Agent 协作规则正本与开箱模板。

dsh-prompt-studio

ElioChen240

Prompt & Agent Preset Evolution Studio for DeepSeek Harness: Git-style versioning, diff timeline, golden test bench, and one-click regression evaluation.

dsh-anchored-standard-profile

guopeifeng1688

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

dsh-prompt-regression

helloxkk

DeepSeek Harness plugin: wording is behavior — snapshot and gate your prompt surface. Turn prompt wording into a test-backed contract

challenge-project-methodology

hlxstc-create

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

prompt-polish

JOJO666888888

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.

dsh-subagent-coding

shenzhantu

Cross-model subagent preset + dispatch skill for DeepSeek Harness (DSH): a reliable component, not just a task solver. Cross-model DSH coding subagent preset + dispatch skill: parseable output, bounded behavior, honest reporting

dsh-prompt-polisher

SiYue-ZO

A safe, native prompt polishing plugin for DeepSeek Harness

PromptForge

Super-Gagaga

PromptForge for DSH: a sparkle button beside the composer that rewrites your draft with an existing DSH model, with a settings page for model and reasoning effort.

deepseek-harness-skills

ubik-dsh

Clean, portable agent skills for DeepSeek Harness, Claude Code and any harness reading the Agent Skills standard. Plain text, nothing to build. Every skill ships a checker and a measured evaluation protocol — and says what was not verified.

dsh-plugin-dev

wula1223

DSH plugin/hook/skill development standard - a battle-tested playbook for DeepSeek Harness

dsh-prompt-optimizer

xinmo114514

✨ DSH persistent Web plugin: one click next to the input box rewrites vague requirements into super prompts executable by AI agents. Reuses the currently selected model, exploration-first protocol + Skills awareness, rainbow marquee border and input lock, auto-loads on restart. MIT open source.

dsh-prompt-system

yuloong07-star

dsh-prompt-system prompt optimization system — optimizes prompts based on the workspace and current session