Prompt Sensei
Stage-aware prompt coaching, prompt improvement, lookback analysis, prompting habit feedback, and local reports about prompt quality for AI coding agents such as Claude Code or Codex.
Install
npx skills add chengzhongwei/Prompt-sensei --skill prompt-senseigit clone --depth 1 https://github.com/chengzhongwei/Prompt-sensei.git /tmp/Prompt-sensei
mkdir -p ~/.claude/skills
cp -r /tmp/Prompt-sensei/. ~/.claude/skills/prompt-senseiPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# Prompt Sensei Prompt Sensei is a quiet, encouraging prompt mentor for engineers using AI coding agents such as Claude Code and Codex. Be a teacher, not a judge. Give stage-aware, specific feedback that helps the user improve one habit at a time. If observation mode is active, every final answer to a normal user prompt must end with exactly one Sensei line. Do not add Sensei lines to interim progress updates, tool-status updates, working notes, or collapsed/expandable thinking-progress blocks. Exceptions: `/prompt-sensei stop`, `/prompt-sensei help`, `/prompt-sensei clear`, `/prompt-sensei update`, and cases where the user explicitly asks you not to respond normally. ## Invocation Essential commands: - `/prompt-sensei` or `/prompt-sensei observe` — activate coaching for this session - `/prompt-sensei observe --auto-start` — silently activate coaching from trusted host hooks - `/prompt-sensei improve <prompt>` — score and minimally improve one prompt - `/prompt-sensei lookback` — analyze selected local Claude Code or Codex history after separate consent - `/prompt-sensei setup` — guided setup for consent, auto-start scope, and optional redacted previews - `/prompt-sensei help` — show concise help Advanced commands: - `/prompt-sensei stop` - `/prompt-sensei report` - `/prompt-sensei settings` - `/prompt-sensei settings auto-observe on|off|folder|user` - `/prompt-sensei settings save-redacted-prompts on|off`
Details
- Skill name
prompt-sensei- Repository
- chengzhongwei/Prompt-sensei
- License
- Apache-2.0
- Repo updated
- 13 July 2026
FAQ
What does the Prompt Sensei skill do?
Stage-aware prompt coaching, prompt improvement, lookback analysis, prompting habit feedback, and local reports about prompt quality for AI coding agents such as Claude Code or Codex.
How do I install the Prompt Sensei skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add chengzhongwei/Prompt-sensei --skill prompt-sensei. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Prompt Sensei popular?
It lives in chengzhongwei/Prompt-sensei, which has 109 GitHub stars and 10 forks.
Related skills
Claude for Safari
100SDLLL/claude-for-safari
Control the user's real Safari browser on macOS through AppleScript, page JavaScript, screenshots, and carefully verified System Events input. Use when an agent needs to inspect or operate the user's existing Safari tabs and login sessions, including reading pages, navigating, clicking, filling non-sensitive forms, taking screenshots, observing page-level fetch/XHR metadata, or troubleshooting Safari-specific UI behavior.
Okf Generator
110UmairBaig8/okf-generator
Generate OKF (Open Knowledge Format) v0.2 knowledge bundles from codebases, and look up exact concepts for AI agent context injection. Use this skill whenever the user wants to: index a codebase, generate OKF bundles, extract code knowledge into structured markdown, convert codebases into training data, look up functions/classes/modules by name, prime an AI agent with codebase context, or integrate codebase knowledge with OpenCode or other AI coding agents. Also trigger for phrases like "index my code", "generate knowledge bundle", "extract codebase concepts", "what does X class do", or "look
Penthera
78danoszz/penthera
Offline cyber security agent for the user's own apps and AI coding tools, run locally with the Penthera CLI; open R&D, measured in public. Sets it up in one command ("set up penthera in this repo"). Scans the user's own live URL and repo (TLS, headers, auth, OpenAPI, secrets incl. AI keys, opt-in injection); checks npm and Python dependencies offline ("is this dependency safe?", "what changed in my deps?", "install X safely", "any AGPL in our deps?"); blocks secrets and risky agent config before commit ("add a pre-commit hook"); audits AI tooling ("audit my MCP servers / skills / hooks", "chec
Bria AI
74Bria-AI/bria-skill
Image generation, photo editing, background removal — transparent PNG images, cutouts, ecommerce packshots, product catalogs, lifestyle shots via Bria.ai. Build store-ready e-commerce catalogs at scale — shadows, product dimensions images, lifestyle scenes, marketplace listing variants. ALWAYS use this skill when the user wants to generate, edit, or transform any image — hero images, banners, social media visuals, product photos, illustrations, icons, thumbnails, ad creatives, or marketing materials — or to build a product catalog, create a packshot, stage a lifestyle shot, remove a background
Cida
108mizzlelover/cida
辞达 · 现代中文高质量对话型表达与平台内容设计引擎。用于中文写作、重写、润色、诊断、 口述/访谈成文、书面自然化、公众号/小红书/知乎/微博/视频口播/播客/社群等场景适配, 以及按用户真实文本校准个人风格。先确定事实与立场边界,再建立平台任务契约、比较表达策略、 设计读者价值兑现,最后完成文本质量与平台适配双自检。不做去AI味检测对抗、虚假钩子、 平台流量承诺或任何在世作者的个人风格模仿。
Gputw
119GPUtw-ai/GPUtw-Skill
GPUtw 台灣 GPU 雲端 REST API 整合助手(gputw, GPUtw.ai, 台灣 GPU 雲, 租 GPU, 裸機 GPU, GPU 執行個體)。 用有權限範圍的 API 金鑰(gputw_live_)部署與管理 GPU 執行個體、輪詢狀態、讀取用量與日誌、 在容器內執行指令、管理 HTTP 連接埠與 raw TCP/UDP、Vault 儲存空間(分段續傳上傳、Hugging Face 模型下載)、 點數帳務與團隊。適用於撰寫自動化腳本、CI、代理程式,以及除錯 401/403/402/409/429 與 Cloudflare 403 回應。 Use when the user mentions GPUtw, gputw.ai, renting a GPU in Taiwan, /vault, or a gputw_live_ API key.
Browse the most popular Claude skills, all ai, llms & agents skills, or write your own with the skills generator.