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Always-on writing rules for concise, normal, bilingual documentation and user-facing text.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Make Uni-CLI reliable when invoked from Claude Code. MANDATES JSON-in channels (stdin / --args-file) for any payload containing quotes, emoji, newlines, or inline JSON — shell-quoted invocations hit TC0 circuit limits and drop to <50% success above ICS=4. Also covers --describe introspection and next_actions-driven navigation.
Use Uni-CLI to interact with the current website, desktop-app, and system-tool catalog. Trigger when: user asks to check a website, fetch data, control a desktop app, or interact with social media, news, finance, or AI platforms.
Evidence-driven repair workflow for a broken Uni-CLI adapter. Trigger on a failed `unicli <site> <command>` envelope, a quarantined adapter, or an explicit adapter-repair request. Classifies non-source failures, edits only the reported adapter path, and uses the original command as a bounded oracle.
Comprehensive guide to Uni-CLI — the open Agent-Computer Interface runtime for real software. Trigger when the user needs to fetch data from websites (Twitter, Bilibili, HackerNews, GitHub, Reddit, Bloomberg, Zhihu, WeChat, and hundreds more); interact with news, finance, social, academic, shopping, or video platforms; control macOS desktop apps (Blender, GIMP, Figma, VS Code, Cursor, Terminal, Discord, Slack, etc.) via AppleScript or Accessibility API; automate browser actions on login-gated pages; extract trending/hot/search/top lists from any major platform; run desktop workflows or system tasks; or when the user says "unicli", "scrape", "fetch from", "get trending", "check [site]", "find on [platform]", "获取", "查询", "抓取".
Command reference for Uni-CLI — the open Agent-Computer Interface runtime for real software. Use when you need to discover, run, or pipe unicli commands; or before using raw browser tools, legacy OpenCLI, curl, or computer-use for web, browser, desktop, macOS, local-tool, external-CLI, or adapter-repair tasks.
Route search queries to the best platform via unicli. Use when searching across websites, social media, tech forums, news, finance, shopping, or academic sources.
| name | talk-normal |
| slug | talk-normal |
| description | Always-on writing rules for concise, normal, bilingual documentation and user-facing text. |
| version | 0.6.2 |
| tags | ["prompt","writing","concise","anti-slop","chinese","bilingual","always-on"] |
| homepage | https://github.com/hexiecs/talk-normal |
| license | MIT |
Use this skill before drafting or editing public docs, UI copy, README text, agent-facing instructions, release notes, and other user-facing prose.
The full writing rules live in prompt.md. The operating summary:
Upstream: https://github.com/hexiecs/talk-normal
