How do I install the Talk Normal skill?

Run npx skillmds@latest add hexiecs/talk-normal-2 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Talk Normal safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Talk Normal?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Talk Normal free to use?

Yes. Installing skills from SkillMD is free. This skill is licensed under MIT.

Who published Talk Normal?

hexiecs (@hexiecs) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Talk Normal by hexiecs — Agent Skill

Name: Talk Normal
Author: hexiecs

Talk Normal

Stop LLM slop. A curated system prompt that cuts verbose, corporate-sounding LLM output by 56-73% (measured) while preserving information. Works bilingually (English + Chinese). Installs into your AGENTS.md as an always-on behavior modifier.

hexiecs 013c48b 4 files · 11.1 KB Updated Sep 17, 2026

File contents

talk-normal

A curated system prompt that stops your LLM from writing like a LinkedIn post. Measured: 73% character reduction on GPT-4o-mini, 72% on GPT-5.4, across 10 prompts in English and Chinese, without losing information.

When to Use

Run the installer once per workspace to make your Hermes agent permanently less verbose. This is not a per-turn skill — it is a one-time installer that injects always-on rules into your project's context file.

Procedure

To install or update talk-normal in the current workspace:

bash install.sh

The script auto-detects your workspace config file (.hermes.md, HERMES.md, or AGENTS.md) and injects the prompt between # --- talk-normal BEGIN --- and # --- talk-normal END --- markers. The installer is idempotent: running it again replaces the existing talk-normal block in place with the latest rules. Nothing else in your config file is touched.

To remove:

bash install.sh --uninstall

Start a new Hermes session to take effect.

What gets installed

The contents of prompt.md get injected into your workspace config file. The rules target the specific slop patterns that make LLM output sound corporate and padded:

Filler and hedging — banned opening phrases, no throat-clearing, no restating the question
Structural discipline — lead with the answer, match depth to complexity, bullets only when genuinely parallel
Closing patterns — no summary stamps, no hypothetical follow-up offers, no conditional next-step menus
Rhetorical tics — no negation-based contrastive framing, no plain-language restatements
Shape of comparisons — give a recommendation with brief reasoning, cap pros/cons lists

Verification

After installing, start a new Hermes session and ask a simple question like "What is Python?". The response should be 3-5 sentences with no filler phrases. Compare against the benchmarks at https://github.com/hexiecs/talk-normal for expected output.

Pitfalls

Security scanner: Hermes flags this skill as "DANGEROUS" because it modifies AGENTS.md (persistent prompt modification). This is expected — the skill's entire purpose is injecting always-on prompt rules. Install with hermes skills install --force hexiecs/talk-normal/skill-hermes.
Rules only take effect in a new session — Hermes freezes context files at session start.
If you have both .hermes.md and AGENTS.md, the installer writes to whichever it finds first (.hermes.md > HERMES.md > AGENTS.md).

Upstream and issues

Source: https://github.com/hexiecs/talk-normal
Issues and rule suggestions: https://github.com/hexiecs/talk-normal/issues

---name: talk-normal-2description: Stop LLM slop. A curated system prompt that cuts verbose, corporate-sounding LLM output by 56-73% (measured) while preserving information. Works bilingually (English + Chinese). Installs into your AGENTS.md as an always-on behavior modifier.license: MIT---# talk-normalA curated system prompt that stops your LLM from writing like a LinkedIn post. Measured: 73% character reduction on GPT-4o-mini, 72% on GPT-5.4, across 10 prompts in English and Chinese, without losing information.## When to UseRun the installer once per workspace to make your Hermes agent permanently less verbose. This is not a per-turn skill — it is a one-time installer that injects always-on rules into your project's context file.## ProcedureTo install or update talk-normal in the current workspace:```bashbash install.sh```The script auto-detects your workspace config file (`.hermes.md`, `HERMES.md`, or `AGENTS.md`) and injects the prompt between `# --- talk-normal BEGIN ---` and `# --- talk-normal END ---` markers. The installer is idempotent: running it again replaces the existing talk-normal block in place with the latest rules. Nothing else in your config file is touched.To remove:```bashbash install.sh --uninstall```Start a new Hermes session to take effect.## What gets installedThe contents of `prompt.md` get injected into your workspace config file. The rules target the specific slop patterns that make LLM output sound corporate and padded:- **Filler and hedging** — banned opening phrases, no throat-clearing, no restating the question- **Structural discipline** — lead with the answer, match depth to complexity, bullets only when genuinely parallel- **Closing patterns** — no summary stamps, no hypothetical follow-up offers, no conditional next-step menus- **Rhetorical tics** — no negation-based contrastive framing, no plain-language restatements- **Shape of comparisons** — give a recommendation with brief reasoning, cap pros/cons lists## VerificationAfter installing, start a new Hermes session and ask a simple question like "What is Python?". The response should be 3-5 sentences with no filler phrases. Compare against the benchmarks at https://github.com/hexiecs/talk-normal for expected output.## Pitfalls- **Security scanner**: Hermes flags this skill as "DANGEROUS" because it modifies `AGENTS.md` (persistent prompt modification). This is expected — the skill's entire purpose is injecting always-on prompt rules. Install with `hermes skills install --force hexiecs/talk-normal/skill-hermes`.- Rules only take effect in a **new session** — Hermes freezes context files at session start.- If you have both `.hermes.md` and `AGENTS.md`, the installer writes to whichever it finds first (`.hermes.md` > `HERMES.md` > `AGENTS.md`).## Upstream and issues- Source: https://github.com/hexiecs/talk-normal- Issues and rule suggestions: https://github.com/hexiecs/talk-normal/issues

Frequently asked questions