# No AI Slop Demo: 3 Ways to Test the Codex Skill With Real Examples > Discover the no AI slop demo with 3 real examples. Test Codex skills interactively in ChatGPT or Claude using Edit and Detect modes. Run the local build script for distribution. - Repository: [Peter Yang/no-ai-slop](https://github.com/petergyang/no-ai-slop) - Tags: demo - Published: 2026-09-11 --- **The no ai slop demo runs entirely inside ChatGPT or Claude using prompt-only logic, offering two interactive modes—**Edit** and **Detect**—plus a local build script to package the skill for distribution.** The **no ai slop** repository by `petergyang` implements a Codex-style skill that identifies and removes generic AI writing patterns. Unlike traditional plugins, this demo requires no external runtime code; all behavior is driven by markdown configuration files interpreted by the host AI platform. ## Live Demo 1: Edit Mode (Default) The primary no ai slop demo experience is the **Edit** mode, accessed via the default prompt defined in [`.codex-plugin/plugin.json`](https://github.com/petergyang/no-ai-slop/blob/main/.codex-plugin/plugin.json). ### Input Example Trigger the skill by starting your message with the skill command followed by text containing common AI patterns like **binary contrast** or **colon reveals**: ```text /no-ai-slop I think the future isn’t coming. It’s already here. The best part: it learns. ``` ### Output Result The skill processes the input through the rules defined in [`skills/no-ai-slop/SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/skills/no-ai-slop/SKILL.md) and returns a cleaned version: ```text I think the future is already here. The best part is that it learns. ``` **What changed:** The demo stripped the binary contrast construction (`isn’t coming. It’s already here`) and converted the colon reveal (`The best part: it learns`) into a plain sentence while preserving the author's voice. ### Technical Source According to the source code in `petergyang/no-ai-slop`, the editing logic resides entirely in [`SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/SKILL.md). This file contains the editing principles, pattern-cut lists, and transformation rules that the host AI applies to the input text. No external API calls or code execution occurs during this demo. ## Live Demo 2: Detect Mode ("Is This Slop?") The second no ai slop demo mode flags problematic patterns without rewriting the text, useful for manual content review. ### Triggering Pattern Detection Use the alternative prompt specified in the plugin manifest: ```text /no-ai-slop is this slop? Here’s the thing, the model does X. The best part: it learns. ``` ### Pattern Analysis Output The demo returns a structured report identifying specific AI slop patterns: ```text Pattern: Binary contrast – “It’s not X. It’s Y.” Quote: “Here’s the thing, the model does X.” Fix: Remove the throat‑clearing opener and state the point directly. Pattern: Colon reveal – “The best part: it learns.” Quote: “The best part: it learns.” Fix: Rewrite as a plain sentence. ``` This output demonstrates how [`SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/SKILL.md) categorizes violations—flagging **throat-clearing openers** and **binary contrasts**—while leaving the rewrite decision to the user. ## Local Build Demo: Packaging the Skill To run the no ai slop demo outside hosted platforms or distribute modified versions, use the build script provided in the repository. ### Building the Plugin Package Execute the Python script [`scripts/build_plugin.py`](https://github.com/petergyang/no-ai-slop/blob/main/scripts/build_plugin.py) from the repository root: ```bash python scripts/build_plugin.py ``` This command performs the following actions: - Validates the manifest file [`.codex-plugin/plugin.json`](https://github.com/petergyang/no-ai-slop/blob/main/.codex-plugin/plugin.json) - Copies [`SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/SKILL.md) and [`eval.md`](https://github.com/petergyang/no-ai-slop/blob/main/eval.md) into the distribution bundle - Packages the icon, license, and metadata into a zip archive - Outputs `dist/no-ai-slop-plugin-1.0.6.zip` (version may vary) ### Verification with Eval Checks After the build process, the skill references [`skills/no-ai-slop/eval.md`](https://github.com/petergyang/no-ai-slop/blob/main/skills/no-ai-slop/eval.md) to perform self-validation. This markdown file contains compliance checklists ensuring that any edit respects the writer's voice and removes only listed AI-slop patterns, functioning as a quality gate before distribution. ## Summary - **Edit Mode:** Invoke `/no-ai-slop` followed by text to automatically strip binary contrasts, colon reveals, and throat-clearing phrases according to [`SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/SKILL.md). - **Detect Mode:** Use `/no-ai-slop is this slop?` to identify specific AI patterns without automatic rewriting, receiving structured feedback based on the pattern list in the skill configuration. - **Local Build:** Run `python scripts/build_plugin.py` to package the manifest, logic files, and validation rules into a distributable ZIP for ChatGPT or Claude plugin stores. - **Architecture:** The demo is prompt-only, requiring no external runtime—all logic lives in [`.codex-plugin/plugin.json`](https://github.com/petergyang/no-ai-slop/blob/main/.codex-plugin/plugin.json), [`SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/SKILL.md), and [`eval.md`](https://github.com/petergyang/no-ai-slop/blob/main/eval.md). ## Frequently Asked Questions ### What platforms support the no ai slop demo? The demo runs on any AI assistant platform compatible with Codex-style skills, including ChatGPT and Claude. Because the implementation is prompt-only (defined in [`SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/SKILL.md) and [`plugin.json`](https://github.com/petergyang/no-ai-slop/blob/main/plugin.json)), it requires no server infrastructure or API keys beyond the host platform's standard plugin interface. ### How does the skill decide what counts as slop? The detection criteria are explicitly listed in [`skills/no-ai-slop/SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/skills/no-ai-slop/SKILL.md). This file defines specific patterns such as **binary contrasts** (`It’s not X. It’s Y.`), **colon reveals** (`The best part: ...`), and **throat-clearing openers** (`Here’s the thing...`), along with instructions for removing or flagging each pattern while preserving the author's original voice. ### Can I modify the editing rules in the demo? Yes. Since the core logic is pure markdown, you can edit [`SKILL.md`](https://github.com/petergyang/no-ai-slop/blob/main/SKILL.md) to add new prohibited patterns or adjust editing principles, then rebuild the package using [`scripts/build_plugin.py`](https://github.com/petergyang/no-ai-slop/blob/main/scripts/build_plugin.py). The [`eval.md`](https://github.com/petergyang/no-ai-slop/blob/main/eval.md) file provides validation checkpoints to ensure your modifications still maintain voice consistency and don't introduce new artifacts. ### Is there any external code execution when running the demo? No. The no ai slop demo is entirely a **prompt-only** implementation. When you run the edit or detect commands, the host AI (ChatGPT/Claude) interprets the markdown rules directly. The Python build script only packages static files; it does not run during actual text processing or editing operations.