kill-ai-slop
Kill AI Slop is a multilingual field guide and agent skill that catalogues 33 common AI-generated design tells with interactive before-after demos, and provides a tool to scan and fix web projects.
它通过可编辑的提示文件(SKILL.md)实现编辑判断,而非硬编码的排序函数,从而灵活调整;同时避免了 NotebookLM 缺乏消费者 API 的问题,仅用 Gemini 处理语音,成本低廉。
English · 简体中文
A daily briefing that publishes itself twice: once as a web page, once as a narrated podcast episode per language. A typical run reads about 40 items, keeps 15, writes them up, and has the episodes on Apple Podcasts before breakfast.
Running example — both shows come out of the same pipeline, same morning: Silicon SNR (English) and 硅基信噪比 (Chinese).
It exists because feed volume outgrows reading time, and because most AI summarizers flatten everything into the same tone. Scoring is the part that matters, and scoring is a judgment call, so it lives in a prompt that can be edited rather than a ranking function that would have to be rewritten.
The important file is Markdown, not Python.
skills/horizon-radar/SKILL.md holds the editorial judgment: how to score an item
0–10, when two stories are the same story, how to write a segment someone will
listen to. A coding agent reads it every morning and does the work. When the
briefing degrades, that file is what changes.
tools/ is the plumbing — dedupe, render, encode, upload, build RSS. Scripts,
because those steps should produce identical output every run.
fetch → dedupe → score → enrich → write → render → push site
↓
narrate → TTS → upload → RSS → push feeds
The reference deployment above covers AI and semiconductors; the machinery doesn't
care. The audience and topics are described in config.toml, and the scrapers
point wherever you aim them. The example config is deliberately a film/TV setup, so
it's clear the tech angle isn't baked in.
It's the obvious first idea, and Audio Overview is genuinely good. But there's no consumer API — only a per-seat Google Cloud product, which doesn't make sense for a one-person daily show. The third-party wrappers are reverse-engineered and break.
Generating the script locally turns out better anyway: the agent is already in the loop, which means editorial control over structure and emphasis. The API only handles the voice. Gemini TTS covers Chinese and English well an
Turn RSS/HN/Reddit noise into a daily briefing — as a web page and a self-publishing narrated podcast. Subject matter is configuration, not code.
根据分类、Topic 和编程语言匹配的相似项目。
Kill AI Slop is a multilingual field guide and agent skill that catalogues 33 common AI-generated design tells with interactive before-after demos, and provides a tool to scan and fix web projects.
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A 28.9 million parameter language model runs on an $8 ESP32-S3 microcontroller entirely on-device, generating simple stories at about 9.5 tokens per second.