花 4 個月慢慢一步一步調整到可以自動化去防 AI Slop 的機制，包括：CLAUDE.md 跟 Hook 之間的設定跟腳本，目的就是幫助整個系統在運作的時候減少 AI Slop。
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Jun 4, 2026 - Python
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writing-quality
Here are 14 public repositories matching this topic...
A Claude Code skill that detects and fixes AI-generated writing patterns. 35+ patterns, tiered scoring, editor mode.
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May 23, 2026 - Shell
Local-first research-agent workflows for defensible formal research outputs, with source-first gates, bounded routing, skill receipts, and delivery guards.
python knowledge-base codex academic-writing literature-review privacy-first academic-research material-passport research-agent self-review writing-integrity research-template writing-quality research-workflow style-fingerprint source-first external-review authorial-voice delivery-guard skill-receipts
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Jun 11, 2026 - Python
Frankkie - Advanced roleplay prompt library with anti-slop system, psychological depth modules, and 20+ toggleable quality frameworks for AI storytelling
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Dec 30, 2025
A taste system for AI agents. 288 skills, 80 agents, 12 rules, and 8 hooks that turn generic AI output into work with genuine design quality. Anti-slop detection, typography craft, color systems, brand voice, product strategy, and 50+ specialized reviewers across UI, industry, platform, and content domains.
accessibility typography wcag developer-tools cursor codex ux-design design-system ai-agents design-review design-quality agent-skills claude-code writing-quality anti-slop design-taste brand-systems
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Apr 11, 2026 - JavaScript
去AI味写作技能 — 5维评分体系，检测41种AI反模式。让 Claude/Cursor/Copilot 写出人话。Claude Code Skill，支持中英文。
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Jun 12, 2026 - Python
Professional business writing assistant - removes AI patterns, maintains authority and clarity. For reports, proposals, emails, white papers. Works with Claude, ChatGPT, Cursor, Windsurf.
gemini cursor technical-writing codex cline windsurf ai-writing business-communication writing-assistant content-editing business-writing chatgpt professional-writing claude-ai ai-writing-assistant ai-patterns claude-code professional-communication claude-skill writing-quality
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Mar 24, 2026
A reference list of AI writing patterns. Words, phrases, and structural tells that give away LLM-generated text.
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Apr 1, 2026 - Python
Quality gate tooling for building-in-the-open artifacts
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Mar 25, 2026 - Rust
Quality gate tooling for building-in-the-open artifacts
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May 8, 2026 - Rust
Claude Code plugin that eliminates AI slop from creative output. 39 anti-patterns, 5 mechanical checks, recursive router architecture.
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Apr 3, 2026
Free browser-based readability analyzer. 8 formulas, sentiment analysis, keyword extraction, SEO scoring. Privacy-first — runs entirely client-side.
javascript nlp sentiment-analysis web-app seo text-analysis readability flesch-kincaid content-analysis hemingway browser-based privacy-first readability-score grade-level writing-tools text-statistics writing-quality reading-level readability-checker hemingway-alternative
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Mar 8, 2026 - JavaScript
Dependency-free prose-quality scanners + severity-tiered validators that detect AI-tell vocabulary, stock phrases, weak openers, poor rhythm, invented statistics, and template writing.
python open-source ai prose skunkworks humanization guardrails llm ai-detection content-validation writing-quality powerweave
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Jun 10, 2026 - Python
Anti-slop framework for Claude Code: skill + scorer + agent + hook + always-on rule. 38 AI-writing patterns, domain-aware (academic / docs / blog / commit). Extends @blader/humanizer.
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May 8, 2026 - Python
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