llm-dark-patterns
Listed in Community
A 10-hook suite that suppresses LLM dark-pattern defaults at the textual boundary. Bundles three branches: interaction-style hooks (no-vibes false-success closeouts, time-anchor training-cutoff confusion, no-curfew unsolicited paternalism, no-sycophancy praise-spam at turn open, no-cliffhanger dangling permission-loop endings, honest-eta vibe time estimates plus linear-scaling claims), fact-fabrication hooks (no-fake-recall false-memory claims without quoted prior content, no-fake-stats fabricated percentages without source, no-fake-cite academic citations without verifiable URL), and one continuity hook (no-amnesia, snapshots working state on Stop / PreCompact / PostCompact, rehydrates on SessionStart so context survives auto-compaction). Each hook is conservative on purpose with explicit allow-clauses documented in its RECEIPTS.md. Backed by AbstentionBench, Anthropic's Constitution, AAAI 2026 sycophancy research, the CoT-faithfulness literature, and the Frontiers in AI 2026 paper on LLM-mediated cost drivers. Includes a METHODOLOGY.md harness-engineering playbook for shipping new hooks against newly discovered dark patterns.
Where this came from
- Listing read from:
- https://raw.githubusercontent.com/anthropics/claude-plugins-community/2285a368b0eab744111db241f9a2273a9d34f233/.claude-plugin/marketplace.json
- Source:
- https://github.com/waitdeadai/llm-dark-patterns/tree/e45815bb1df7510462ae88078b3d2d5b8e2155ed
- Homepage (as listed):
- https://github.com/waitdeadai/llm-dark-patterns
- Read on:
- 15 August 2026