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llm-dark-patterns

waitdeadai v1.2.1

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 con...

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From the developer

License

Apache-2.0

Works with

Claude Code

Description

From the marketplace listing

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.

Source repository ↗ Website ↗

What changed

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Keywords

Files & skills

llm-dark-patterns · catalog manifest

Saved declaration

{}
llm-dark-patterns · catalog manifest

Saved declaration

{
  "name": "llm-dark-patterns",
  "source": {
    "sha": "e45815bb1df7510462ae88078b3d2d5b8e2155ed",
    "url": "https://github.com/waitdeadai/llm-dark-patterns.git",
    "source": "url"
  },
  "homepage": "https://github.com/waitdeadai/llm-dark-patterns",
  "description": "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."
}
llm-dark-patterns · catalog manifest

Saved declaration

{
  "name": "llm-dark-patterns",
  "tags": [
    "safety",
    "governance",
    "hooks",
    "stop-hooks",
    "ai-safety"
  ],
  "author": {
    "url": "https://github.com/waitdeadai",
    "name": "waitdeadai"
  },
  "license": "Apache-2.0",
  "version": "1.2.1",
  "category": "security",
  "homepage": "https://github.com/waitdeadai/llm-dark-patterns",
  "keywords": [
    "claude-code",
    "hooks",
    "dark-patterns",
    "anti-sycophancy",
    "anti-hallucination",
    "verification",
    "governance",
    "ai-safety",
    "llm-safety",
    "abstention"
  ],
  "repository": "https://github.com/waitdeadai/llm-dark-patterns",
  "description": "Out-of-band Claude Code Stop / SubagentStop hook judges that block 30 LLM dark patterns at the closeout boundary: false-success without evidence, sycophancy, paternalism, permission-loops, vibe time estimates, fake recall, fake stats, fake citations, count-vs-enumeration self-consistency drift, context loss after compaction, multi-agent rollup failures, power-user polish failures, and unreachable new symbols (advisory). Deterministic verdicts, no network calls, no model in the verdict path, Apache-2.0, paper-grade claim ledger."
}

plugin.json observed Nov 6, 2026 · 10:45 UTC. Manifest source ↗

Catalog declarations and available plugin.json metadata are saved. Referenced skills and executable source files are not downloaded or tested. Missing components in a manifest do not prove that the plugin has none.

Installation instructions

Community

/plugin marketplace add anthropics/claude-plugins-community
/plugin install llm-dark-patterns@claude-community

Claude Code installation documentation

Technical details
Sources
Community
First seen
Oct 3, 2026 · 22:13 UTC
Last seen
Nov 9, 2026 · 12:07 UTC
Latest observed change
Oct 3, 2026 · 22:13 UTC
Collection status
Listed
Reported installs
Not provided

Installation counts are source-reported, not independently verified active users. Observation dates are not release dates.

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