Ext Ops Panel
Open dashboard

anti-hallucinate

Anti-hallucination guidelines for Claude Code based on Anthropic's research.

Plugin bundle · by instantX-research

About

anti-hallucinate is a plugin bundle for AI coding tools published by instantX-research. Marketplaces we read that list it: 1 (Community GitHub marketplaces). We first saw it on 2026-10-22 and have recorded no change since. As of our marketplace pass on 2026-10-23.

What it asks for

  • Installs as a plugin bundle

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a Claude Code plugin

Built from what Community GitHub marketplaces declares.

Claude CodeInside a Claude Code session
/plugin marketplace add instantx-research/anthropic-anti-hallucinate-skills
/plugin install anti-hallucinate@anthropic-anti-hallucinate-skills

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Community marketplace instantx-research/anthropic-anti-hallucinate-skills (Open the source on GitHub) Listed 1.0.0 Forks (GitHub): 1
Stars (GitHub): 13
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

Listed in one community marketplace
MarketplaceRepositoryStars (GitHub)
anthropic-anti-hallucinate-skills instantx-research/anthropic-anti-hallucinate-skills 13

Which marketplaces we read and how we check them

What the bundle contains

As published on Community GitHub marketplaces.

Skills: 1

  • anti-hallucinate

What changed

  1. Became a product we track
  2. Community GitHub marketplaces: appeared

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • chuck

    Smart context injection for Claude Code — injects relevant rules per prompt, remembers architectural decisions, catches contradictions in real-time

    by cssmith615 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • ai-orchestration-plugin

    [DEPRECATED] Multi-AI orchestration patterns for Claude Code - combining Claude, Codex, and Gemini for comprehensive validation and co-implementation

    by Creator Hian · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • ai-cli

    CLI tool for running Claude Code SDK sessions with configurable modes

    by Silas Rhyneer · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • hermes-blind

    Local recovery anchors for Claude Code and Codex sessions, plus evidence-gated evaluation prompts

    by Hermes Labs · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • codex

    Query OpenAI Codex for root cause analysis (read-only, no edits)

    by ggprompts · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • codex-advisor

    Get a second opinion from GPT-6 Astra via Codex CLI before big decisions.

    by Fatih C. Akyon · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • codecall

    Adaptive implementation-grounded learning for Claude Code.

    by Gaurav · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • prompt-improver

    Intelligent prompt optimization using skill-based architecture. Enriches vague prompts with research-based clarifying questions before Claude Code executes them

    by severity1 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • orchestrator

    Generate ready-to-paste Claude Code prompts with the right agent, orchestration pattern, and safety rails. Orchestrator synthesises patterns from 6 open-source projects into a…

    by amitvijapur · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • codex-plus

    Enhanced OpenAI Codex CLI integration (multi-model, context classification)

    by Jongwon Choi · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • chuck

    Smart context injection for Claude Code — injects relevant rules per prompt, remembers architectural decisions, catches contradictions in real-time

    by cssmith615 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • prompt-improver

    Intelligent prompt optimization using skill-based architecture. Enriches vague prompts with research-based clarifying questions before Claude Code executes them

    by severity1 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • orchestrator

    Generate ready-to-paste Claude Code prompts with the right agent, orchestration pattern, and safety rails. Orchestrator synthesises patterns from 6 open-source projects into a…

    by amitvijapur · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-perfectionist

    Claude Perfectionist audits your Claude Code instruction harness — CLAUDE.md, rules, hooks, settings, MCP config — and finds contradictions, missing verification, stale commands…

    by into-the-intraverse · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • adversarial-review

    Adversarial planning and code review workflow between Claude Code and OpenAI Codex CLI. Enables iterative convergence loops where Claude creates plans/code and Codex provides…

    by bobby-beckmann · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • outputai

    Output.ai workflow development toolkit for Claude Code. Adds 5 specialist agents (planner, builder, debugger, prompt writer, quality reviewer), 40+ slash-command skills covering…

    by growthxai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • atomic-agents

    Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and…

    by BrainBlend-AI · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • ralph-loop

    Interactive self-referential AI loops for iterative development, implementing the Ralph Wiggum technique. Claude works on the same task repeatedly, seeing its previous work, until…

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • langfuse-observability

    Langfuse observability plugin for Claude Code — captures and exports traces, spans, and session telemetry from Claude Code to Langfuse for LLM monitoring, debugging, and evaluation

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • claude-code-setup

    Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents.

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • security-guidance

    Security review for Claude-generated code. Pattern-based warnings on edits, LLM-powered diff review on Stop, and an agentic commit reviewer that catches injection, XSS, SSRF…

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    by techwolf-ai · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • CodeRabbit

    AI-powered code review in Codex, powered by CodeRabbit.

    by CodeRabbit AI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • GitHub

    Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Superpowers

    An agentic skills framework & software development methodology that works: planning, TDD, debugging, and collaboration workflows.

    by Jesse Vincent · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • ai-orchestration-plugin

    [DEPRECATED] Multi-AI orchestration patterns for Claude Code - combining Claude, Codex, and Gemini for comprehensive validation and co-implementation

    by Creator Hian · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • ai-cli

    CLI tool for running Claude Code SDK sessions with configurable modes

    by Silas Rhyneer · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • hermes-blind

    Local recovery anchors for Claude Code and Codex sessions, plus evidence-gated evaluation prompts

    by Hermes Labs · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • codex

    Query OpenAI Codex for root cause analysis (read-only, no edits)

    by ggprompts · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • codex-advisor

    Get a second opinion from GPT-6 Astra via Codex CLI before big decisions.

    by Fatih C. Akyon · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • awesome-copilot

    Meta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • ai-ready

    Analyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates…

    by johnpapa · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot, Community GitHub marketplaces · Describes nearly the same job

  • edge-ai-tasks

    Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • copilot-goal-skill

    Goal-driven task orchestration with independent verification. Interviews the user to define a clear goal, then loops between a Builder subagent (does the work) and an Inspector…

    by gsemet · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • ai-team-orchestration

    Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

    by Denis Evdokimov · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Advisor

    Consult a stronger model before major decisions, when stuck, and before declaring done.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • pstack

    if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.

    by Lauren Tan · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Origin Apps

    Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Sequa.AI

    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

    by sequa-ai · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Zen

    Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

    by BeehiveInnovations · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Sequential Thinking (Reference)

    Dynamic and reflective problem-solving through thought sequences.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • E2B

    Giving Claude ability to run code with E2B via MCP (Model Context Protocol).

    by e2b-dev · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Agent Intern

    Delegate from Claude Code to Gemini, Codex, Copilot, Cursor and opencode CLIs as sub-agents.

    by SinanTufekci · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Orchestrator

    Let one coding-agent CLI consult another: Codex, Claude Code, OpenCode, Copilot or Antigravity.

    by crAK1644 · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Noosphere

    Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

    by JinNing6 · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Codex Subagent

    Delegate coding tasks to the OpenAI Codex CLI, installed separately, with explicit model and effort.

    by parisbs · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SkillGild

    Search and run hosted AI agent skills for Claude Code, Codex, Cursor and Gemini CLI.

    by SkillGild · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Has a listing on PyPI (MCP servers) (5)
  • marm-mcp-server io.github.Lyellr88/marm-mcp-server

    Universal MCP Server with advanced AI memory capabilities and semantic search.

    by Lyellr88 · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • air-blackbox-mcp io.github.airblackbox/air-blackbox-mcp

    EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

    by airblackbox · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • Gnosis MCP

    Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

    by nicholasglazer · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, PyPI (MCP servers) · Describes nearly the same job

  • lineai-mcp-server io.github.lineai-intelligence/lineai-mcp-server

    An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.

    by lineai-intelligence · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • repo-graph io.github.James-Chahwan/repo-graph

    Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

    by James-Chahwan · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers), Community GitHub marketplaces · Describes nearly the same job

Has a listing on npm registry (MCP servers) (5)
  • review-assist-mcp io.github.uditk2/review-assist-mcp

    Turns an AI coding agent session into a reviewable Intent Document, validated against the diff.

    by uditk2 · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • mistral-mcp io.github.Swih/mistral-mcp

    Mistral MCP server: extract invoices and documents from text, Markdown or OCR into typed JSON.

    by Swih · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, npm registry (MCP servers), Community GitHub marketplaces · Describes nearly the same job

  • speclock io.github.sgroy10/speclock

    AI Constraint Engine — enforces CLAUDE.md and .cursorrules as laws. 51 MCP tools.

    by sgroy10 · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers), Community GitHub marketplaces · Describes nearly the same job

  • sub-agents-mcp io.github.shinpr/sub-agents-mcp

    MCP server for delegating tasks to specialized AI sub-agents across coding tools

    by shinpr · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • Overleaf

    Overleaf MCP server for Claude, Codex, ChatGPT, and Cursor with safe LaTeX editing and review.

    by yangzichao · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built