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Add doublecheck plugin: three-layer verification pipeline for AI output (#978)
* Add doublecheck plugin: three-layer verification pipeline for AI output Adds a new plugin that helps users verify AI-generated content before acting on it. Designed for sensitive contexts (legal, medical, financial, compliance) where hallucinations carry real consequences. Three verification layers: - Self-Audit: extracts verifiable claims, checks internal consistency - Source Verification: web searches per claim, produces URLs for human review - Adversarial Review: assumes errors exist, checks hallucination patterns Supports persistent mode (auto-verifies every factual response inline) and one-shot mode (full report on specific text). Confidence ratings: VERIFIED, PLAUSIBLE, UNVERIFIED, DISPUTED, FABRICATION RISK. Includes: - Skill (skills/doublecheck/) with bundled report template - Agent (agents/doublecheck.agent.md) for interactive verification - Plugin package (plugins/doublecheck/) bundling both Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * Address review: fix tools YAML format, remove materialized artifacts - Fix tools frontmatter in agents/doublecheck.agent.md to use standard YAML list format instead of flow sequence with trailing comma - Remove plugins/doublecheck/agents/ and plugins/doublecheck/skills/ from tracking; these paths are in .gitignore as CI-materialized artifacts that should not be committed Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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@@ -38,6 +38,7 @@ See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-plugins) for guidelines on how t
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| [dataverse](../plugins/dataverse/README.md) | Comprehensive collection for Microsoft Dataverse integrations. Includes MCP setup commands. | 1 items | dataverse, mcp |
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| [dataverse-sdk-for-python](../plugins/dataverse-sdk-for-python/README.md) | Comprehensive collection for building production-ready Python integrations with Microsoft Dataverse. Includes official documentation, best practices, advanced features, file operations, and code generation prompts. | 4 items | dataverse, python, integration, sdk |
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| [devops-oncall](../plugins/devops-oncall/README.md) | A focused set of prompts, instructions, and a chat mode to help triage incidents and respond quickly with DevOps tools and Azure resources. | 3 items | devops, incident-response, oncall, azure |
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| [doublecheck](../plugins/doublecheck/README.md) | Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting. | 2 items | verification, hallucination, fact-check, source-citation, trust, safety |
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| [edge-ai-tasks](../plugins/edge-ai-tasks/README.md) | Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai | 2 items | architecture, planning, research, tasks, implementation |
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| [flowstudio-power-automate](../plugins/flowstudio-power-automate/README.md) | Complete toolkit for managing Power Automate cloud flows via the FlowStudio MCP server. Includes skills for connecting to the MCP server, debugging failed flow runs, and building/deploying flows from natural language. | 3 items | power-automate, power-platform, flowstudio, mcp, model-context-protocol, cloud-flows, workflow-automation |
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| [frontend-web-dev](../plugins/frontend-web-dev/README.md) | Essential prompts, instructions, and chat modes for modern frontend web development including React, Angular, Vue, TypeScript, and CSS frameworks. | 4 items | frontend, web, react, typescript, javascript, css, html, angular, vue |
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