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    Repair Email Threading, Replies & Conversation Mapping

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    Repair Email Threading, Replies & Conversation Mapping is a bounded ToolForge Labs workflow.

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    Repair Email Threading, Replies & Conversation Mapping

    Repair Email Threading, Replies & Conversation Mapping

    Example session with this skill installed

    Our support system sends and receives email through a provider webhook. Replies sometimes open new tickets when the subject changes, forwarded messages can attach to the wrong conversation, and duplicate webhooks occasionally append the same reply twice. Repair threading without relying on subject text as the primary identity.

    • Read your context and instructions
    • Compiled the repair email threading

    The likely issue is a contract mismatch around email Message-ID/In-Reply-To/References handling, provider threading, aliases, plus-addressing, forwarded mail, duplicate delivery, subject changes, conversation ownership, and reply routing. I would first define the invariant: Conversation membership must derive from authenticated tenant/contact context plus durable message/thread references; subjects are presentation metadata and may only be a conservative fallback when stronger identifiers are unavailable. Then I would trace the smallest owning boundary, apply or propose a bounded repair/review step, and add deterministic normal, boundary, failure and replay tests. The workflow preserves tenant/customer isolation, reply-to policy, privacy, existing provider contracts, and user-visible conversation history. If repository/workspace files are available, the findings can be mapped to exact paths and focused local validation; with partial evidence, the result stays an explicit diagnosis/evidence map with assumptions and no invented execution claims.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Repair Email Threading, Replies & Conversation Mapping is a bounded ToolForge Labs workflow. Diagnose, review, and repair email Message-ID/In-Reply-To/References handling, provider threading, aliases, plus-addressing, forwarded mail, duplicate delivery, subject changes, conversation ownership, and reply routing. Works from full repositories/workspaces or partial evidence. Produces bounded fixes or evidence gates with deterministic validation while preserving existing product/security policy and avoiding invented execution claims. It works from a full repository/workspace or partial evidence such as snippets, logs, configuration, traces, documents, tickets, and architecture notes. The skill separates verified facts from assumptions, avoids invented execution claims, and produces concrete repair/review steps with focused deterministic validation or traceable evidence.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for APIs & Backend.

    Requires manual verification for production system state. Cannot execute live delivery tests on external providers like Gmail or Outlook.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

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    Permissions

    Terminal / Shell
    Read Files
    Write Files

    Use a clean branch or controlled review workspace. Supply repository/workspace files, logs, traces, configuration, documents, or evidence needed for the task. Review patches/findings before merge or operational action; keep production credentials and destructive production actions out of the workflow.

    Listed1 month ago
    Updated9 days ago

    What's inside

    Frequently Asked Questions

    This skill fixes broken email threads, incorrect reply routing, and conversation mapping errors caused by inconsistent handling of Message-IDs, In-Reply-To headers, and mail aliases. It ensures that emails are correctly grouped into conversations across different providers and complex scenarios like plus-addressing or forwarded mail.

    It is highly flexible and can operate on full codebases, workspace repositories, or partial evidence like log snippets, SMTP traces, and architectural documentation. This allows the skill to diagnose issues even if you only have access to configuration files or headers from a single failing email.

    The skill produces deterministic validation steps and bounded fixes that respect your existing security protocols. It is designed to separate verified facts from assumptions, ensuring it never makes invented execution claims or violates your product's underlying security logic.

    You receive the complete ToolForge Labs workflow designed for email infrastructure repair, including bounded repair logic, evidence gates for validation, and documentation for integrating the skill into your AI agent's environment.

    This skill is optimized for AI agents capable of processing backend infrastructure and API logic. It works best with agents that have file-system or workspace access and can interpret SMTP-RFC standards and header metadata.

    New in APIs & Backend