Root Cause Tracing

by DYAI2025 · development · skill

Use after the same bug signature recurs two or more times so fixes stop treating symptoms and identify the causal chain before further edits.

Source: https://github.com/DYAI2025/Plumbline

Install

git clone https://github.com/DYAI2025/Plumbline

Tags: skill

⭐ 6 GitHub stars · Source: skillsdirectory

About development MCP servers and Claude skills

development MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

Root Cause Tracing is one of hundreds of development entries indexed on Skiln. Browse the full development category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

Related development MCPs and skills

  • Ai Native Prd Architect by DYAI2025

    Use when turning a feature idea into an implementation-ready PRD with traceable REQ IDs, acceptance criteria, NFRs, risks, data model, and task slices for /agileteam Phase 0.

  • Claude Reflect by DYAI2025

    Use during retrospectives to discover recurring process, prompt, skill, or workflow improvement candidates before authoring persistent changes.

  • Konfabulations Audit by DYAI2025

    Checks every external claim for evidence before the final answer and classifies it as supported, inferable, unverified, or do-not-claim. Companion to ultrathink-craftsmanship. Use when stating releases, APIs, prices, benchmarks, studies, product behavior, legal/medical/financial facts, claims about foreign codebases/files/org knowledge, or any numbers, names, dates, versions, quotes — and before any autonomous agent flow adopts a claim that could propagate.

  • Product Management Write Spec by DYAI2025

    Use optionally before ai-native-prd-architect when a vague product idea needs a user-facing feature spec and scope framing.

  • Ultrathink Craftsmanship by DYAI2025

    Use for expensive, one-pass reasoning gates that stress-test a specification, plan, or near-final implementation for bias, hidden coupling, weak evidence, and craftsmanship risks.

  • Unit Expert MCP by kdaehun00

    Converts common units for length, weight, temperature, area, and volume.

  • Cafeteria MCP by skax-joonho-park

    Configurable MCP server for cafeteria menu lookup.

  • WP Commander MCP Server by Hari842-ai

    Controls any WordPress site via natural language, offering tools for site health, plugins, posts, SEO, WooCommerce, and more.

Frequently asked questions

How do I install Root Cause Tracing?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support Root Cause Tracing?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is Root Cause Tracing free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.