Dag Feedback Synthesizer

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by erichowens · vlatest · Repository

This tool synthesizes feedback from DAG runs to identify key issues and bottlenecks for improved workflow optimization.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

1

Run in terminal (recommended)

terminal
claude mcp add dag-feedback-synthesizer npx -- -y @trustedskills/dag-feedback-synthesizer
2

Or manually add to ~/.claude/settings.json

~/.claude/settings.json
{
  "mcpServers": {
    "dag-feedback-synthesizer": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/dag-feedback-synthesizer"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

The dag-feedback-synthesizer skill analyzes Directed Acyclic Graphs (DAGs) of feedback and synthesizes them into concise, actionable summaries. It can identify key trends, bottlenecks, or areas for improvement within a complex workflow represented as a DAG. This allows users to quickly understand the overall health and efficiency of a process without needing to manually examine each node and edge.

When to use it

  • Analyzing code review feedback: Summarize comments from multiple reviewers on a pull request visualized as a dependency graph.
  • Identifying bottlenecks in a build pipeline: Analyze a DAG representing your CI/CD pipeline to pinpoint slow or failing steps.
  • Understanding user journey maps: Condense feedback collected at various touchpoints in a customer journey represented as a DAG.
  • Reviewing project task dependencies: Get a high-level overview of potential roadblocks and critical paths within a complex project.

Key capabilities

  • DAG analysis
  • Feedback synthesis
  • Trend identification
  • Bottleneck detection
  • Actionable summary generation

Example prompts

  • "Summarize the feedback DAG for this pull request."
  • "Identify bottlenecks in this CI/CD pipeline DAG."
  • "What are the key areas for improvement based on this user journey map?"

Tips & gotchas

The skill requires a valid Directed Acyclic Graph (DAG) as input, typically represented as a JSON or similar structured format. Ensure your graph accurately reflects the relationships and feedback you want analyzed; inaccurate data will lead to misleading summaries.

Tags

🛡️

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Details

Version
vlatest
License
Author
erichowens
Installs
21

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Passed automated security scans.