This is your complexity pruning tool for when an agentic workflow has gotten too heavy. It walks you through a systematic analysis of every pipeline step, tool, and config parameter to find what's adding weight without adding value. The approach is surgical: merge overlapping tools, remove validation that duplicates downstream checks, and consolidate sequential steps that could be a single prompt. What I appreciate is the explicit complexity scoring table and the hard rules about never removing error handling or safety guardrails in the name of simplicity. It requires you to justify each component with concrete value and verify your golden test set still passes after each change. Best used when you've been iterating fast and accumulated cruft, or when you suspect you're paying latency costs for components that aren't pulling their weight.

skills.sh installs
342
GitHub stars
602
last updated
Aug 21, 2026

Install

$ npx -y skills add sharpdeveye/maestro --skill streamline --agent claude-code

Installs into .claude/skills of the current project.

Files

MANDATORY PREPARATION

Invoke /agent-workflow — it contains workflow principles, anti-patterns, and the Context Gathering Protocol. Follow the protocol before proceeding — if no workflow context exists yet, you MUST run /teach-maestro first. Consult the agent-architecture reference in the agent-workflow skill for complexity assessment and topology simplification.


Reduce complexity without reducing capability. Every component should earn its place.

Streamlining Analysis

For each component, ask:

  1. Does this add measurable value? If you can't name the specific value, remove it.
  2. Can this be combined with another component? Merge overlapping responsibilities.
  3. Is this solving a real problem or an imagined one? Remove speculative complexity.
  4. Would a simpler alternative work? Prefer simplicity over elegance.

Common Streamlining Targets

Pipeline Steps

  • Remove steps that transform data without changing it meaningfully
  • Combine sequential steps that could be one prompt
  • Eliminate validation steps that duplicate downstream validation

Tool Consolidation

Sponsors

Details

Repository
github.com/sharpdeveye/maestro
Category
Automation & Workflows
First seen
Jun 3, 2026

More from sharpdeveye/maestro

All 22
1membranedev avatarsitecoremembranedev/application-skillsSitecore integration. Manage data, records, and automate workflows. Use when the user wants to interact with Sitecore data.340skills.sh installs
2bobmatnyc avatarpre-mergebobmatnyc/claude-mpm-skillsComprehensive verification workflow before merging changes to production.339skills.sh installs
3eachlabs avatareachlabs-video-editeachlabs/skillsEdit, transform, extend, upscale, and enhance videos using EachLabs AI models. Supports lip sync, video translation, subtitle generation, audio merging, style t336skills.sh installs
4sharpdeveye avatartempersharpdeveye/maestroUse when the workflow feels over-engineered, has premature optimizations, unnecessary abstraction layers, or complexity beyond actual requirements.336skills.sh installs
5tech-leads-club avatarmermaid-studiotech-leads-club/agent-skillsExpert Mermaid diagram creation, validation, and rendering with dual-engine output (SVG/PNG/ASCII). Supports all 20+ diagram types including C4 architecture, AW335skills.sh installs
6casper-studios avatardata-analysiscasper-studios/casper-marketplaceData analysis, visualization, and storytelling skill for financial and RevOps contexts. Use when: analyzing revenue data, building forecasts, cohort analysis, c333skills.sh installs