Design custom multi-agent harnesses with harness.json files and system prompts.
npx skills add https://github.com/panicgit/wrangler --skill design-panicgit
Please help me install this Agent Skill. Skill: design Source: https://github.com/panicgit/wrangler/tree/main/skills/design Command: npx skills add https://github.com/panicgit/wrangler --skill design-panicgit
This skill solves the challenge of managing complex AI development tasks by designing a custom multi-agent harness that prevents single-agent failures like context overflow, poor quality, or lack of direction.
Initiate the design wizard to analyze your project failures and generate a custom multi-agent harness configuration.
High-intent search queries and answers about installing and using this skill.
To design a multi-agent harness that prevents context overflow, this skill analyzes project-specific failure modes and generates structured agent configurations with file-based communication handoffs, keeping sub-agent execution isolated within managed contexts.
Fixing single-agent AI failures like poor quality or lack of direction involves diagnosing the root cause and applying a custom multi-agent architecture, such as Planner-Generator-Evaluator or Decomposer-Worker-Assembler, to orchestrate specialized roles.
Generate harness.json configurations and agent-specific system prompts by running the design wizard, which analyzes your project failures and automatically creates the necessary files to orchestrate sub-agent execution.
Yes, this multi-agent architecture approach applies specifically to complex software development workflows requiring specialized agent roles, using file-based communication handoffs to manage isolated contexts and prevent single-agent failures.
You should not use a custom multi-agent harness if your AI project does not experience complex failure modes like context overflow, poor quality, or lack of direction, as simpler single-agent workflows may suffice for basic tasks.
MantisWareAnalyze LLM traces and logs to categorize failures into a structured error taxonomy.
panicgitExecute specialized sub-agents within a multi-agent harness using file-based handoffs.
patricio0312revCoordinate autonomous AI agents through roles, handoffs, and shared memory.
Ivanblancoinusual-2106Implement the SPARC methodology for software development with Claude Flow orchestration.
