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do-competitively — Claude Code skill: competitive generation

Runs three agents on the same task in parallel, scores their output with judges, then synthesizes the best result. Built for work where quality beats speed.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add NeoLabHQ/context-engineering-kit --skill do-competitively -a claude-code
Open on GitHub

What do-competitively does

The skill follows the Generate-Critique-Synthesize pattern. Three generator agents each solve the same task independently, running a draft-critique-revise loop. A meta-judge runs alongside them: it reads the codebase before the generators touch it and writes a YAML evaluation spec with rubrics and scoring criteria.

Three judges then score the solutions against that spec, each verifying and revising its own report. An adaptive step picks the strategy: polish a clear winner, synthesize a split decision, or redesign when every solution scores low. Reports land in .specs/reports, while the solutions stay in their output locations.

The orchestrating agent deliberately does not read the generators' or judges' files, so its context stays small. Generators are barred from mutating git commands unless the task explicitly allows them. Expect this to cost more than a single agent run, since seven agents work on one task.

What it helps with

  • get several independent solutions to one task and pick the best
  • compare implementation approaches against shared criteria
  • merge the strong parts of competing solutions into one
  • rerun generation when every attempt comes out weak
  • keep evaluation reports separate from the solutions themselves

Example prompts for the agent

  • do-competitively: design the API schema for orders
  • do-competitively: write the auth module, three variants to compare
  • do-competitively: propose an architecture for the notification service

How to install do-competitively

1Skills CLI (Vercel)

npx skills add NeoLabHQ/context-engineering-kit --skill do-competitively -a claude-code

2Manually: put the files in place

~/.claude/skills/do-competitively/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/do-competitively/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about do-competitively

How do I install do-competitively in Claude?

Run npx skills add NeoLabHQ/context-engineering-kit --skill do-competitively -a claude-code. The skill file then sits at ~/.claude/skills/do-competitively/SKILL.md.

What does do-competitively do?

It launches three generator agents on one task, has three judges score their solutions against a meta-judge spec, and assembles the final result using the chosen strategy.

How is do-competitively different from a normal agent run?

Seven agents work on the task: three generators, a meta-judge and three judges. You get independent solutions and comparative scoring, at a higher cost.

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