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/gaia

GAIA benchmark dispatcher — run, submit, validate, and track leaderboard scores against the Princeton HAL benchmark

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claude-flow
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Install
> /plugin marketplace add ruvnet/ruflo

How it fires

How this command gets triggered: by you, by Claude, or both.

  • Fires itselfClaude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/gaia

Context preview

What this command does when you run it.

GAIA benchmark dispatcher — run, submit, validate, and track leaderboard scores against the Princeton HAL benchmark

Command definition

gaia.md
name: gaia
description: GAIA benchmark dispatcher — run, submit, validate, and track leaderboard scores against the Princeton HAL benchmark
argument-hint: "<subcommand> [options]"

/gaia — GAIA Benchmark Dispatcher

Dispatch GAIA benchmark operations. All subcommands are thin wrappers over the `gaia-bench` CLI command shipped in `@claude-flow/cli`.

Subcommands

| Command | Purpose | |---------|---------| | `/gaia run` | Execute a benchmark run against one or more models | | `/gaia submit` | Package and sign results for HAL leaderboard submission | | `/gaia leaderboard` | Fetch and display current HAL scores + our positioning | | `/gaia validate` | Pre-submit checks: TypeScript clean, dataset accessible, env keys present | | `/gaia history` | Show measured runs stored in the gaia-runs namespace | | `/gaia cost` | Report cumulative API spend and project cost for next configurations |

Quick start

/gaia validate
/gaia run --level=1 --limit=10 --models=haiku
/gaia submit --results=~/.cache/ruflo/gaia/results-latest.json

Environment variables resolved

| Variable | Purpose | |----------|---------| | `ANTHROPIC_API_KEY` | Anthropic model inference | | `HF_TOKEN` | Hugging Face dataset download | | `GOOGLE_AI_API_KEY` | Gemini model support | | `GOOGLE_CUSTOM_SEARCH_API_KEY` | Google Custom Search tool | | `GOOGLE_CUSTOM_SEARCH_CX` | Custom Search Engine ID |

If any required variable is missing the command will instruct you how to set it (env export or GCP secret).

Extensibility

This dispatcher is intentionally benchmark-agnostic. Future benchmarks (SWE-bench, WebArena, HumanEval) can be added as additional subcommands without modifying this file.

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Ships withclaude-flow

An agent meta-harness for Claude Code and Codex. Agent = Model + Harness. The model writes; the harness gives it tools, memory, loops, sandboxes, and controls so it can actually work.

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