/gaia
GAIA benchmark dispatcher — run, submit, validate, and track leaderboard scores against the Princeton HAL benchmark
> /plugin marketplace add ruvnet/claude-flowHow 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.mdname: 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.
Read more
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.
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.
Repo: ruvnet/claude-flow
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