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Skill

/fast-queries

Use when diagnosing an issue, checking system health, or validating state before deeper investigation

From plugin
metraton-gaia
339 skills9 agents11 hooks
Install
$ npx -y skills add metraton/gaia --skill fast-queries --agent claude-code

How it fires

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

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/fast-queries

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when diagnosing an issue, checking system health, or validating state before deeper investigation

SKILL.md

fast-queries.SKILL.md
name: fast-queries
description: Use when diagnosing an issue, checking system health, or validating state before deeper investigation

Fast Queries

Start with supplied evidence, not a fixed diagnostic script.

1. Read the injected dispatch kernel (`# Your Contract`: goal, `project`, your `can_read` menu). Project context is NOT preloaded. 2. Pull what the goal needs from the persistent substrate, narrowly scoped. The read vocabulary -- which verb opens which coordinate, what each returns, and the workspace rule -- is in `agent-protocol/read-map.md`. 3. Run the smallest authoritative read-only CLI query for the surfaced domain. Use native output/filter flags and one command per call. 4. Record the query, result, and uncertainty in the contract checkpoint. 5. Deep-dive only where the evidence identifies a gap or inconsistency.

Do not invoke helpers from `.claude/`; that tree is an installed/protected surface, not Gaia source. Do not treat a broad health command's exit code as proof of a specific desired state. If investigation forecasts mutation, switch to `investigation` and collect predictable exact T3 commands before requesting consent.

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Generative AI Architecture

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