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tool surface

ABVX Agent Skills capability

Goal Loop Designer

Compile a raw agent goal into a bounded loop harness before launching a long Codex, Claude Code, MiMo, or local-LLM run.

What it does

  • Critiques a raw /goal before the agent starts spending tokens.
  • Turns vague done criteria into an explicit rubric with evidence requirements.
  • Defines worker, judge, retry, budget, memory, and stop rules.
  • Produces portable artifacts that can be reused across Codex, Claude Code, MiMo Auto, and local OpenAI-compatible models.

Positioning

This is not a server-side agent runner. It is a preflight compiler for safer agent loops.

The source of truth lives in markoblogo/abvx-agent-skills; ABVX Lab only catalogs the capability and points to install paths.

Quickstart

Install and use

gh skill install markoblogo/abvx-agent-skills goal-loop-designer --agent codex --scope user

Use goal-loop-designer. Compile this raw goal into a bounded loop harness:

"/goal Prepare this repo for a release, fix blockers, run verification, and stop only when it is ready."

For fallback review, use MiMo Auto as a separate judge when provider access is available. Use local Ollama only after a direct response smoke test passes.