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meta-harness-open-thoughts-lite - Run one iteration of AgentHarness evolution.

Analyzes results and trajectories, proposes agent variants, implements them, and submits candidates for evaluation.

Tags

Updated: 2026-09-19

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Analyze execution results and trajectories
  • Propose candidate agent variants
  • Implement candidate agent scaffolds
  • Submit candidates for evaluation

Inputs

  • frontier_val.json file
  • evolution_summary.jsonl file
  • Job and log trajectory outputs
  • Agent source files in agents directory
  • Prompt templates in prompt-templates directory

Outputs

  • Candidate agent Python files
  • New prompt template files
  • Submitted candidate registration entries

Requirements

  • HARBOR_MODEL environment variable
  • harbor package with Terminus2 base class
  • Python environment with litellm support
  • submit_candidates tool

Source

  • Spec: SKILL.md

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agent-evolution
open-thoughts-lite
harbor
meta-harness
openai-variant
Analyze execution results and trajectories
Propose candidate agent variants
Implement candidate agent scaffolds
Submit candidates for evaluation
frontier_val.json file
evolution_summary.jsonl file
Job and log trajectory outputs
Candidate agent Python files
New prompt template files
Submitted candidate registration entries