Self-Improvement Agent Harness: A Deterministic SIA Exemplar

Catalog Row127

Citation KeyFriedman2026SelfImprovementAgentHarness127

Paper FolderAvailable

DOI10.5281/zenodo.20453879

Platform availability

✅ Zenodo
✅ GitHub
⬜ arXiv
⬜ OSF
⬜ HuggingFace
⬜ Software Heritage
⬜ PyPI
✅ Full documentation

Overview

Extracted from the local paper documentation when available.

This exemplar documents template sia, a deterministic implementation of the Self-Improvement Agent (SIA) harness contract described in the Self-Improvement Agents specification (Hexo AI, 2026, arXiv:2605.27276). The default pipeline replays fixture-backed generations for the mini classify task; opt-in live mode runs bounded target subprocesses and optional Ollama-backed meta/feedback steps. Run...

self-improvement agentsbenchmark harnessreproducible researchagent evaluation

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts

This exemplar documents template sia, a deterministic implementation of the Self-Improvement Agent (SIA) harness contract described in .
The default pipeline replays fixture-backed generations for the mini classify task; opt-in live mode runs bounded target subprocesses and optional Ollama-backed meta/feedback steps.

Methods / Techniques

Software pipeline design
Data-driven analysis

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2026. Self-Improvement Agent Harness: A Deterministic SIA Exemplar. Zenodo. DOI: 10.5281/zenodo.20453879. URL: https://doi.org/10.5281/zenodo.20453879.

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