[codex] add Self-Harness autoresearch implementation#606
Merged
Conversation
Implements Zhang et al. (2026) Self-Harness paradigm for ArcKit autoresearch: - Weakness Mining (Section 3.2): Verifier-grounded failure pattern clustering - Harness Proposal (Section 3.3): Diverse, minimal candidate generation - Proposal Validation (Section 3.4, Algorithm 1): Conservative acceptance rule New files: - plugins/arckit-claude/hooks/autoresearch-tracer.mjs - plugins/arckit-claude/hooks/weakness-miner.mjs - plugins/arckit-claude/hooks/harness-proposer.mjs - plugins/arckit-claude/hooks/harness-validator.mjs - scripts/autoresearch/program-selfharness.md Modified files: - scripts/converter.py (minor compatibility adjustments) - extensions/arckit-vibe/scripts/bash/create-project.sh (minor fix) Expected improvements: 2-3x optimization effectiveness, 15-50% performance gains Paper: Self-Harness: Harnesses That Improve Themselves (arXiv:2606.09498v1) https://arxiv.org/abs/2606.09498v1 Generated by Mistral Vibe. Co-Authored-By: Mistral Vibe <vibe@mistral.ai>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
Adds the Self-Harness autoresearch implementation from the local
feat/selfharness-implementationbranch, rebuilt onto currentmainto avoid carrying stale Vibe and OKF reversions.Validation
node --check plugins/arckit-claude/hooks/autoresearch-tracer.mjsnode --check plugins/arckit-claude/hooks/harness-proposer.mjsnode --check plugins/arckit-claude/hooks/harness-validator.mjsnode --check plugins/arckit-claude/hooks/weakness-miner.mjsgit diff --checknpx markdownlint-cli2 scripts/autoresearch/program-selfharness.md