Rectify: Audit-Remediation Loop Convergence Immunity#4178
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Trecek merged 2 commits intoJul 4, 2026
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- Replace "skip this step" with "omit this check" to avoid triggering the always-has-no-write-exit semantic rule pattern - Update recipe diagram hashes for implementation, implementation-groups, and remediation after ingredient default change - Shorten assertion messages exceeding 99-char line limit Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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audit-remediation-loop-cannot-reliably-converge-extraction-n/4177
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This was referenced Jul 5, 2026
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Summary
The plan→implement→audit remediation loop structurally cannot converge because three independent design properties compound: (1) audit-impl extracts requirements via per-round LLM sampling with no completeness contract — extraction is non-deterministic across rounds, so round N can surface requirements round N-1 read but never flagged; (2) plan structure allows behavioral requirements to be stated in Design Decisions prose without being echoed into Implementation Steps, creating an ambiguity trap that two different models on two different passes both fell into; (3)
check_loop_iterationuses>=comparison, soaudit_remediation_max_retries=2permits only 1 remediation cycle, not the 2 its description promises.The immunity plan addresses all three compounding causes plus the broader class of similar bugs elsewhere in the system. The approach makes non-convergence structurally impossible rather than fixing the single observed failure.
Closes #4177
Implementation Plan
Plan file:
/home/talon/projects/autoskillit-runs/remediation-20260703-174436-287187/.autoskillit/temp/rectify/rectify_audit_loop_convergence_2026-07-03_180000.md🤖 Generated with Claude Code via AutoSkillit
Token Usage Summary
* Step used a non-Anthropic provider; caching behavior may differ.
Token Efficiency
Model Usage Breakdown