aca

Adaptive certificate-driven reasoning for non-trivial engineering tasks in this repo, including semantic PR review, patch equivalence checks, debugging, safe implementation, refactors, codebase QA, and static risk review. Use when the task is cross-file, high-risk, behaviorally sensitive, or execution-constrained. Do not use for trivial mechanical edits or obvious single-file changes.

Adaptive certificate-driven reasoning for non-trivial engineering tasks in this repo, including semantic PR review, patch equivalence checks, debugging, safe implementation, refactors, codebase QA, and static risk review. Use when the task is cross-file, high-risk, behaviorally sensitive, or execution-constrained. Do not use for trivial mechanical edits or obvious single-file changes.

Adaptive certificate-driven reasoning for non-trivial engineering work in this repo, including semantic review, patch equivalence checks, debugging, safe implementation, refactors, test design, codebase QA, and static risk review. Use when the task is cross-file, behaviorally sensitive, risky, execution-constrained, or needs an auditable reasoning trail about what changed and why. Also use when improving repo-local agent instructions or the ACA skill itself. Do not use for trivial mechanical edits or obvious single-file changes.