completion-enforcer

To verify task completion, you can apply five heuristic checks to agent outputs to detect incomplete results and flag partial deliverables. This catches premature done claims by validating outputs before finalizing the task.

Signal-based verification is a checking mechanism that ensures work is genuinely finished by applying five heuristic checks. It catches premature done claims, placeholder content, and missing deliverables before they ship.

You enforce completion checks by running a five-check verifier on the latest post-subagent output. This confirms completion status and writes the evidence to a shared scratchpad for reliable chain coordination.

Chain coordination handles partial results by writing verification status and evidence to a shared scratchpad. This allows the system to recover from incomplete deliverables and trigger retries or fallbacks automatically.

The best way to detect placeholder content is to apply heuristic verification checks to the agent output. These checks flag misleading done claims and missing deliverables, ensuring outputs are complete rather than optimistic.

You should use heuristic verification for post-subagent and multi-step tasks to ensure deliverables are complete. It is essential for catching incomplete or misleading done claims before reporting task completion.