Context Audit

Output is concrete fix proposals — exact changes with rationale, budget impact, and confidence. Deterministic checks (file existence, import traversal, symlinks) are labeled separately from heuristic judgment (directive counting, generic-advice detection). The audit prunes and grows in one pass: it removes what costs more than it earns, then proposes additions financed by what the pruning freed.